Brainy Prices — UAE Cost of Living

move_to_dubai

Read-onlyIdempotent

Move to Dubai? Home vs Dubai net pay, taxes, FX, costs, savings. No country: models. Owner: household=business_owner + profit. Not tax advice.

Input Schema

TableJSON Schema

Name	Required	Default
`area`	No
`iso2`	No
`sort`	No	name
`cursor`	No
`profit`	No
`status`	No
`country`	No
`variant`	No
`bedrooms`	No
`currency`	No
`household`	No
`page_size`	No
`gross_annual`	No
`property_type`	No
`spouse_employed`	No
`home_monthly_costs`	No
`dubai_gross_annual_aed`	No

Output Schema

TableJSON Schema

Name	Required	Description	Default
No arguments

Schema Changelog

Changes observed during successful MCP inspections.

Changed1 schema field changedOct 13, 2026
- removedInput schema / $schema
```
Removed value: -"https://json-schema.org/draft/2020-12/schema"
```

Changed9 schema fields changedOct 6, 2026

addedOutput schema / $defs / BusinessDubaiScenario

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "corporate_tax": {
+      "type": "number"
+    },
+    "corporate_tax_aed": {
+      "type": "number"
+    },
+    "effective_rate": {
+      "type": "number"
+    },
+    "net_annual": {
+      "type": "number"
+    },
+    "net_annual_aed": {
+      "type": "number"
+    },
+    "saving_annual": {
+      "type": "number"
+    },
+    "saving_annual_aed": {
+      "type": "number"
+    }
+  },
+  "required": [
+    "corporate_tax_aed",
+    "corporate_tax",
+    "net_annual",
+    "net_annual_aed",
+    "effective_rate",
+    "saving_annual",
+    "saving_annual_aed"
+  ],
+  "type": "object"
+}

addedOutput schema / $defs / HouseholdEstimateLine / properties / doubtful_parts

Added value: +{
+  "items": {
+    "type": "string"
+  },
+  "type": "array"
+}

changedOutput schema / $defs / HouseholdEstimateLine / properties / id / enum

Previous value: -[
-  "groceries",
-  "healthInsurance"
-]New value: +[
+  "groceries",
+  "healthInsurance",
+  "transport"
+]

addedOutput schema / $defs / HouseholdEstimateLine / properties / missing_parts

Added value: +{
+  "items": {
+    "type": "string"
+  },
+  "type": "array"
+}

addedOutput schema / $defs / HouseholdEstimateLine / properties / options

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "default": {
+      "const": "own_car"
+    },
+    "no_car": {
+      "$ref": "#/$defs/TransportOption"
+    },
+    "own_car": {
+      "$ref": "#/$defs/TransportOption"
+    }
+  },
+  "required": [
+    "default",
+    "own_car",
+    "no_car"
+  ],
+  "type": "object"
+}

addedOutput schema / $defs / HouseholdEstimateLine / properties / second_commuter_not_included
```
Added value: +{
+  "type": "boolean"
+}
```
addedOutput schema / $defs / HouseholdEstimateLine / properties / status
```
Added value: +{
+  "type": "string"
+}
```

addedOutput schema / $defs / TransportOption

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "id": {
+      "type": "string"
+    },
+    "missing_parts": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "monthly_aed": {
+      "type": "number"
+    },
+    "never_default": {
+      "type": "boolean"
+    },
+    "not_included": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "note": {
+      "type": "string"
+    },
+    "parts": {
+      "items": {
+        "additionalProperties": false,
+        "properties": {
+          "assumption": {
+            "additionalProperties": true,
+            "type": [
+              "object",
+              "null"
+            ]
+          },
+          "flag": {
+            "type": "string"
+          },
+          "id": {
+            "type": "string"
+          },
+          "monthly_aed": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "monthly_aed_with_vat": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "notice": {
+            "type": "string"
+          },
+          "source": {
+            "additionalProperties": true,
+            "type": [
+              "object",
+              "null"
+            ]
+          },
+          "status": {
+            "type": "string"
+          },
+          "vat": {
+            "additionalProperties": true,
+            "type": [
+              "object",
+              "null"
+            ]
+          },
+          "vat_basis": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "id",
+          "monthly_aed",
+          "status"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "second_commuter": {
+      "additionalProperties": true,
+      "type": [
+        "object",
+        "null"
+      ]
+    },
+    "status": {
+      "type": "string"
+    }
+  },
+  "required": [
+    "monthly_aed",
+    "status",
+    "parts"
+  ],
+  "type": "object"
+}

changedOutput schema / anyOf

Previous value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
-      "data": {
-        "anyOf": [
-          {
-            "additionalProperties": false,
-            "properties": {
-              "assumptions": {
-                "items": {
-                  "type": "string"
-                },
-                "type": "array"
-              },
-              "country": {
-                "additionalProperties": false,
-                "properties": {
-                  "currency": {
-                    "type": "string"
-                  },
-                  "iso2": {
-                    "type": "string"
-                  },
-                  "name": {
-                    "type": "string"
-                  },
-                  "tax_year": {
-                    "type": [
-                      "string",
-                      "null"
-                    ]
-                  },
-                  "tax_year_period": {
-                    "type": [
-                      "string",
-                      "null"
-                    ]
-                  },
-                  "variant": {
-                    "anyOf": [
-                      {
-                        "type": "string"
-                      },
-                      {
-                        "type": "null"
-                      }
-                    ]
-                  },
-                  "variant_label": {
-                    "type": [
-                      "string",
-                      "null"
-                    ]
-                  }
-                },
-                "required": [
-                  "iso2",
-                  "name",
-                  "currency",
-                  "tax_year",
-                  "tax_year_period",
-                  "variant",
-                  "variant_label"
-                ],
-                "type": "object"
-              },
-              "country_notes": {
-                "items": {
-                  "type": "string"
-                },
-                "type": "array"
-              },
-              "disclaimer": {
-                "type": "string"
-              },
-              "dubai": {
-                "additionalProperties": false,
-                "properties": {
-                  "gross_annual_aed": {
-                    "type": "number"
-                  },
-                  "income_tax_aed": {
-                    "const": 0
-                  },
-                  "net_annual_aed": {
-                    "type": "number"
-                  },
-                  "net_monthly_aed": {
-                    "type": "number"
-                  }
-                },
-                "required": [
-                  "gross_annual_aed",
-                  "net_annual_aed",
-                  "net_monthly_aed",
-                  "income_tax_aed"
-                ],
-                "type": "object"
-              },
-              "dubai_monthly_costs_aed": {
-                "additionalProperties": false,
-                "properties": {
-                  "groceries": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  },
-                  "health": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  },
-                  "rent": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  },
-                  "school": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  },
-                  "transport": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  },
-                  "utilities": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  }
-                },
-                "required": [
-                  "rent",
-                  "school",
-                  "groceries",
-                  "utilities",
-                  "transport",
-                  "health"
-                ],
-                "type": "object"
-              },
-              "estimate": {
-                "const": true
-              },
-              "fx": {
-                "additionalProperties": false,
-                "properties": {
-                  "aed_per_unit": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  },
-                  "rates_on": {
-                    "anyOf": [
-                      {
-                        "type": "string"
-                      },
-                      {
-                        "type": "null"
-                      }
-                    ]
-                  },
-                  "source": {
-                    "type": [
-                      "string",
-                      "null"
-                    ]
-                  }
-                },
-                "required": [
-                  "aed_per_unit",
-                  "rates_on",
-                  "source"
-                ],
-                "type": "object"
-              },
-              "groceries_basket": {
-                "additionalProperties": false,
-                "properties": {
-                  "estimated_aed": {
-                    "additionalProperties": false,
-                    "properties": {
-                      "high_aed": {
-                        "type": "number"
-                      },
-                      "low_aed": {
-                        "type": "number"
-                      },
-                      "value_aed": {
-                        "type": "number"
-                      }
-                    },
-                    "required": [
-                      "value_aed",
-                      "low_aed",
-                      "high_aed"
-                    ],
-                    "type": "object"
-                  },
-                  "items": {
-                    "type": "integer"
-                  },
-                  "items_estimated": {
-                    "type": "integer"
-                  },
-                  "items_observed": {
-                    "type": "integer"
-                  },
-                  "items_unknown": {
-                    "type": "integer"
-                  },
-                  "note": {
-                    "type": "string"
-                  },
-                  "observed_aed": {
-                    "type": "number"
-                  }
-                },
-                "required": [
-                  "items",
-                  "observed_aed",
-                  "estimated_aed",
-                  "items_observed",
-                  "items_estimated",
-                  "items_unknown",
-                  "note"
-                ],
-                "type": "object"
-              },
-              "groceries_estimate": {
-                "$ref": "#/$defs/HouseholdEstimateLine"
-              },
-              "gross_annual": {
-                "additionalProperties": false,
-                "properties": {
-                  "aed": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  },
-                  "amount": {
-                    "type": "number"
-                  },
-                  "currency": {
-                    "type": "string"
-                  }
-                },
-                "required": [
-                  "amount",
-                  "currency",
-                  "aed"
-                ],
-                "type": "object"
-              },
-              "health_insurance": {
-                "$ref": "#/$defs/HouseholdEstimateLine"
-              },
-              "home": {
-                "additionalProperties": false,
-                "properties": {
-                  "breakdown": {
-                    "items": {
-                      "additionalProperties": false,
-                      "properties": {
-                        "amount": {
-                          "type": "number"
-                        },
-                        "component_id": {
-                          "type": "string"
-                        },
-                        "kind": {
-                          "type": "string"
-                        },
-                        "label": {
-                          "type": "string"
-                        }
-                      },
-                      "required": [
-                        "component_id",
-                        "label",
-                        "kind",
-                        "amount"
-                      ],
-                      "type": "object"
-                    },
-                    "type": "array"
-                  },
-                  "currency": {
-                    "type": "string"
-                  },
-                  "effective_rate": {
-                    "type": "number"
-                  },
-                  "effective_rate_percent": {
-                    "type": "number"
-                  },
-                  "income_tax": {
-                    "type": "number"
-                  },
-                  "net_annual": {
-                    "type": "number"
-                  },
-                  "net_annual_aed": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  },
-                  "net_monthly": {
-                    "type": "number"
-                  },
-                  "social_contributions": {
-                    "type": "number"
-                  }
-                },
-                "required": [
-                  "currency",
-                  "net_annual",
-                  "net_monthly",
-                  "income_tax",
-                  "social_contributions",
-                  "effective_rate",
-                  "breakdown",
-                  "net_annual_aed"
-                ],
-                "type": "object"
-              },
-              "household": {
-                "additionalProperties": false,
-                "properties": {
-                  "children": {
-                    "type": "integer"
-                  },
-                  "status": {
-                    "enum": [
-                      "single",
-                      "married"
-                    ]
-                  }
-                },
-                "required": [
-                  "status",
-                  "children"
-                ],
-                "type": "object"
-              },
-              "household_type": {
-                "const": "business_owner"
-              },
-              "left_over_after_fixed_costs_aed": {
-                "type": "number"
-              },
-              "left_over_after_groceries_aed": {
-                "additionalProperties": false,
-                "properties": {
-                  "high": {
-                    "type": "number"
-                  },
-                  "low": {
-                    "type": "number"
-                  },
-                  "value": {
-                    "type": "number"
-                  }
-                },
-                "required": [
-                  "value",
-                  "low",
-                  "high"
-                ],
-                "type": "object"
-              },
-              "not_modelled": {
-                "items": {
-                  "type": "string"
-                },
-                "type": "array"
-              },
-              "notices": {
-                "items": {
-                  "type": "string"
-                },
-                "type": "array"
-              },
-              "owner_comparison": {
-                "additionalProperties": false,
-                "properties": {
-                  "currency": {
-                    "type": "string"
-                  },
-                  "dubai": {
-                    "additionalProperties": false,
-                    "properties": {
-                      "free_zone": {
-                        "additionalProperties": false,
-                        "properties": {
-                          "corporate_tax": {
-                            "type": "number"
-                          },
-                          "corporate_tax_aed": {
-                            "type": "number"
-                          },
-                          "effective_rate": {
-                            "type": "number"
-                          },
-                          "net_annual": {
-                            "type": "number"
-                          },
-                          "net_annual_aed": {
-                            "type": "number"
-                          },
-                          "saving_annual": {
-                            "type": "number"
-                          },
-                          "saving_annual_aed": {
-                            "type": "number"
-                          }
-                        },
-                        "type": "object"
-                      },
-                      "free_zone_condition": {
-                        "type": "string"
-                      },
-                      "mainland": {
-                        "additionalProperties": false,
-                        "properties": {
-                          "corporate_tax": {
-                            "type": "number"
-                          },
-                          "corporate_tax_aed": {
-                            "type": "number"
-                          },
-                          "effective_rate": {
-                            "type": "number"
-                          },
-                          "net_annual": {
-                            "type": "number"
-                          },
-                          "net_annual_aed": {
-                            "type": "number"
-                          },
-                          "saving_annual": {
-                            "type": "number"
-                          },
-                          "saving_annual_aed": {
-                            "type": "number"
-                          }
-                        },
-                        "type": "object"
-                      }
-                    },
-                    "type": "object"
-                  },
-                  "home": {
-                    "additionalProperties": false,
-                    "properties": {
-                      "corporate_tax": {
-                        "type": "number"
-                      },
-                      "distributed_profit": {
-                        "type": "number"
-                      },
-                      "dividend_tax": {
-                        "type": "number"
-                      },
-                      "effective_rate": {
-                        "type": "number"
-                      },
-                      "net_annual": {
-                        "type": "number"
-                      },
-                      "total_tax": {
-                        "type": "number"
-                      }
-                    },
-                    "type": "object"
-                  },
-                  "leaving": {
-                    "items": {
-                      "additionalProperties": true,
-                      "type": "object"
-                    },
-                    "type": "array"
-                  },
-                  "observed_on": {
-                    "anyOf": [
-                      {
-                        "type": "string"
-                      },
-                      {
-                        "type": "null"
-                      }
-                    ]
-                  },
-                  "small_business_relief": {
-                    "additionalProperties": true,
-                    "type": "object"
-                  },
-                  "sources": {
-                    "additionalProperties": true,
-                    "type": "object"
-                  },
-                  "tax_year": {
-                    "type": "string"
-                  }
-                },
-                "type": "object"
-              },
-              "profit_annual": {
-                "additionalProperties": false,
-                "properties": {
-                  "aed": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  },
-                  "amount": {
-                    "type": "number"
-                  },
-                  "currency": {
-                    "type": "string"
-                  }
-                },
-                "required": [
-                  "amount",
-                  "currency",
-                  "aed"
-                ],
-                "type": "object"
-              },
-              "provenance": {
-                "$ref": "#/$defs/Provenance"
-              },
-              "savings": {
-                "additionalProperties": false,
-                "properties": {
-                  "costs_complete": {
-                    "type": "boolean"
-                  },
-                  "dubai_annual_savings": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  },
-                  "dubai_monthly_costs": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  },
-                  "dubai_monthly_net": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  },
-                  "dubai_monthly_savings": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  },
-                  "home_annual_savings": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  },
-                  "home_monthly_net": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  },
-                  "home_monthly_savings": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  },
-                  "missing_costs": {
-                    "items": {
-                      "enum": [
-                        "rent",
-                        "school",
-                        "groceries",
-                        "utilities",
-                        "transport",
-                        "health"
-                      ]
-                    },
-                    "type": "array"
-                  },
-                  "net_gain_annual": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  },
-                  "net_gain_monthly": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  },
-                  "savings_difference_annual": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  },
-                  "savings_difference_monthly": {
-                    "type": [
-                      "number",
-                      "null"
-                    ]
-                  },
-                  "withheld_reason": {
-                    "enum": [
-                      "rent_unknown",
-                      null
-                    ]
-                  }
-                },
-                "required": [
-                  "home_monthly_net",
-                  "dubai_monthly_net",
-                  "net_gain_monthly",
-                  "net_gain_annual",
-                  "dubai_monthly_costs",
-                  "missing_costs",
-                  "costs_complete",
-                  "dubai_monthly_savings",
-                  "dubai_annual_savings",
-                  "home_monthly_savings",
-                  "home_annual_savings",
-                  "savings_difference_monthly",
-                  "savings_difference_annual",
-                  "withheld_reason"
-                ],
-                "type": "object"
-              },
-              "transport_reference": {
-                "additionalProperties": false,
-                "properties": {
-                  "car_monthly_aed": {
-                    "type": "number"
-                  },
-                  "fuel_month": {
-                    "type": "string"
-                  },
-                  "km_per_day": {
-                    "type": "number"
-                  },
-                  "public_transport_max_aed": {
-                    "type": "number"
-                  },
-                  "public_transport_min_aed": {
-                    "type": "number"
-                  },
-                  "salik_per_day": {
-                    "type": "integer"
-                  }
-                },
-                "required": [
-                  "car_monthly_aed",
-                  "km_per_day",
-                  "salik_per_day",
-                  "public_transport_min_aed",
-                  "public_transport_max_aed",
-                  "fuel_month"
-                ],
-                "type": [
-                  "object",
-                  "null"
-                ]
-              }
-            },
-            "required": [
-              "estimate",
-              "disclaimer",
-              "country",
-              "household",
-              "gross_annual",
-              "home",
-              "dubai",
-              "fx",
-              "dubai_monthly_costs_aed",
-              "savings",
-              "transport_reference",
-              "notices",
-              "country_notes",
-              "not_modelled",
-              "assumptions",
-              "provenance"
-            ],
-            "type": "object"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "links": {
-        "$ref": "#/$defs/Links"
-      },
-      "meta": {
-        "$ref": "#/$defs/ResponseMeta"
-      }
-    },
-    "required": [
-      "meta",
-      "data",
-      "links"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": false,
-    "properties": {
-      "data": {
-        "items": {
-          "additionalProperties": false,
-          "properties": {
-            "currency": {
-              "type": "string"
-            },
-            "incomplete_reason": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "iso2": {
-              "type": "string"
-            },
-            "name": {
-              "type": "string"
-            },
-            "provenance": {
-              "$ref": "#/$defs/Provenance"
-            },
-            "sources": {
-              "items": {
-                "additionalProperties": false,
-                "properties": {
-                  "accessed_on": {
-                    "anyOf": [
-                      {
-                        "type": "string"
-                      },
-                      {
-                        "type": "null"
-                      }
-                    ]
-                  },
-                  "title": {
-                    "type": "string"
-                  },
-                  "url": {
-                    "type": "string"
-                  }
-                },
-                "required": [
-                  "title",
-                  "url",
-                  "accessed_on"
-                ],
-                "type": "object"
-              },
-              "type": "array"
-            },
-            "status": {
-              "enum": [
-                "complete",
-                "incomplete"
-              ]
-            },
-            "tax_year": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "tax_year_period": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "variants": {
-              "items": {
-                "additionalProperties": false,
-                "properties": {
-                  "label": {
-                    "type": "string"
-                  },
-                  "variant_id": {
-                    "type": "string"
-                  }
-                },
-                "required": [
-                  "variant_id",
-                  "label"
-                ],
-                "type": "object"
-              },
-              "type": "array"
-            }
-          },
-          "required": [
-            "iso2",
-            "name",
-            "currency",
-            "status",
-            "incomplete_reason",
-            "tax_year",
-            "tax_year_period",
-            "variants",
-            "sources",
-            "provenance"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "links": {
-        "$ref": "#/$defs/Links"
-      },
-      "meta": {
-        "$ref": "#/$defs/ResponseMeta"
-      }
-    },
-    "required": [
-      "meta",
-      "data",
-      "links"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": false,
-    "properties": {
-      "error": {
-        "additionalProperties": false,
-        "properties": {
-          "code": {
-            "type": "string"
-          },
-          "message": {
-            "type": "string"
-          },
-          "retry_after_s": {
-            "type": [
-              "integer",
-              "null"
-            ]
-          },
-          "retryable": {
-            "type": "boolean"
-          }
-        },
-        "required": [
-          "code",
-          "message",
-          "retryable",
-          "retry_after_s"
-        ],
-        "type": "object"
-      },
-      "request_id": {
-        "type": [
-          "string",
-          "null"
-        ]
-      }
-    },
-    "required": [
-      "error",
-      "request_id"
-    ],
-    "type": "object"
-  }
-]New value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "data": {
+        "anyOf": [
+          {
+            "additionalProperties": false,
+            "properties": {
+              "assumptions": {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              },
+              "country": {
+                "additionalProperties": false,
+                "properties": {
+                  "currency": {
+                    "type": "string"
+                  },
+                  "iso2": {
+                    "type": "string"
+                  },
+                  "name": {
+                    "type": "string"
+                  },
+                  "tax_year": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "tax_year_period": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "variant": {
+                    "anyOf": [
+                      {
+                        "type": "string"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "variant_label": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  }
+                },
+                "required": [
+                  "iso2",
+                  "name",
+                  "currency",
+                  "tax_year",
+                  "tax_year_period",
+                  "variant",
+                  "variant_label"
+                ],
+                "type": "object"
+              },
+              "country_notes": {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              },
+              "disclaimer": {
+                "type": "string"
+              },
+              "dubai": {
+                "additionalProperties": false,
+                "properties": {
+                  "gross_annual_aed": {
+                    "type": "number"
+                  },
+                  "income_tax_aed": {
+                    "const": 0
+                  },
+                  "net_annual_aed": {
+                    "type": "number"
+                  },
+                  "net_monthly_aed": {
+                    "type": "number"
+                  }
+                },
+                "required": [
+                  "gross_annual_aed",
+                  "net_annual_aed",
+                  "net_monthly_aed",
+                  "income_tax_aed"
+                ],
+                "type": "object"
+              },
+              "dubai_monthly_costs_aed": {
+                "additionalProperties": false,
+                "properties": {
+                  "groceries": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "health": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "rent": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "school": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "transport": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "utilities": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  }
+                },
+                "required": [
+                  "rent",
+                  "school",
+                  "groceries",
+                  "utilities",
+                  "transport",
+                  "health"
+                ],
+                "type": "object"
+              },
+              "estimate": {
+                "const": true
+              },
+              "fx": {
+                "additionalProperties": false,
+                "properties": {
+                  "aed_per_unit": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "rates_on": {
+                    "anyOf": [
+                      {
+                        "type": "string"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "source": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  }
+                },
+                "required": [
+                  "aed_per_unit",
+                  "rates_on",
+                  "source"
+                ],
+                "type": "object"
+              },
+              "groceries_basket": {
+                "additionalProperties": false,
+                "properties": {
+                  "estimated_aed": {
+                    "additionalProperties": false,
+                    "properties": {
+                      "high_aed": {
+                        "type": "number"
+                      },
+                      "low_aed": {
+                        "type": "number"
+                      },
+                      "value_aed": {
+                        "type": "number"
+                      }
+                    },
+                    "required": [
+                      "value_aed",
+                      "low_aed",
+                      "high_aed"
+                    ],
+                    "type": "object"
+                  },
+                  "items": {
+                    "type": "integer"
+                  },
+                  "items_estimated": {
+                    "type": "integer"
+                  },
+                  "items_observed": {
+                    "type": "integer"
+                  },
+                  "items_unknown": {
+                    "type": "integer"
+                  },
+                  "note": {
+                    "type": "string"
+                  },
+                  "observed_aed": {
+                    "type": "number"
+                  }
+                },
+                "required": [
+                  "items",
+                  "observed_aed",
+                  "estimated_aed",
+                  "items_observed",
+                  "items_estimated",
+                  "items_unknown",
+                  "note"
+                ],
+                "type": "object"
+              },
+              "groceries_estimate": {
+                "$ref": "#/$defs/HouseholdEstimateLine"
+              },
+              "gross_annual": {
+                "additionalProperties": false,
+                "properties": {
+                  "aed": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "amount": {
+                    "type": "number"
+                  },
+                  "currency": {
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "amount",
+                  "currency",
+                  "aed"
+                ],
+                "type": "object"
+              },
+              "health_insurance": {
+                "$ref": "#/$defs/HouseholdEstimateLine"
+              },
+              "home": {
+                "additionalProperties": false,
+                "properties": {
+                  "breakdown": {
+                    "items": {
+                      "additionalProperties": false,
+                      "properties": {
+                        "amount": {
+                          "type": "number"
+                        },
+                        "component_id": {
+                          "type": "string"
+                        },
+                        "kind": {
+                          "type": "string"
+                        },
+                        "label": {
+                          "type": "string"
+                        }
+                      },
+                      "required": [
+                        "component_id",
+                        "label",
+                        "kind",
+                        "amount"
+                      ],
+                      "type": "object"
+                    },
+                    "type": "array"
+                  },
+                  "currency": {
+                    "type": "string"
+                  },
+                  "effective_rate": {
+                    "type": "number"
+                  },
+                  "effective_rate_percent": {
+                    "type": "number"
+                  },
+                  "income_tax": {
+                    "type": "number"
+                  },
+                  "net_annual": {
+                    "type": "number"
+                  },
+                  "net_annual_aed": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "net_monthly": {
+                    "type": "number"
+                  },
+                  "social_contributions": {
+                    "type": "number"
+                  }
+                },
+                "required": [
+                  "currency",
+                  "net_annual",
+                  "net_monthly",
+                  "income_tax",
+                  "social_contributions",
+                  "effective_rate",
+                  "breakdown",
+                  "net_annual_aed"
+                ],
+                "type": "object"
+              },
+              "household": {
+                "additionalProperties": false,
+                "properties": {
+                  "children": {
+                    "type": "integer"
+                  },
+                  "status": {
+                    "enum": [
+                      "single",
+                      "married"
+                    ]
+                  }
+                },
+                "required": [
+                  "status",
+                  "children"
+                ],
+                "type": "object"
+              },
+              "household_type": {
+                "const": "business_owner"
+              },
+              "left_over_after_fixed_costs_aed": {
+                "type": "number"
+              },
+              "left_over_after_groceries_aed": {
+                "additionalProperties": false,
+                "properties": {
+                  "high": {
+                    "type": "number"
+                  },
+                  "low": {
+                    "type": "number"
+                  },
+                  "value": {
+                    "type": "number"
+                  }
+                },
+                "required": [
+                  "value",
+                  "low",
+                  "high"
+                ],
+                "type": "object"
+              },
+              "not_modelled": {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              },
+              "notices": {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              },
+              "owner_comparison": {
+                "additionalProperties": false,
+                "properties": {
+                  "currency": {
+                    "type": "string"
+                  },
+                  "dubai": {
+                    "additionalProperties": false,
+                    "properties": {
+                      "free_zone": {
+                        "$ref": "#/$defs/BusinessDubaiScenario"
+                      },
+                      "free_zone_condition": {
+                        "type": "string"
+                      },
+                      "mainland": {
+                        "$ref": "#/$defs/BusinessDubaiScenario"
+                      }
+                    },
+                    "type": "object"
+                  },
+                  "home": {
+                    "additionalProperties": false,
+                    "properties": {
+                      "corporate_tax": {
+                        "type": "number"
+                      },
+                      "distributed_profit": {
+                        "type": "number"
+                      },
+                      "dividend_tax": {
+                        "type": "number"
+                      },
+                      "effective_rate": {
+                        "type": "number"
+                      },
+                      "net_annual": {
+                        "type": "number"
+                      },
+                      "total_tax": {
+                        "type": "number"
+                      }
+                    },
+                    "type": "object"
+                  },
+                  "leaving": {
+                    "items": {
+                      "additionalProperties": true,
+                      "type": "object"
+                    },
+                    "type": "array"
+                  },
+                  "observed_on": {
+                    "anyOf": [
+                      {
+                        "type": "string"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "small_business_relief": {
+                    "additionalProperties": true,
+                    "type": "object"
+                  },
+                  "sources": {
+                    "additionalProperties": true,
+                    "type": "object"
+                  },
+                  "tax_year": {
+                    "type": "string"
+                  }
+                },
+                "type": "object"
+              },
+              "profit_annual": {
+                "additionalProperties": false,
+                "properties": {
+                  "aed": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "amount": {
+                    "type": "number"
+                  },
+                  "currency": {
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "amount",
+                  "currency",
+                  "aed"
+                ],
+                "type": "object"
+              },
+              "provenance": {
+                "$ref": "#/$defs/Provenance"
+              },
+              "savings": {
+                "additionalProperties": false,
+                "properties": {
+                  "costs_complete": {
+                    "type": "boolean"
+                  },
+                  "dubai_annual_savings": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "dubai_monthly_costs": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "dubai_monthly_net": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "dubai_monthly_savings": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "home_annual_savings": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "home_monthly_net": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "home_monthly_savings": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "missing_costs": {
+                    "items": {
+                      "enum": [
+                        "rent",
+                        "school",
+                        "groceries",
+                        "utilities",
+                        "transport",
+                        "health"
+                      ]
+                    },
+                    "type": "array"
+                  },
+                  "net_gain_annual": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "net_gain_monthly": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "savings_difference_annual": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "savings_difference_monthly": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "withheld_reason": {
+                    "enum": [
+                      "rent_unknown",
+                      null
+                    ]
+                  }
+                },
+                "required": [
+                  "home_monthly_net",
+                  "dubai_monthly_net",
+                  "net_gain_monthly",
+                  "net_gain_annual",
+                  "dubai_monthly_costs",
+                  "missing_costs",
+                  "costs_complete",
+                  "dubai_monthly_savings",
+                  "dubai_annual_savings",
+                  "home_monthly_savings",
+                  "home_annual_savings",
+                  "savings_difference_monthly",
+                  "savings_difference_annual",
+                  "withheld_reason"
+                ],
+                "type": "object"
+              },
+              "transport_budget": {
+                "$ref": "#/$defs/HouseholdEstimateLine"
+              },
+              "transport_reference": {
+                "additionalProperties": false,
+                "properties": {
+                  "car_monthly_aed": {
+                    "type": "number"
+                  },
+                  "fuel_month": {
+                    "type": "string"
+                  },
+                  "km_per_day": {
+                    "type": "number"
+                  },
+                  "public_transport_max_aed": {
+                    "type": "number"
+                  },
+                  "public_transport_min_aed": {
+                    "type": "number"
+                  },
+                  "salik_per_day": {
+                    "type": "integer"
+                  }
+                },
+                "required": [
+                  "car_monthly_aed",
+                  "km_per_day",
+                  "salik_per_day",
+                  "public_transport_min_aed",
+                  "public_transport_max_aed",
+                  "fuel_month"
+                ],
+                "type": [
+                  "object",
+                  "null"
+                ]
+              }
+            },
+            "required": [
+              "estimate",
+              "disclaimer",
+              "country",
+              "household",
+              "gross_annual",
+              "home",
+              "dubai",
+              "fx",
+              "dubai_monthly_costs_aed",
+              "savings",
+              "transport_reference",
+              "notices",
+              "country_notes",
+              "not_modelled",
+              "assumptions",
+              "provenance"
+            ],
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "links": {
+        "$ref": "#/$defs/Links"
+      },
+      "meta": {
+        "$ref": "#/$defs/ResponseMeta"
+      }
+    },
+    "required": [
+      "meta",
+      "data",
+      "links"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "data": {
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "currency": {
+              "type": "string"
+            },
+            "incomplete_reason": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "iso2": {
+              "type": "string"
+            },
+            "name": {
+              "type": "string"
+            },
+            "provenance": {
+              "$ref": "#/$defs/Provenance"
+            },
+            "sources": {
+              "items": {
+                "additionalProperties": false,
+                "properties": {
+                  "accessed_on": {
+                    "anyOf": [
+                      {
+                        "type": "string"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "title": {
+                    "type": "string"
+                  },
+                  "url": {
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "title",
+                  "url",
+                  "accessed_on"
+                ],
+                "type": "object"
+              },
+              "type": "array"
+            },
+            "status": {
+              "enum": [
+                "complete",
+                "incomplete"
+              ]
+            },
+            "tax_year": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "tax_year_period": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "variants": {
+              "items": {
+                "additionalProperties": false,
+                "properties": {
+                  "label": {
+                    "type": "string"
+                  },
+                  "variant_id": {
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "variant_id",
+                  "label"
+                ],
+                "type": "object"
+              },
+              "type": "array"
+            }
+          },
+          "required": [
+            "iso2",
+            "name",
+            "currency",
+            "status",
+            "incomplete_reason",
+            "tax_year",
+            "tax_year_period",
+            "variants",
+            "sources",
+            "provenance"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "links": {
+        "$ref": "#/$defs/Links"
+      },
+      "meta": {
+        "$ref": "#/$defs/ResponseMeta"
+      }
+    },
+    "required": [
+      "meta",
+      "data",
+      "links"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "error": {
+        "additionalProperties": false,
+        "properties": {
+          "code": {
+            "type": "string"
+          },
+          "message": {
+            "type": "string"
+          },
+          "retry_after_s": {
+            "type": [
+              "integer",
+              "null"
+            ]
+          },
+          "retryable": {
+            "type": "boolean"
+          }
+        },
+        "required": [
+          "code",
+          "message",
+          "retryable",
+          "retry_after_s"
+        ],
+        "type": "object"
+      },
+      "request_id": {
+        "type": [
+          "string",
+          "null"
+        ]
+      }
+    },
+    "required": [
+      "error",
+      "request_id"
+    ],
+    "type": "object"
+  }
+]

Changed4 schema fields changedOct 6, 2026

addedInput schema / properties / spouse_employed

Added value: +{
+  "default": false,
+  "type": "boolean"
+}

addedOutput schema / $defs / HouseholdEstimateLine

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "assumption": {
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "attribution": {
+      "type": "string"
+    },
+    "basis": {
+      "additionalProperties": false,
+      "properties": {
+        "note": {
+          "type": "string"
+        },
+        "observed_from": {
+          "type": "string"
+        },
+        "observed_to": {
+          "type": "string"
+        },
+        "source_ids": {
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+            "type": "object"
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+      },
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+      "type": "boolean"
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+        "type": "object"
+      },
+      "type": "array"
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+    "id": {
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+        "groceries",
+        "healthInsurance"
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+    "kind": {
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+        "estimate",
+        "observed"
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+    },
+    "label": {
+      "type": "string"
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+      "const": "fao_supply_x_basket_prices"
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+    "missing_groups": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
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+    "monthly_aed": {
+      "type": [
+        "number",
+        "null"
+      ]
+    },
+    "per_dependent_monthly_aed": {
+      "$ref": "#/$defs/HouseholdMonthlyRange"
+    },
+    "persons": {
+      "type": "integer"
+    },
+    "range_aed": {
+      "$ref": "#/$defs/HouseholdMonthlyRange"
+    },
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+            "null"
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+        "date"
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+      "type": [
+        "object",
+        "null"
+      ]
+    },
+    "use_condition": {
+      "const": "Do not show this figure with affiliate links, store recommendations or a shopping cart (FAO additional terms of use)."
+    },
+    "variants": {
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+      "properties": {
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+                "number",
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+            "dependents",
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+}

addedOutput schema / $defs / HouseholdMonthlyRange

Added value: +{
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+  "properties": {
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+    "null"
+  ]
+}

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-                          "net_annual_aed": {
-                            "type": "number"
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-                          "saving_annual": {
-                            "type": "number"
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-                          "saving_annual_aed": {
-                            "type": "number"
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-                            "type": "number"
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-              "null"
-            ]
-          },
-          "retryable": {
-            "type": "boolean"
-          }
-        },
-        "required": [
-          "code",
-          "message",
-          "retryable",
-          "retry_after_s"
-        ],
-        "type": "object"
-      },
-      "request_id": {
-        "type": [
-          "string",
-          "null"
-        ]
-      }
-    },
-    "required": [
-      "error",
-      "request_id"
-    ],
-    "type": "object"
-  }
-]New value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "data": {
+        "anyOf": [
+          {
+            "additionalProperties": false,
+            "properties": {
+              "assumptions": {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              },
+              "country": {
+                "additionalProperties": false,
+                "properties": {
+                  "currency": {
+                    "type": "string"
+                  },
+                  "iso2": {
+                    "type": "string"
+                  },
+                  "name": {
+                    "type": "string"
+                  },
+                  "tax_year": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "tax_year_period": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "variant": {
+                    "anyOf": [
+                      {
+                        "type": "string"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "variant_label": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  }
+                },
+                "required": [
+                  "iso2",
+                  "name",
+                  "currency",
+                  "tax_year",
+                  "tax_year_period",
+                  "variant",
+                  "variant_label"
+                ],
+                "type": "object"
+              },
+              "country_notes": {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              },
+              "disclaimer": {
+                "type": "string"
+              },
+              "dubai": {
+                "additionalProperties": false,
+                "properties": {
+                  "gross_annual_aed": {
+                    "type": "number"
+                  },
+                  "income_tax_aed": {
+                    "const": 0
+                  },
+                  "net_annual_aed": {
+                    "type": "number"
+                  },
+                  "net_monthly_aed": {
+                    "type": "number"
+                  }
+                },
+                "required": [
+                  "gross_annual_aed",
+                  "net_annual_aed",
+                  "net_monthly_aed",
+                  "income_tax_aed"
+                ],
+                "type": "object"
+              },
+              "dubai_monthly_costs_aed": {
+                "additionalProperties": false,
+                "properties": {
+                  "groceries": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "health": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "rent": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "school": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "transport": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "utilities": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  }
+                },
+                "required": [
+                  "rent",
+                  "school",
+                  "groceries",
+                  "utilities",
+                  "transport",
+                  "health"
+                ],
+                "type": "object"
+              },
+              "estimate": {
+                "const": true
+              },
+              "fx": {
+                "additionalProperties": false,
+                "properties": {
+                  "aed_per_unit": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "rates_on": {
+                    "anyOf": [
+                      {
+                        "type": "string"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "source": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  }
+                },
+                "required": [
+                  "aed_per_unit",
+                  "rates_on",
+                  "source"
+                ],
+                "type": "object"
+              },
+              "groceries_basket": {
+                "additionalProperties": false,
+                "properties": {
+                  "estimated_aed": {
+                    "additionalProperties": false,
+                    "properties": {
+                      "high_aed": {
+                        "type": "number"
+                      },
+                      "low_aed": {
+                        "type": "number"
+                      },
+                      "value_aed": {
+                        "type": "number"
+                      }
+                    },
+                    "required": [
+                      "value_aed",
+                      "low_aed",
+                      "high_aed"
+                    ],
+                    "type": "object"
+                  },
+                  "items": {
+                    "type": "integer"
+                  },
+                  "items_estimated": {
+                    "type": "integer"
+                  },
+                  "items_observed": {
+                    "type": "integer"
+                  },
+                  "items_unknown": {
+                    "type": "integer"
+                  },
+                  "note": {
+                    "type": "string"
+                  },
+                  "observed_aed": {
+                    "type": "number"
+                  }
+                },
+                "required": [
+                  "items",
+                  "observed_aed",
+                  "estimated_aed",
+                  "items_observed",
+                  "items_estimated",
+                  "items_unknown",
+                  "note"
+                ],
+                "type": "object"
+              },
+              "groceries_estimate": {
+                "$ref": "#/$defs/HouseholdEstimateLine"
+              },
+              "gross_annual": {
+                "additionalProperties": false,
+                "properties": {
+                  "aed": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "amount": {
+                    "type": "number"
+                  },
+                  "currency": {
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "amount",
+                  "currency",
+                  "aed"
+                ],
+                "type": "object"
+              },
+              "health_insurance": {
+                "$ref": "#/$defs/HouseholdEstimateLine"
+              },
+              "home": {
+                "additionalProperties": false,
+                "properties": {
+                  "breakdown": {
+                    "items": {
+                      "additionalProperties": false,
+                      "properties": {
+                        "amount": {
+                          "type": "number"
+                        },
+                        "component_id": {
+                          "type": "string"
+                        },
+                        "kind": {
+                          "type": "string"
+                        },
+                        "label": {
+                          "type": "string"
+                        }
+                      },
+                      "required": [
+                        "component_id",
+                        "label",
+                        "kind",
+                        "amount"
+                      ],
+                      "type": "object"
+                    },
+                    "type": "array"
+                  },
+                  "currency": {
+                    "type": "string"
+                  },
+                  "effective_rate": {
+                    "type": "number"
+                  },
+                  "effective_rate_percent": {
+                    "type": "number"
+                  },
+                  "income_tax": {
+                    "type": "number"
+                  },
+                  "net_annual": {
+                    "type": "number"
+                  },
+                  "net_annual_aed": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "net_monthly": {
+                    "type": "number"
+                  },
+                  "social_contributions": {
+                    "type": "number"
+                  }
+                },
+                "required": [
+                  "currency",
+                  "net_annual",
+                  "net_monthly",
+                  "income_tax",
+                  "social_contributions",
+                  "effective_rate",
+                  "breakdown",
+                  "net_annual_aed"
+                ],
+                "type": "object"
+              },
+              "household": {
+                "additionalProperties": false,
+                "properties": {
+                  "children": {
+                    "type": "integer"
+                  },
+                  "status": {
+                    "enum": [
+                      "single",
+                      "married"
+                    ]
+                  }
+                },
+                "required": [
+                  "status",
+                  "children"
+                ],
+                "type": "object"
+              },
+              "household_type": {
+                "const": "business_owner"
+              },
+              "left_over_after_fixed_costs_aed": {
+                "type": "number"
+              },
+              "left_over_after_groceries_aed": {
+                "additionalProperties": false,
+                "properties": {
+                  "high": {
+                    "type": "number"
+                  },
+                  "low": {
+                    "type": "number"
+                  },
+                  "value": {
+                    "type": "number"
+                  }
+                },
+                "required": [
+                  "value",
+                  "low",
+                  "high"
+                ],
+                "type": "object"
+              },
+              "not_modelled": {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              },
+              "notices": {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              },
+              "owner_comparison": {
+                "additionalProperties": false,
+                "properties": {
+                  "currency": {
+                    "type": "string"
+                  },
+                  "dubai": {
+                    "additionalProperties": false,
+                    "properties": {
+                      "free_zone": {
+                        "additionalProperties": false,
+                        "properties": {
+                          "corporate_tax": {
+                            "type": "number"
+                          },
+                          "corporate_tax_aed": {
+                            "type": "number"
+                          },
+                          "effective_rate": {
+                            "type": "number"
+                          },
+                          "net_annual": {
+                            "type": "number"
+                          },
+                          "net_annual_aed": {
+                            "type": "number"
+                          },
+                          "saving_annual": {
+                            "type": "number"
+                          },
+                          "saving_annual_aed": {
+                            "type": "number"
+                          }
+                        },
+                        "type": "object"
+                      },
+                      "free_zone_condition": {
+                        "type": "string"
+                      },
+                      "mainland": {
+                        "additionalProperties": false,
+                        "properties": {
+                          "corporate_tax": {
+                            "type": "number"
+                          },
+                          "corporate_tax_aed": {
+                            "type": "number"
+                          },
+                          "effective_rate": {
+                            "type": "number"
+                          },
+                          "net_annual": {
+                            "type": "number"
+                          },
+                          "net_annual_aed": {
+                            "type": "number"
+                          },
+                          "saving_annual": {
+                            "type": "number"
+                          },
+                          "saving_annual_aed": {
+                            "type": "number"
+                          }
+                        },
+                        "type": "object"
+                      }
+                    },
+                    "type": "object"
+                  },
+                  "home": {
+                    "additionalProperties": false,
+                    "properties": {
+                      "corporate_tax": {
+                        "type": "number"
+                      },
+                      "distributed_profit": {
+                        "type": "number"
+                      },
+                      "dividend_tax": {
+                        "type": "number"
+                      },
+                      "effective_rate": {
+                        "type": "number"
+                      },
+                      "net_annual": {
+                        "type": "number"
+                      },
+                      "total_tax": {
+                        "type": "number"
+                      }
+                    },
+                    "type": "object"
+                  },
+                  "leaving": {
+                    "items": {
+                      "additionalProperties": true,
+                      "type": "object"
+                    },
+                    "type": "array"
+                  },
+                  "observed_on": {
+                    "anyOf": [
+                      {
+                        "type": "string"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "small_business_relief": {
+                    "additionalProperties": true,
+                    "type": "object"
+                  },
+                  "sources": {
+                    "additionalProperties": true,
+                    "type": "object"
+                  },
+                  "tax_year": {
+                    "type": "string"
+                  }
+                },
+                "type": "object"
+              },
+              "profit_annual": {
+                "additionalProperties": false,
+                "properties": {
+                  "aed": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "amount": {
+                    "type": "number"
+                  },
+                  "currency": {
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "amount",
+                  "currency",
+                  "aed"
+                ],
+                "type": "object"
+              },
+              "provenance": {
+                "$ref": "#/$defs/Provenance"
+              },
+              "savings": {
+                "additionalProperties": false,
+                "properties": {
+                  "costs_complete": {
+                    "type": "boolean"
+                  },
+                  "dubai_annual_savings": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "dubai_monthly_costs": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "dubai_monthly_net": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "dubai_monthly_savings": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "home_annual_savings": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "home_monthly_net": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "home_monthly_savings": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "missing_costs": {
+                    "items": {
+                      "enum": [
+                        "rent",
+                        "school",
+                        "groceries",
+                        "utilities",
+                        "transport",
+                        "health"
+                      ]
+                    },
+                    "type": "array"
+                  },
+                  "net_gain_annual": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "net_gain_monthly": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "savings_difference_annual": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "savings_difference_monthly": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "withheld_reason": {
+                    "enum": [
+                      "rent_unknown",
+                      null
+                    ]
+                  }
+                },
+                "required": [
+                  "home_monthly_net",
+                  "dubai_monthly_net",
+                  "net_gain_monthly",
+                  "net_gain_annual",
+                  "dubai_monthly_costs",
+                  "missing_costs",
+                  "costs_complete",
+                  "dubai_monthly_savings",
+                  "dubai_annual_savings",
+                  "home_monthly_savings",
+                  "home_annual_savings",
+                  "savings_difference_monthly",
+                  "savings_difference_annual",
+                  "withheld_reason"
+                ],
+                "type": "object"
+              },
+              "transport_reference": {
+                "additionalProperties": false,
+                "properties": {
+                  "car_monthly_aed": {
+                    "type": "number"
+                  },
+                  "fuel_month": {
+                    "type": "string"
+                  },
+                  "km_per_day": {
+                    "type": "number"
+                  },
+                  "public_transport_max_aed": {
+                    "type": "number"
+                  },
+                  "public_transport_min_aed": {
+                    "type": "number"
+                  },
+                  "salik_per_day": {
+                    "type": "integer"
+                  }
+                },
+                "required": [
+                  "car_monthly_aed",
+                  "km_per_day",
+                  "salik_per_day",
+                  "public_transport_min_aed",
+                  "public_transport_max_aed",
+                  "fuel_month"
+                ],
+                "type": [
+                  "object",
+                  "null"
+                ]
+              }
+            },
+            "required": [
+              "estimate",
+              "disclaimer",
+              "country",
+              "household",
+              "gross_annual",
+              "home",
+              "dubai",
+              "fx",
+              "dubai_monthly_costs_aed",
+              "savings",
+              "transport_reference",
+              "notices",
+              "country_notes",
+              "not_modelled",
+              "assumptions",
+              "provenance"
+            ],
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "links": {
+        "$ref": "#/$defs/Links"
+      },
+      "meta": {
+        "$ref": "#/$defs/ResponseMeta"
+      }
+    },
+    "required": [
+      "meta",
+      "data",
+      "links"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "data": {
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "currency": {
+              "type": "string"
+            },
+            "incomplete_reason": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "iso2": {
+              "type": "string"
+            },
+            "name": {
+              "type": "string"
+            },
+            "provenance": {
+              "$ref": "#/$defs/Provenance"
+            },
+            "sources": {
+              "items": {
+                "additionalProperties": false,
+                "properties": {
+                  "accessed_on": {
+                    "anyOf": [
+                      {
+                        "type": "string"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "title": {
+                    "type": "string"
+                  },
+                  "url": {
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "title",
+                  "url",
+                  "accessed_on"
+                ],
+                "type": "object"
+              },
+              "type": "array"
+            },
+            "status": {
+              "enum": [
+                "complete",
+                "incomplete"
+              ]
+            },
+            "tax_year": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "tax_year_period": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "variants": {
+              "items": {
+                "additionalProperties": false,
+                "properties": {
+                  "label": {
+                    "type": "string"
+                  },
+                  "variant_id": {
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "variant_id",
+                  "label"
+                ],
+                "type": "object"
+              },
+              "type": "array"
+            }
+          },
+          "required": [
+            "iso2",
+            "name",
+            "currency",
+            "status",
+            "incomplete_reason",
+            "tax_year",
+            "tax_year_period",
+            "variants",
+            "sources",
+            "provenance"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "links": {
+        "$ref": "#/$defs/Links"
+      },
+      "meta": {
+        "$ref": "#/$defs/ResponseMeta"
+      }
+    },
+    "required": [
+      "meta",
+      "data",
+      "links"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "error": {
+        "additionalProperties": false,
+        "properties": {
+          "code": {
+            "type": "string"
+          },
+          "message": {
+            "type": "string"
+          },
+          "retry_after_s": {
+            "type": [
+              "integer",
+              "null"
+            ]
+          },
+          "retryable": {
+            "type": "boolean"
+          }
+        },
+        "required": [
+          "code",
+          "message",
+          "retryable",
+          "retry_after_s"
+        ],
+        "type": "object"
+      },
+      "request_id": {
+        "type": [
+          "string",
+          "null"
+        ]
+      }
+    },
+    "required": [
+      "error",
+      "request_id"
+    ],
+    "type": "object"
+  }
+]

Changed14 schema fields changedOct 6, 2026

removedInput schema / properties / household / additionalProperties
```
Removed value: -false
```

addedInput schema / properties / household / anyOf

Added value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "children": {
+        "maximum": 10,
+        "minimum": 0,
+        "type": "integer"
+      },
+      "status": {
+        "enum": [
+          "single",
+          "married"
+        ]
+      }
+    },
+    "type": [
+      "object",
+      "null"
+    ]
+  },
+  {
+    "const": "business_owner"
+  }
+]

removedInput schema / properties / household / properties

Removed value: -{
-  "children": {
-    "maximum": 10,
-    "minimum": 0,
-    "type": "integer"
-  },
-  "status": {
-    "enum": [
-      "single",
-      "married"
-    ],
-    "type": "string"
-  }
-}

removedInput schema / properties / household / type
```
Removed value: -[
-  "object",
-  "null"
-]
```

addedInput schema / properties / profit

Added value: +{
+  "exclusiveMinimum": 0,
+  "maximum": 10000000000000,
+  "type": "number"
+}

removedInput schema / properties / property_type / type
```
Removed value: -[
-  "string",
-  "null"
-]
```
removedInput schema / properties / sort / type
```
Removed value: -"string"
```
removedInput schema / properties / status / type
```
Removed value: -"string"
```

removedOutput schema / $defs / RelocationEstimate

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "assumptions": {
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    },
-    "country": {
-      "additionalProperties": false,
-      "properties": {
-        "currency": {
-          "type": "string"
-        },
-        "iso2": {
-          "type": "string"
-        },
-        "name": {
-          "type": "string"
-        },
-        "tax_year": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "tax_year_period": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "variant": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "variant_label": {
-          "type": [
-            "string",
-            "null"
-          ]
-        }
-      },
-      "required": [
-        "iso2",
-        "name",
-        "currency",
-        "tax_year",
-        "tax_year_period",
-        "variant",
-        "variant_label"
-      ],
-      "type": "object"
-    },
-    "country_notes": {
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    },
-    "disclaimer": {
-      "type": "string"
-    },
-    "dubai": {
-      "additionalProperties": false,
-      "properties": {
-        "gross_annual_aed": {
-          "type": "number"
-        },
-        "income_tax_aed": {
-          "const": 0
-        },
-        "net_annual_aed": {
-          "type": "number"
-        },
-        "net_monthly_aed": {
-          "type": "number"
-        }
-      },
-      "required": [
-        "gross_annual_aed",
-        "net_annual_aed",
-        "net_monthly_aed",
-        "income_tax_aed"
-      ],
-      "type": "object"
-    },
-    "dubai_monthly_costs_aed": {
-      "additionalProperties": false,
-      "properties": {
-        "groceries": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "health": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "rent": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "school": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "transport": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "utilities": {
-          "type": [
-            "number",
-            "null"
-          ]
-        }
-      },
-      "required": [
-        "rent",
-        "school",
-        "groceries",
-        "utilities",
-        "transport",
-        "health"
-      ],
-      "type": "object"
-    },
-    "estimate": {
-      "const": true
-    },
-    "fx": {
-      "additionalProperties": false,
-      "properties": {
-        "aed_per_unit": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "rates_on": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "source": {
-          "type": [
-            "string",
-            "null"
-          ]
-        }
-      },
-      "required": [
-        "aed_per_unit",
-        "rates_on",
-        "source"
-      ],
-      "type": "object"
-    },
-    "gross_annual": {
-      "additionalProperties": false,
-      "properties": {
-        "aed": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "amount": {
-          "type": "number"
-        },
-        "currency": {
-          "type": "string"
-        }
-      },
-      "required": [
-        "amount",
-        "currency",
-        "aed"
-      ],
-      "type": "object"
-    },
-    "home": {
-      "additionalProperties": false,
-      "properties": {
-        "breakdown": {
-          "items": {
-            "additionalProperties": false,
-            "properties": {
-              "amount": {
-                "type": "number"
-              },
-              "component_id": {
-                "type": "string"
-              },
-              "kind": {
-                "type": "string"
-              },
-              "label": {
-                "type": "string"
-              }
-            },
-            "required": [
-              "component_id",
-              "label",
-              "kind",
-              "amount"
-            ],
-            "type": "object"
-          },
-          "type": "array"
-        },
-        "currency": {
-          "type": "string"
-        },
-        "effective_rate": {
-          "type": "number"
-        },
-        "effective_rate_percent": {
-          "type": "number"
-        },
-        "income_tax": {
-          "type": "number"
-        },
-        "net_annual": {
-          "type": "number"
-        },
-        "net_annual_aed": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "net_monthly": {
-          "type": "number"
-        },
-        "social_contributions": {
-          "type": "number"
-        }
-      },
-      "required": [
-        "currency",
-        "net_annual",
-        "net_monthly",
-        "income_tax",
-        "social_contributions",
-        "effective_rate",
-        "breakdown",
-        "net_annual_aed"
-      ],
-      "type": "object"
-    },
-    "household": {
-      "additionalProperties": false,
-      "properties": {
-        "children": {
-          "type": "integer"
-        },
-        "status": {
-          "enum": [
-            "single",
-            "married"
-          ],
-          "type": "string"
-        }
-      },
-      "required": [
-        "status",
-        "children"
-      ],
-      "type": "object"
-    },
-    "not_modelled": {
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    },
-    "notices": {
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    },
-    "provenance": {
-      "$ref": "#/$defs/Provenance"
-    },
-    "savings": {
-      "additionalProperties": false,
-      "properties": {
-        "costs_complete": {
-          "type": "boolean"
-        },
-        "dubai_annual_savings": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "dubai_monthly_costs": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "dubai_monthly_net": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "dubai_monthly_savings": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "home_annual_savings": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "home_monthly_net": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "home_monthly_savings": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "missing_costs": {
-          "items": {
-            "enum": [
-              "rent",
-              "school",
-              "groceries",
-              "utilities",
-              "transport",
-              "health"
-            ],
-            "type": "string"
-          },
-          "type": "array"
-        },
-        "net_gain_annual": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "net_gain_monthly": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "savings_difference_annual": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "savings_difference_monthly": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "withheld_reason": {
-          "enum": [
-            "rent_unknown",
-            null
-          ],
-          "type": [
-            "string",
-            "null"
-          ]
-        }
-      },
-      "required": [
-        "home_monthly_net",
-        "dubai_monthly_net",
-        "net_gain_monthly",
-        "net_gain_annual",
-        "dubai_monthly_costs",
-        "missing_costs",
-        "costs_complete",
-        "dubai_monthly_savings",
-        "dubai_annual_savings",
-        "home_monthly_savings",
-        "home_annual_savings",
-        "savings_difference_monthly",
-        "savings_difference_annual",
-        "withheld_reason"
-      ],
-      "type": "object"
-    },
-    "transport_reference": {
-      "additionalProperties": false,
-      "properties": {
-        "car_monthly_aed": {
-          "type": "number"
-        },
-        "fuel_month": {
-          "type": "string"
-        },
-        "km_per_day": {
-          "type": "number"
-        },
-        "public_transport_max_aed": {
-          "type": "number"
-        },
-        "public_transport_min_aed": {
-          "type": "number"
-        },
-        "salik_per_day": {
-          "type": "integer"
-        }
-      },
-      "required": [
-        "car_monthly_aed",
-        "km_per_day",
-        "salik_per_day",
-        "public_transport_min_aed",
-        "public_transport_max_aed",
-        "fuel_month"
-      ],
-      "type": [
-        "object",
-        "null"
-      ]
-    }
-  },
-  "required": [
-    "estimate",
-    "disclaimer",
-    "country",
-    "household",
-    "gross_annual",
-    "home",
-    "dubai",
-    "fx",
-    "dubai_monthly_costs_aed",
-    "savings",
-    "transport_reference",
-    "notices",
-    "country_notes",
-    "not_modelled",
-    "assumptions",
-    "provenance"
-  ],
-  "type": "object"
-}

removedOutput schema / $defs / RelocationEstimateResponse

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "data": {
-      "anyOf": [
-        {
-          "$ref": "#/$defs/RelocationEstimate"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "links": {
-      "$ref": "#/$defs/Links"
-    },
-    "meta": {
-      "$ref": "#/$defs/ResponseMeta"
-    }
-  },
-  "required": [
-    "meta",
-    "data",
-    "links"
-  ],
-  "type": "object"
-}

removedOutput schema / $defs / TaxCountryModel

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "currency": {
-      "type": "string"
-    },
-    "incomplete_reason": {
-      "type": [
-        "string",
-        "null"
-      ]
-    },
-    "iso2": {
-      "type": "string"
-    },
-    "name": {
-      "type": "string"
-    },
-    "provenance": {
-      "$ref": "#/$defs/Provenance"
-    },
-    "sources": {
-      "items": {
-        "additionalProperties": false,
-        "properties": {
-          "accessed_on": {
-            "anyOf": [
-              {
-                "type": "string"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "title": {
-            "type": "string"
-          },
-          "url": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "title",
-          "url",
-          "accessed_on"
-        ],
-        "type": "object"
-      },
-      "type": "array"
-    },
-    "status": {
-      "enum": [
-        "complete",
-        "incomplete"
-      ],
-      "type": "string"
-    },
-    "tax_year": {
-      "type": [
-        "string",
-        "null"
-      ]
-    },
-    "tax_year_period": {
-      "type": [
-        "string",
-        "null"
-      ]
-    },
-    "variants": {
-      "items": {
-        "additionalProperties": false,
-        "properties": {
-          "label": {
-            "type": "string"
-          },
-          "variant_id": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "variant_id",
-          "label"
-        ],
-        "type": "object"
-      },
-      "type": "array"
-    }
-  },
-  "required": [
-    "iso2",
-    "name",
-    "currency",
-    "status",
-    "incomplete_reason",
-    "tax_year",
-    "tax_year_period",
-    "variants",
-    "sources",
-    "provenance"
-  ],
-  "type": "object"
-}

removedOutput schema / $defs / TaxCountryModelListResponse

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "data": {
-      "items": {
-        "$ref": "#/$defs/TaxCountryModel"
-      },
-      "type": "array"
-    },
-    "links": {
-      "$ref": "#/$defs/Links"
-    },
-    "meta": {
-      "$ref": "#/$defs/ResponseMeta"
-    }
-  },
-  "required": [
-    "meta",
-    "data",
-    "links"
-  ],
-  "type": "object"
-}

removedOutput schema / $defs / ToolFailure

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "error": {
-      "additionalProperties": false,
-      "properties": {
-        "code": {
-          "type": "string"
-        },
-        "message": {
-          "type": "string"
-        },
-        "retry_after_s": {
-          "type": [
-            "integer",
-            "null"
-          ]
-        },
-        "retryable": {
-          "type": "boolean"
-        }
-      },
-      "required": [
-        "code",
-        "message",
-        "retryable",
-        "retry_after_s"
-      ],
-      "type": "object"
-    },
-    "request_id": {
-      "type": [
-        "string",
-        "null"
-      ]
-    }
-  },
-  "required": [
-    "error",
-    "request_id"
-  ],
-  "type": "object"
-}

changedOutput schema / anyOf

Previous value: -[
-  {
-    "$ref": "#/$defs/RelocationEstimateResponse"
-  },
-  {
-    "$ref": "#/$defs/TaxCountryModelListResponse"
-  },
-  {
-    "$ref": "#/$defs/ToolFailure"
-  }
-]New value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "data": {
+        "anyOf": [
+          {
+            "additionalProperties": false,
+            "properties": {
+              "assumptions": {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              },
+              "country": {
+                "additionalProperties": false,
+                "properties": {
+                  "currency": {
+                    "type": "string"
+                  },
+                  "iso2": {
+                    "type": "string"
+                  },
+                  "name": {
+                    "type": "string"
+                  },
+                  "tax_year": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "tax_year_period": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "variant": {
+                    "anyOf": [
+                      {
+                        "type": "string"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "variant_label": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  }
+                },
+                "required": [
+                  "iso2",
+                  "name",
+                  "currency",
+                  "tax_year",
+                  "tax_year_period",
+                  "variant",
+                  "variant_label"
+                ],
+                "type": "object"
+              },
+              "country_notes": {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              },
+              "disclaimer": {
+                "type": "string"
+              },
+              "dubai": {
+                "additionalProperties": false,
+                "properties": {
+                  "gross_annual_aed": {
+                    "type": "number"
+                  },
+                  "income_tax_aed": {
+                    "const": 0
+                  },
+                  "net_annual_aed": {
+                    "type": "number"
+                  },
+                  "net_monthly_aed": {
+                    "type": "number"
+                  }
+                },
+                "required": [
+                  "gross_annual_aed",
+                  "net_annual_aed",
+                  "net_monthly_aed",
+                  "income_tax_aed"
+                ],
+                "type": "object"
+              },
+              "dubai_monthly_costs_aed": {
+                "additionalProperties": false,
+                "properties": {
+                  "groceries": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "health": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "rent": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "school": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "transport": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "utilities": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  }
+                },
+                "required": [
+                  "rent",
+                  "school",
+                  "groceries",
+                  "utilities",
+                  "transport",
+                  "health"
+                ],
+                "type": "object"
+              },
+              "estimate": {
+                "const": true
+              },
+              "fx": {
+                "additionalProperties": false,
+                "properties": {
+                  "aed_per_unit": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "rates_on": {
+                    "anyOf": [
+                      {
+                        "type": "string"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "source": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  }
+                },
+                "required": [
+                  "aed_per_unit",
+                  "rates_on",
+                  "source"
+                ],
+                "type": "object"
+              },
+              "groceries_basket": {
+                "additionalProperties": false,
+                "properties": {
+                  "estimated_aed": {
+                    "additionalProperties": false,
+                    "properties": {
+                      "high_aed": {
+                        "type": "number"
+                      },
+                      "low_aed": {
+                        "type": "number"
+                      },
+                      "value_aed": {
+                        "type": "number"
+                      }
+                    },
+                    "required": [
+                      "value_aed",
+                      "low_aed",
+                      "high_aed"
+                    ],
+                    "type": "object"
+                  },
+                  "items": {
+                    "type": "integer"
+                  },
+                  "items_estimated": {
+                    "type": "integer"
+                  },
+                  "items_observed": {
+                    "type": "integer"
+                  },
+                  "items_unknown": {
+                    "type": "integer"
+                  },
+                  "note": {
+                    "type": "string"
+                  },
+                  "observed_aed": {
+                    "type": "number"
+                  }
+                },
+                "required": [
+                  "items",
+                  "observed_aed",
+                  "estimated_aed",
+                  "items_observed",
+                  "items_estimated",
+                  "items_unknown",
+                  "note"
+                ],
+                "type": "object"
+              },
+              "gross_annual": {
+                "additionalProperties": false,
+                "properties": {
+                  "aed": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "amount": {
+                    "type": "number"
+                  },
+                  "currency": {
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "amount",
+                  "currency",
+                  "aed"
+                ],
+                "type": "object"
+              },
+              "home": {
+                "additionalProperties": false,
+                "properties": {
+                  "breakdown": {
+                    "items": {
+                      "additionalProperties": false,
+                      "properties": {
+                        "amount": {
+                          "type": "number"
+                        },
+                        "component_id": {
+                          "type": "string"
+                        },
+                        "kind": {
+                          "type": "string"
+                        },
+                        "label": {
+                          "type": "string"
+                        }
+                      },
+                      "required": [
+                        "component_id",
+                        "label",
+                        "kind",
+                        "amount"
+                      ],
+                      "type": "object"
+                    },
+                    "type": "array"
+                  },
+                  "currency": {
+                    "type": "string"
+                  },
+                  "effective_rate": {
+                    "type": "number"
+                  },
+                  "effective_rate_percent": {
+                    "type": "number"
+                  },
+                  "income_tax": {
+                    "type": "number"
+                  },
+                  "net_annual": {
+                    "type": "number"
+                  },
+                  "net_annual_aed": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "net_monthly": {
+                    "type": "number"
+                  },
+                  "social_contributions": {
+                    "type": "number"
+                  }
+                },
+                "required": [
+                  "currency",
+                  "net_annual",
+                  "net_monthly",
+                  "income_tax",
+                  "social_contributions",
+                  "effective_rate",
+                  "breakdown",
+                  "net_annual_aed"
+                ],
+                "type": "object"
+              },
+              "household": {
+                "additionalProperties": false,
+                "properties": {
+                  "children": {
+                    "type": "integer"
+                  },
+                  "status": {
+                    "enum": [
+                      "single",
+                      "married"
+                    ]
+                  }
+                },
+                "required": [
+                  "status",
+                  "children"
+                ],
+                "type": "object"
+              },
+              "household_type": {
+                "const": "business_owner"
+              },
+              "not_modelled": {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              },
+              "notices": {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              },
+              "owner_comparison": {
+                "additionalProperties": false,
+                "properties": {
+                  "currency": {
+                    "type": "string"
+                  },
+                  "dubai": {
+                    "additionalProperties": false,
+                    "properties": {
+                      "free_zone": {
+                        "additionalProperties": false,
+                        "properties": {
+                          "corporate_tax": {
+                            "type": "number"
+                          },
+                          "corporate_tax_aed": {
+                            "type": "number"
+                          },
+                          "effective_rate": {
+                            "type": "number"
+                          },
+                          "net_annual": {
+                            "type": "number"
+                          },
+                          "net_annual_aed": {
+                            "type": "number"
+                          },
+                          "saving_annual": {
+                            "type": "number"
+                          },
+                          "saving_annual_aed": {
+                            "type": "number"
+                          }
+                        },
+                        "type": "object"
+                      },
+                      "free_zone_condition": {
+                        "type": "string"
+                      },
+                      "mainland": {
+                        "additionalProperties": false,
+                        "properties": {
+                          "corporate_tax": {
+                            "type": "number"
+                          },
+                          "corporate_tax_aed": {
+                            "type": "number"
+                          },
+                          "effective_rate": {
+                            "type": "number"
+                          },
+                          "net_annual": {
+                            "type": "number"
+                          },
+                          "net_annual_aed": {
+                            "type": "number"
+                          },
+                          "saving_annual": {
+                            "type": "number"
+                          },
+                          "saving_annual_aed": {
+                            "type": "number"
+                          }
+                        },
+                        "type": "object"
+                      }
+                    },
+                    "type": "object"
+                  },
+                  "home": {
+                    "additionalProperties": false,
+                    "properties": {
+                      "corporate_tax": {
+                        "type": "number"
+                      },
+                      "distributed_profit": {
+                        "type": "number"
+                      },
+                      "dividend_tax": {
+                        "type": "number"
+                      },
+                      "effective_rate": {
+                        "type": "number"
+                      },
+                      "net_annual": {
+                        "type": "number"
+                      },
+                      "total_tax": {
+                        "type": "number"
+                      }
+                    },
+                    "type": "object"
+                  },
+                  "leaving": {
+                    "items": {
+                      "additionalProperties": true,
+                      "type": "object"
+                    },
+                    "type": "array"
+                  },
+                  "observed_on": {
+                    "anyOf": [
+                      {
+                        "type": "string"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "small_business_relief": {
+                    "additionalProperties": true,
+                    "type": "object"
+                  },
+                  "sources": {
+                    "additionalProperties": true,
+                    "type": "object"
+                  },
+                  "tax_year": {
+                    "type": "string"
+                  }
+                },
+                "type": "object"
+              },
+              "profit_annual": {
+                "additionalProperties": false,
+                "properties": {
+                  "aed": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "amount": {
+                    "type": "number"
+                  },
+                  "currency": {
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "amount",
+                  "currency",
+                  "aed"
+                ],
+                "type": "object"
+              },
+              "provenance": {
+                "$ref": "#/$defs/Provenance"
+              },
+              "savings": {
+                "additionalProperties": false,
+                "properties": {
+                  "costs_complete": {
+                    "type": "boolean"
+                  },
+                  "dubai_annual_savings": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "dubai_monthly_costs": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "dubai_monthly_net": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "dubai_monthly_savings": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "home_annual_savings": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "home_monthly_net": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "home_monthly_savings": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "missing_costs": {
+                    "items": {
+                      "enum": [
+                        "rent",
+                        "school",
+                        "groceries",
+                        "utilities",
+                        "transport",
+                        "health"
+                      ]
+                    },
+                    "type": "array"
+                  },
+                  "net_gain_annual": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "net_gain_monthly": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "savings_difference_annual": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "savings_difference_monthly": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "withheld_reason": {
+                    "enum": [
+                      "rent_unknown",
+                      null
+                    ]
+                  }
+                },
+                "required": [
+                  "home_monthly_net",
+                  "dubai_monthly_net",
+                  "net_gain_monthly",
+                  "net_gain_annual",
+                  "dubai_monthly_costs",
+                  "missing_costs",
+                  "costs_complete",
+                  "dubai_monthly_savings",
+                  "dubai_annual_savings",
+                  "home_monthly_savings",
+                  "home_annual_savings",
+                  "savings_difference_monthly",
+                  "savings_difference_annual",
+                  "withheld_reason"
+                ],
+                "type": "object"
+              },
+              "transport_reference": {
+                "additionalProperties": false,
+                "properties": {
+                  "car_monthly_aed": {
+                    "type": "number"
+                  },
+                  "fuel_month": {
+                    "type": "string"
+                  },
+                  "km_per_day": {
+                    "type": "number"
+                  },
+                  "public_transport_max_aed": {
+                    "type": "number"
+                  },
+                  "public_transport_min_aed": {
+                    "type": "number"
+                  },
+                  "salik_per_day": {
+                    "type": "integer"
+                  }
+                },
+                "required": [
+                  "car_monthly_aed",
+                  "km_per_day",
+                  "salik_per_day",
+                  "public_transport_min_aed",
+                  "public_transport_max_aed",
+                  "fuel_month"
+                ],
+                "type": [
+                  "object",
+                  "null"
+                ]
+              }
+            },
+            "required": [
+              "estimate",
+              "disclaimer",
+              "country",
+              "household",
+              "gross_annual",
+              "home",
+              "dubai",
+              "fx",
+              "dubai_monthly_costs_aed",
+              "savings",
+              "transport_reference",
+              "notices",
+              "country_notes",
+              "not_modelled",
+              "assumptions",
+              "provenance"
+            ],
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "links": {
+        "$ref": "#/$defs/Links"
+      },
+      "meta": {
+        "$ref": "#/$defs/ResponseMeta"
+      }
+    },
+    "required": [
+      "meta",
+      "data",
+      "links"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "data": {
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "currency": {
+              "type": "string"
+            },
+            "incomplete_reason": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "iso2": {
+              "type": "string"
+            },
+            "name": {
+              "type": "string"
+            },
+            "provenance": {
+              "$ref": "#/$defs/Provenance"
+            },
+            "sources": {
+              "items": {
+                "additionalProperties": false,
+                "properties": {
+                  "accessed_on": {
+                    "anyOf": [
+                      {
+                        "type": "string"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "title": {
+                    "type": "string"
+                  },
+                  "url": {
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "title",
+                  "url",
+                  "accessed_on"
+                ],
+                "type": "object"
+              },
+              "type": "array"
+            },
+            "status": {
+              "enum": [
+                "complete",
+                "incomplete"
+              ]
+            },
+            "tax_year": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "tax_year_period": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "variants": {
+              "items": {
+                "additionalProperties": false,
+                "properties": {
+                  "label": {
+                    "type": "string"
+                  },
+                  "variant_id": {
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "variant_id",
+                  "label"
+                ],
+                "type": "object"
+              },
+              "type": "array"
+            }
+          },
+          "required": [
+            "iso2",
+            "name",
+            "currency",
+            "status",
+            "incomplete_reason",
+            "tax_year",
+            "tax_year_period",
+            "variants",
+            "sources",
+            "provenance"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "links": {
+        "$ref": "#/$defs/Links"
+      },
+      "meta": {
+        "$ref": "#/$defs/ResponseMeta"
+      }
+    },
+    "required": [
+      "meta",
+      "data",
+      "links"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "error": {
+        "additionalProperties": false,
+        "properties": {
+          "code": {
+            "type": "string"
+          },
+          "message": {
+            "type": "string"
+          },
+          "retry_after_s": {
+            "type": [
+              "integer",
+              "null"
+            ]
+          },
+          "retryable": {
+            "type": "boolean"
+          }
+        },
+        "required": [
+          "code",
+          "message",
+          "retryable",
+          "retry_after_s"
+        ],
+        "type": "object"
+      },
+      "request_id": {
+        "type": [
+          "string",
+          "null"
+        ]
+      }
+    },
+    "required": [
+      "error",
+      "request_id"
+    ],
+    "type": "object"
+  }
+]

AddedOct 4, 2026

TDQS

C2.4/5.0

Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, and openWorldHint=false, so the safety profile is covered structurally. The description adds two pieces of context beyond that: the 'No country: models' default behavior and the 'Not tax advice' disclaimer. Both are useful but compressed to the point of ambiguity.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The definition is short, but the compression produces fragments like 'No country: models' that are under-specified rather than concise. Key information (what the tool returns, how inputs combine) is absent, so brevity here costs comprehension.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be explained. However, for a 17-parameter, zero-coverage tool with no required params, the description does not explain how the inputs drive the comparison or which fields are mutually exclusive, leaving the agent unable to construct a correct call.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0% across 17 parameters, so the description carries the full explanatory burden. It touches only 'household=business_owner' and 'profit' (plus a passing mention of country), leaving 14 parameters such as gross_annual, dubai_gross_annual_aed, currency, area, and page_size entirely undefined in prose.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The name and description identify the domain (comparing home-country vs Dubai net pay, taxes, FX, costs, savings) but never state the operation. 'Move to Dubai?' is a rhetorical question rather than a verb+resource, so an agent cannot tell whether this computes, lists, or reports. It is distinguishable from siblings like tax_savings_by_country or labour_calculator only by inference.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The fragments 'No country: models' and 'Owner: household=business_owner + profit' hint at configuration cases but are too telegraphic to act on. There is no explicit statement of when to choose this over the 27 sibling tools, and no prerequisites are given.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

All Brainy Prices — UAE Cost of Living tools Inspect

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