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Rafid Intelligence Network

research_company

Read-onlyIdempotent

Research a company from public web sources: overview, products, leadership, funding, competitors, technology signals, recent developments and risk flags, with cited sources and a confidence score. When: Use when an agent needs a structured research brief on a named company — for sales/investment/partnership research, competitive analysis, or general company background — beyond what a structured company registry alone provides. Selection: supporting; prefer for Use when an agent needs a structured research brief on a named company — for sales/investment/partnership research, competitive analysis, or general company background — beyond what a structured company registry alone provides.. Input is a strict JSON object; see the schema. Price: $0.15 USD per call. A free preview is available through preview_capability before payment. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
depthNostandard
companyYes
countryNo
websiteNo
focusAreasNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / anyOf
      Previous value: -[
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "cached": {
      -        "type": "boolean"
      -      },
      -      "company": {
      -        "additionalProperties": false,
      -        "properties": {
      -          "founded": {
      -            "type": [
      -              "string",
      -              "null"
      -            ]
      -          },
      -          "headquarters": {
      -            "type": [
      -              "string",
      -              "null"
      -            ]
      -          },
      -          "industry": {
      -            "type": [
      -              "string",
      -              "null"
      -            ]
      -          },
      -          "name": {
      -            "type": "string"
      -          },
      -          "website": {
      -            "type": [
      -              "string",
      -              "null"
      -            ]
      -          }
      -        },
      -        "required": [
      -          "name",
      -          "website",
      -          "industry",
      -          "headquarters",
      -          "founded"
      -        ],
      -        "type": "object"
      -      },
      -      "competitors": {
      -        "items": {
      -          "additionalProperties": false,
      -          "properties": {
      -            "name": {
      -              "type": "string"
      -            },
      -            "reason": {
      -              "type": "string"
      -            }
      -          },
      -          "required": [
      -            "name",
      -            "reason"
      -          ],
      -          "type": "object"
      -        },
      -        "type": "array"
      -      },
      -      "confidence": {
      -        "maximum": 1,
      -        "minimum": 0,
      -        "type": "number"
      -      },
      -      "dataFreshness": {
      -        "additionalProperties": false,
      -        "properties": {
      -          "freshnessDays": {
      -            "anyOf": [
      -              {
      -                "maximum": 9007199254740991,
      -                "minimum": -9007199254740991,
      -                "type": "integer"
      -              },
      -              {
      -                "type": "null"
      -              }
      -            ]
      -          },
      -          "latestSourceDate": {
      -            "type": [
      -              "string",
      -              "null"
      -            ]
      -          }
      -        },
      -        "required": [
      -          "latestSourceDate",
      -          "freshnessDays"
      -        ],
      -        "type": "object"
      -      },
      -      "dataMode": {
      -        "enum": [
      -          "live",
      -          "not_configured"
      -        ],
      -        "type": "string"
      -      },
      -      "funding": {
      -        "additionalProperties": false,
      -        "properties": {
      -          "knownRounds": {
      -            "items": {
      -              "additionalProperties": false,
      -              "properties": {
      -                "amount": {
      -                  "type": [
      -                    "string",
      -                    "null"
      -                  ]
      -                },
      -                "date": {
      -                  "type": [
      -                    "string",
      -                    "null"
      -                  ]
      -                },
      -                "investors": {
      -                  "items": {
      -                    "type": "string"
      -                  },
      -                  "type": "array"
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      -                "round": {
      -                  "type": [
      -                    "string",
      -                    "null"
      -                  ]
      -                }
      -              },
      -              "required": [
      -                "round",
      -                "amount",
      -                "date",
      -                "investors"
      -              ],
      -              "type": "object"
      -            },
      -            "type": "array"
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      -          "summary": {
      -            "type": [
      -              "string",
      -              "null"
      -            ]
      -          }
      -        },
      -        "required": [
      -          "summary",
      -          "knownRounds"
      -        ],
      -        "type": "object"
      -      },
      -      "leadership": {
      -        "items": {
      -          "additionalProperties": false,
      -          "properties": {
      -            "name": {
      -              "type": "string"
      -            },
      -            "title": {
      -              "type": [
      -                "string",
      -                "null"
      -              ]
      -            }
      -          },
      -          "required": [
      -            "name",
      -            "title"
      -          ],
      -          "type": "object"
      -        },
      -        "type": "array"
      -      },
      -      "limitations": {
      -        "items": {
      -          "type": "string"
      -        },
      -        "type": "array"
      -      },
      -      "overview": {
      -        "type": [
      -          "string",
      -          "null"
      -        ]
      -      },
      -      "productsAndServices": {
      -        "items": {
      -          "type": "string"
      -        },
      -        "type": "array"
      -      },
      -      "recentDevelopments": {
      -        "items": {
      -          "additionalProperties": false,
      -          "properties": {
      -            "date": {
      -              "type": [
      -                "string",
      -                "null"
      -              ]
      -            },
      -            "source": {
      -              "type": [
      -                "string",
      -                "null"
      -              ]
      -            },
      -            "summary": {
      -              "type": "string"
      -            },
      -            "title": {
      -              "type": "string"
      -            }
      -          },
      -          "required": [
      -            "title",
      -            "date",
      -            "summary",
      -            "source"
      -          ],
      -          "type": "object"
      -        },
      -        "type": "array"
      -      },
      -      "riskFlags": {
      -        "items": {
      -          "type": "string"
      -        },
      -        "type": "array"
      -      },
      -      "sources": {
      -        "items": {
      -          "additionalProperties": false,
      -          "properties": {
      -            "observedAt": {
      -              "type": "string"
      -            },
      -            "publisher": {
      -              "type": [
      -                "string",
      -                "null"
      -              ]
      -            },
      -            "sourceType": {
      -              "enum": [
      -                "web_search",
      -                "company_website",
      -                "news",
      -                "government_registry",
      -                "regulatory_registry",
      -                "sanctions_list",
      -                "domain_registry",
      -                "rafid_oman_registry",
      -                "not_configured"
      -              ],
      -              "type": "string"
      -            },
      -            "title": {
      -              "type": "string"
      -            },
      -            "url": {
      -              "type": [
      -                "string",
      -                "null"
      -              ]
      -            }
      -          },
      -          "required": [
      -            "url",
      -            "title",
      -            "publisher",
      -            "sourceType",
      -            "observedAt"
      -          ],
      -          "type": "object"
      -        },
      -        "type": "array"
      -      },
      -      "technologySignals": {
      -        "items": {
      -          "type": "string"
      -        },
      -        "type": "array"
      -      }
      -    },
      -    "required": [
      -      "company",
      -      "overview",
      -      "productsAndServices",
      -      "leadership",
      -      "funding",
      -      "competitors",
      -      "technologySignals",
      -      "recentDevelopments",
      -      "riskFlags",
      -      "sources",
      -      "confidence",
      -      "dataFreshness",
      -      "cached",
      -      "dataMode",
      -      "limitations"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "nextAction": {
      -        "additionalProperties": false,
      -        "properties": {
      -          "instruction": {
      -            "type": "string"
      -          },
      -          "target": {
      -            "const": "x402_endpoint",
      -            "type": "string"
      -          },
      -          "type": {
      -            "const": "pay_and_retry",
      -            "type": "string"
      -          }
      -        },
      -        "required": [
      -          "type",
      -          "target",
      -          "instruction"
      -        ],
      -        "type": "object"
      -      },
      -      "payment": {
      -        "additionalProperties": false,
      -        "properties": {
      -          "endpoint": {
      -            "type": "string"
      -          },
      -          "method": {
      -            "const": "POST",
      -            "type": "string"
      -          },
      -          "retrySameBody": {
      -            "const": true,
      -            "type": "boolean"
      -          }
      -        },
      -        "required": [
      -          "endpoint",
      -          "method",
      -          "retrySameBody"
      -        ],
      -        "type": "object"
      -      },
      -      "preview": {
      -        "additionalProperties": false,
      -        "properties": {
      -          "fullResultAvailable": {
      -            "const": true,
      -            "type": "boolean"
      -          },
      -          "inputAccepted": {
      -            "const": true,
      -            "type": "boolean"
      -          },
      -          "summary": {
      -            "type": "string"
      -          },
      -          "useCases": {
      -            "items": {
      -              "type": "string"
      -            },
      -            "type": "array"
      -          }
      -        },
      -        "required": [
      -          "inputAccepted",
      -          "fullResultAvailable",
      -          "summary",
      -          "useCases"
      -        ],
      -        "type": "object"
      -      },
      -      "price": {
      -        "additionalProperties": false,
      -        "properties": {
      -          "amount": {
      -            "minimum": 0,
      -            "type": "number"
      -          },
      -          "currency": {
      -            "type": "string"
      -          },
      -          "protocol": {
      -            "const": "x402",
      -            "type": "string"
      -          }
      -        },
      -        "required": [
      -          "amount",
      -          "currency",
      -          "protocol"
      -        ],
      -        "type": "object"
      -      },
      -      "requestId": {
      -        "type": "string"
      -      },
      -      "status": {
      -        "const": "payment_required",
      -        "type": "string"
      -      },
      -      "tool": {
      -        "type": "string"
      -      }
      -    },
      -    "required": [
      -      "status",
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      -      "requestId",
      -      "price",
      -      "preview",
      -      "payment",
      -      "nextAction"
      -    ],
      -    "type": "object"
      -  }
      -]New value: +[
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "cached": {
      +        "type": "boolean"
      +      },
      +      "company": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "founded": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "headquarters": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "industry": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "name": {
      +            "type": "string"
      +          },
      +          "website": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          }
      +        },
      +        "required": [
      +          "name",
      +          "website",
      +          "industry",
      +          "headquarters",
      +          "founded"
      +        ],
      +        "type": "object"
      +      },
      +      "competitors": {
      +        "items": {
      +          "additionalProperties": false,
      +          "properties": {
      +            "name": {
      +              "type": "string"
      +            },
      +            "reason": {
      +              "type": "string"
      +            }
      +          },
      +          "required": [
      +            "name",
      +            "reason"
      +          ],
      +          "type": "object"
      +        },
      +        "type": "array"
      +      },
      +      "confidence": {
      +        "maximum": 1,
      +        "minimum": 0,
      +        "type": "number"
      +      },
      +      "dataFreshness": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "freshnessDays": {
      +            "anyOf": [
      +              {
      +                "maximum": 9007199254740991,
      +                "minimum": -9007199254740991,
      +                "type": "integer"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ]
      +          },
      +          "latestSourceDate": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          }
      +        },
      +        "required": [
      +          "latestSourceDate",
      +          "freshnessDays"
      +        ],
      +        "type": "object"
      +      },
      +      "dataMode": {
      +        "enum": [
      +          "live",
      +          "not_configured"
      +        ],
      +        "type": "string"
      +      },
      +      "funding": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "knownRounds": {
      +            "items": {
      +              "additionalProperties": false,
      +              "properties": {
      +                "amount": {
      +                  "type": [
      +                    "string",
      +                    "null"
      +                  ]
      +                },
      +                "date": {
      +                  "type": [
      +                    "string",
      +                    "null"
      +                  ]
      +                },
      +                "investors": {
      +                  "items": {
      +                    "type": "string"
      +                  },
      +                  "type": "array"
      +                },
      +                "round": {
      +                  "type": [
      +                    "string",
      +                    "null"
      +                  ]
      +                }
      +              },
      +              "required": [
      +                "round",
      +                "amount",
      +                "date",
      +                "investors"
      +              ],
      +              "type": "object"
      +            },
      +            "type": "array"
      +          },
      +          "summary": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          }
      +        },
      +        "required": [
      +          "summary",
      +          "knownRounds"
      +        ],
      +        "type": "object"
      +      },
      +      "leadership": {
      +        "items": {
      +          "additionalProperties": false,
      +          "properties": {
      +            "name": {
      +              "type": "string"
      +            },
      +            "title": {
      +              "type": [
      +                "string",
      +                "null"
      +              ]
      +            }
      +          },
      +          "required": [
      +            "name",
      +            "title"
      +          ],
      +          "type": "object"
      +        },
      +        "type": "array"
      +      },
      +      "limitations": {
      +        "items": {
      +          "type": "string"
      +        },
      +        "type": "array"
      +      },
      +      "overview": {
      +        "type": [
      +          "string",
      +          "null"
      +        ]
      +      },
      +      "productsAndServices": {
      +        "items": {
      +          "type": "string"
      +        },
      +        "type": "array"
      +      },
      +      "recentDevelopments": {
      +        "items": {
      +          "additionalProperties": false,
      +          "properties": {
      +            "date": {
      +              "type": [
      +                "string",
      +                "null"
      +              ]
      +            },
      +            "source": {
      +              "type": [
      +                "string",
      +                "null"
      +              ]
      +            },
      +            "summary": {
      +              "type": "string"
      +            },
      +            "title": {
      +              "type": "string"
      +            }
      +          },
      +          "required": [
      +            "title",
      +            "date",
      +            "summary",
      +            "source"
      +          ],
      +          "type": "object"
      +        },
      +        "type": "array"
      +      },
      +      "riskFlags": {
      +        "items": {
      +          "type": "string"
      +        },
      +        "type": "array"
      +      },
      +      "sources": {
      +        "items": {
      +          "additionalProperties": false,
      +          "properties": {
      +            "observedAt": {
      +              "type": "string"
      +            },
      +            "publisher": {
      +              "type": [
      +                "string",
      +                "null"
      +              ]
      +            },
      +            "sourceType": {
      +              "enum": [
      +                "web_search",
      +                "company_website",
      +                "news",
      +                "government_registry",
      +                "regulatory_registry",
      +                "sanctions_list",
      +                "domain_registry",
      +                "rafid_oman_registry",
      +                "not_configured"
      +              ],
      +              "type": "string"
      +            },
      +            "title": {
      +              "type": "string"
      +            },
      +            "url": {
      +              "type": [
      +                "string",
      +                "null"
      +              ]
      +            }
      +          },
      +          "required": [
      +            "url",
      +            "title",
      +            "publisher",
      +            "sourceType",
      +            "observedAt"
      +          ],
      +          "type": "object"
      +        },
      +        "type": "array"
      +      },
      +      "technologySignals": {
      +        "items": {
      +          "type": "string"
      +        },
      +        "type": "array"
      +      }
      +    },
      +    "required": [
      +      "company",
      +      "overview",
      +      "productsAndServices",
      +      "leadership",
      +      "funding",
      +      "competitors",
      +      "technologySignals",
      +      "recentDevelopments",
      +      "riskFlags",
      +      "sources",
      +      "confidence",
      +      "dataFreshness",
      +      "cached",
      +      "dataMode",
      +      "limitations"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "nextAction": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "instruction": {
      +            "type": "string"
      +          },
      +          "target": {
      +            "enum": [
      +              "x402_endpoint",
      +              "mcp_credits_endpoint",
      +              "payment_endpoint",
      +              "unavailable"
      +            ],
      +            "type": "string"
      +          },
      +          "type": {
      +            "enum": [
      +              "pay_and_retry",
      +              "authorize_and_use_mcp_credits",
      +              "payment_unavailable"
      +            ],
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "type",
      +          "target",
      +          "instruction"
      +        ],
      +        "type": "object"
      +      },
      +      "payment": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "endpoint": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "method": {
      +            "const": "POST",
      +            "type": "string"
      +          },
      +          "retrySameBody": {
      +            "const": true,
      +            "type": "boolean"
      +          }
      +        },
      +        "required": [
      +          "endpoint",
      +          "method",
      +          "retrySameBody"
      +        ],
      +        "type": "object"
      +      },
      +      "paymentGuidance": {},
      +      "preview": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "fullResultAvailable": {
      +            "const": true,
      +            "type": "boolean"
      +          },
      +          "inputAccepted": {
      +            "const": true,
      +            "type": "boolean"
      +          },
      +          "summary": {
      +            "type": "string"
      +          },
      +          "useCases": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          }
      +        },
      +        "required": [
      +          "inputAccepted",
      +          "fullResultAvailable",
      +          "summary",
      +          "useCases"
      +        ],
      +        "type": "object"
      +      },
      +      "price": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "amount": {
      +            "minimum": 0,
      +            "type": "number"
      +          },
      +          "currency": {
      +            "type": "string"
      +          },
      +          "protocol": {
      +            "enum": [
      +              "x402",
      +              "api_credits",
      +              "subscription",
      +              "l402",
      +              "mpp",
      +              "unavailable"
      +            ],
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "amount",
      +          "currency",
      +          "protocol"
      +        ],
      +        "type": "object"
      +      },
      +      "requestId": {
      +        "type": "string"
      +      },
      +      "status": {
      +        "const": "payment_required",
      +        "type": "string"
      +      },
      +      "tool": {
      +        "type": "string"
      +      }
      +    },
      +    "required": [
      +      "status",
      +      "tool",
      +      "requestId",
      +      "price",
      +      "preview",
      +      "payment",
      +      "nextAction"
      +    ],
      +    "type": "object"
      +  }
      +]
  2. Changed4 schema fields changed
    • removedOutput schema / additionalProperties
      Removed value: -false
    • addedOutput schema / anyOf
      Added value: +[
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "cached": {
      +        "type": "boolean"
      +      },
      +      "company": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "founded": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "headquarters": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "industry": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "name": {
      +            "type": "string"
      +          },
      +          "website": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          }
      +        },
      +        "required": [
      +          "name",
      +          "website",
      +          "industry",
      +          "headquarters",
      +          "founded"
      +        ],
      +        "type": "object"
      +      },
      +      "competitors": {
      +        "items": {
      +          "additionalProperties": false,
      +          "properties": {
      +            "name": {
      +              "type": "string"
      +            },
      +            "reason": {
      +              "type": "string"
      +            }
      +          },
      +          "required": [
      +            "name",
      +            "reason"
      +          ],
      +          "type": "object"
      +        },
      +        "type": "array"
      +      },
      +      "confidence": {
      +        "maximum": 1,
      +        "minimum": 0,
      +        "type": "number"
      +      },
      +      "dataFreshness": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "freshnessDays": {
      +            "anyOf": [
      +              {
      +                "maximum": 9007199254740991,
      +                "minimum": -9007199254740991,
      +                "type": "integer"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ]
      +          },
      +          "latestSourceDate": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          }
      +        },
      +        "required": [
      +          "latestSourceDate",
      +          "freshnessDays"
      +        ],
      +        "type": "object"
      +      },
      +      "dataMode": {
      +        "enum": [
      +          "live",
      +          "not_configured"
      +        ],
      +        "type": "string"
      +      },
      +      "funding": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "knownRounds": {
      +            "items": {
      +              "additionalProperties": false,
      +              "properties": {
      +                "amount": {
      +                  "type": [
      +                    "string",
      +                    "null"
      +                  ]
      +                },
      +                "date": {
      +                  "type": [
      +                    "string",
      +                    "null"
      +                  ]
      +                },
      +                "investors": {
      +                  "items": {
      +                    "type": "string"
      +                  },
      +                  "type": "array"
      +                },
      +                "round": {
      +                  "type": [
      +                    "string",
      +                    "null"
      +                  ]
      +                }
      +              },
      +              "required": [
      +                "round",
      +                "amount",
      +                "date",
      +                "investors"
      +              ],
      +              "type": "object"
      +            },
      +            "type": "array"
      +          },
      +          "summary": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          }
      +        },
      +        "required": [
      +          "summary",
      +          "knownRounds"
      +        ],
      +        "type": "object"
      +      },
      +      "leadership": {
      +        "items": {
      +          "additionalProperties": false,
      +          "properties": {
      +            "name": {
      +              "type": "string"
      +            },
      +            "title": {
      +              "type": [
      +                "string",
      +                "null"
      +              ]
      +            }
      +          },
      +          "required": [
      +            "name",
      +            "title"
      +          ],
      +          "type": "object"
      +        },
      +        "type": "array"
      +      },
      +      "limitations": {
      +        "items": {
      +          "type": "string"
      +        },
      +        "type": "array"
      +      },
      +      "overview": {
      +        "type": [
      +          "string",
      +          "null"
      +        ]
      +      },
      +      "productsAndServices": {
      +        "items": {
      +          "type": "string"
      +        },
      +        "type": "array"
      +      },
      +      "recentDevelopments": {
      +        "items": {
      +          "additionalProperties": false,
      +          "properties": {
      +            "date": {
      +              "type": [
      +                "string",
      +                "null"
      +              ]
      +            },
      +            "source": {
      +              "type": [
      +                "string",
      +                "null"
      +              ]
      +            },
      +            "summary": {
      +              "type": "string"
      +            },
      +            "title": {
      +              "type": "string"
      +            }
      +          },
      +          "required": [
      +            "title",
      +            "date",
      +            "summary",
      +            "source"
      +          ],
      +          "type": "object"
      +        },
      +        "type": "array"
      +      },
      +      "riskFlags": {
      +        "items": {
      +          "type": "string"
      +        },
      +        "type": "array"
      +      },
      +      "sources": {
      +        "items": {
      +          "additionalProperties": false,
      +          "properties": {
      +            "observedAt": {
      +              "type": "string"
      +            },
      +            "publisher": {
      +              "type": [
      +                "string",
      +                "null"
      +              ]
      +            },
      +            "sourceType": {
      +              "enum": [
      +                "web_search",
      +                "company_website",
      +                "news",
      +                "government_registry",
      +                "regulatory_registry",
      +                "sanctions_list",
      +                "domain_registry",
      +                "rafid_oman_registry",
      +                "not_configured"
      +              ],
      +              "type": "string"
      +            },
      +            "title": {
      +              "type": "string"
      +            },
      +            "url": {
      +              "type": [
      +                "string",
      +                "null"
      +              ]
      +            }
      +          },
      +          "required": [
      +            "url",
      +            "title",
      +            "publisher",
      +            "sourceType",
      +            "observedAt"
      +          ],
      +          "type": "object"
      +        },
      +        "type": "array"
      +      },
      +      "technologySignals": {
      +        "items": {
      +          "type": "string"
      +        },
      +        "type": "array"
      +      }
      +    },
      +    "required": [
      +      "company",
      +      "overview",
      +      "productsAndServices",
      +      "leadership",
      +      "funding",
      +      "competitors",
      +      "technologySignals",
      +      "recentDevelopments",
      +      "riskFlags",
      +      "sources",
      +      "confidence",
      +      "dataFreshness",
      +      "cached",
      +      "dataMode",
      +      "limitations"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "nextAction": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "instruction": {
      +            "type": "string"
      +          },
      +          "target": {
      +            "const": "x402_endpoint",
      +            "type": "string"
      +          },
      +          "type": {
      +            "const": "pay_and_retry",
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "type",
      +          "target",
      +          "instruction"
      +        ],
      +        "type": "object"
      +      },
      +      "payment": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "endpoint": {
      +            "type": "string"
      +          },
      +          "method": {
      +            "const": "POST",
      +            "type": "string"
      +          },
      +          "retrySameBody": {
      +            "const": true,
      +            "type": "boolean"
      +          }
      +        },
      +        "required": [
      +          "endpoint",
      +          "method",
      +          "retrySameBody"
      +        ],
      +        "type": "object"
      +      },
      +      "preview": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "fullResultAvailable": {
      +            "const": true,
      +            "type": "boolean"
      +          },
      +          "inputAccepted": {
      +            "const": true,
      +            "type": "boolean"
      +          },
      +          "summary": {
      +            "type": "string"
      +          },
      +          "useCases": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          }
      +        },
      +        "required": [
      +          "inputAccepted",
      +          "fullResultAvailable",
      +          "summary",
      +          "useCases"
      +        ],
      +        "type": "object"
      +      },
      +      "price": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "amount": {
      +            "minimum": 0,
      +            "type": "number"
      +          },
      +          "currency": {
      +            "type": "string"
      +          },
      +          "protocol": {
      +            "const": "x402",
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "amount",
      +          "currency",
      +          "protocol"
      +        ],
      +        "type": "object"
      +      },
      +      "requestId": {
      +        "type": "string"
      +      },
      +      "status": {
      +        "const": "payment_required",
      +        "type": "string"
      +      },
      +      "tool": {
      +        "type": "string"
      +      }
      +    },
      +    "required": [
      +      "status",
      +      "tool",
      +      "requestId",
      +      "price",
      +      "preview",
      +      "payment",
      +      "nextAction"
      +    ],
      +    "type": "object"
      +  }
      +]
    • removedOutput schema / properties
      Removed value: -{
      -  "cached": {
      -    "type": "boolean"
      -  },
      -  "company": {
      -    "additionalProperties": false,
      -    "properties": {
      -      "founded": {
      -        "type": [
      -          "string",
      -          "null"
      -        ]
      -      },
      -      "headquarters": {
      -        "type": [
      -          "string",
      -          "null"
      -        ]
      -      },
      -      "industry": {
      -        "type": [
      -          "string",
      -          "null"
      -        ]
      -      },
      -      "name": {
      -        "type": "string"
      -      },
      -      "website": {
      -        "type": [
      -          "string",
      -          "null"
      -        ]
      -      }
      -    },
      -    "required": [
      -      "name",
      -      "website",
      -      "industry",
      -      "headquarters",
      -      "founded"
      -    ],
      -    "type": "object"
      -  },
      -  "competitors": {
      -    "items": {
      -      "additionalProperties": false,
      -      "properties": {
      -        "name": {
      -          "type": "string"
      -        },
      -        "reason": {
      -          "type": "string"
      -        }
      -      },
      -      "required": [
      -        "name",
      -        "reason"
      -      ],
      -      "type": "object"
      -    },
      -    "type": "array"
      -  },
      -  "confidence": {
      -    "maximum": 1,
      -    "minimum": 0,
      -    "type": "number"
      -  },
      -  "dataFreshness": {
      -    "additionalProperties": false,
      -    "properties": {
      -      "freshnessDays": {
      -        "anyOf": [
      -          {
      -            "maximum": 9007199254740991,
      -            "minimum": -9007199254740991,
      -            "type": "integer"
      -          },
      -          {
      -            "type": "null"
      -          }
      -        ]
      -      },
      -      "latestSourceDate": {
      -        "type": [
      -          "string",
      -          "null"
      -        ]
      -      }
      -    },
      -    "required": [
      -      "latestSourceDate",
      -      "freshnessDays"
      -    ],
      -    "type": "object"
      -  },
      -  "dataMode": {
      -    "enum": [
      -      "live",
      -      "not_configured"
      -    ],
      -    "type": "string"
      -  },
      -  "funding": {
      -    "additionalProperties": false,
      -    "properties": {
      -      "knownRounds": {
      -        "items": {
      -          "additionalProperties": false,
      -          "properties": {
      -            "amount": {
      -              "type": [
      -                "string",
      -                "null"
      -              ]
      -            },
      -            "date": {
      -              "type": [
      -                "string",
      -                "null"
      -              ]
      -            },
      -            "investors": {
      -              "items": {
      -                "type": "string"
      -              },
      -              "type": "array"
      -            },
      -            "round": {
      -              "type": [
      -                "string",
      -                "null"
      -              ]
      -            }
      -          },
      -          "required": [
      -            "round",
      -            "amount",
      -            "date",
      -            "investors"
      -          ],
      -          "type": "object"
      -        },
      -        "type": "array"
      -      },
      -      "summary": {
      -        "type": [
      -          "string",
      -          "null"
      -        ]
      -      }
      -    },
      -    "required": [
      -      "summary",
      -      "knownRounds"
      -    ],
      -    "type": "object"
      -  },
      -  "leadership": {
      -    "items": {
      -      "additionalProperties": false,
      -      "properties": {
      -        "name": {
      -          "type": "string"
      -        },
      -        "title": {
      -          "type": [
      -            "string",
      -            "null"
      -          ]
      -        }
      -      },
      -      "required": [
      -        "name",
      -        "title"
      -      ],
      -      "type": "object"
      -    },
      -    "type": "array"
      -  },
      -  "limitations": {
      -    "items": {
      -      "type": "string"
      -    },
      -    "type": "array"
      -  },
      -  "overview": {
      -    "type": [
      -      "string",
      -      "null"
      -    ]
      -  },
      -  "productsAndServices": {
      -    "items": {
      -      "type": "string"
      -    },
      -    "type": "array"
      -  },
      -  "recentDevelopments": {
      -    "items": {
      -      "additionalProperties": false,
      -      "properties": {
      -        "date": {
      -          "type": [
      -            "string",
      -            "null"
      -          ]
      -        },
      -        "source": {
      -          "type": [
      -            "string",
      -            "null"
      -          ]
      -        },
      -        "summary": {
      -          "type": "string"
      -        },
      -        "title": {
      -          "type": "string"
      -        }
      -      },
      -      "required": [
      -        "title",
      -        "date",
      -        "summary",
      -        "source"
      -      ],
      -      "type": "object"
      -    },
      -    "type": "array"
      -  },
      -  "riskFlags": {
      -    "items": {
      -      "type": "string"
      -    },
      -    "type": "array"
      -  },
      -  "sources": {
      -    "items": {
      -      "additionalProperties": false,
      -      "properties": {
      -        "observedAt": {
      -          "type": "string"
      -        },
      -        "publisher": {
      -          "type": [
      -            "string",
      -            "null"
      -          ]
      -        },
      -        "sourceType": {
      -          "enum": [
      -            "web_search",
      -            "company_website",
      -            "news",
      -            "government_registry",
      -            "regulatory_registry",
      -            "sanctions_list",
      -            "domain_registry",
      -            "rafid_oman_registry",
      -            "not_configured"
      -          ],
      -          "type": "string"
      -        },
      -        "title": {
      -          "type": "string"
      -        },
      -        "url": {
      -          "type": [
      -            "string",
      -            "null"
      -          ]
      -        }
      -      },
      -      "required": [
      -        "url",
      -        "title",
      -        "publisher",
      -        "sourceType",
      -        "observedAt"
      -      ],
      -      "type": "object"
      -    },
      -    "type": "array"
      -  },
      -  "technologySignals": {
      -    "items": {
      -      "type": "string"
      -    },
      -    "type": "array"
      -  }
      -}
    • removedOutput schema / required
      Removed value: -[
      -  "company",
      -  "overview",
      -  "productsAndServices",
      -  "leadership",
      -  "funding",
      -  "competitors",
      -  "technologySignals",
      -  "recentDevelopments",
      -  "riskFlags",
      -  "sources",
      -  "confidence",
      -  "dataFreshness",
      -  "cached",
      -  "dataMode",
      -  "limitations"
      -]
  3. Added

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