Custom Blinds Shop

get_product_recommendation

Translate a customer's primary concern into a product recommendation. primary_concern must be one of: blockout, heat, glare, moisture, privacy, security, automation. Optionally narrow by room (bedroom, lounge, etc.), location, budget, and aesthetic. Returns a recommended product_id with rationale — pass it to get_price or configure_product next. Security concern routes to brochure MCP (Garden Route customers only).

Input Schema

TableJSON Schema

Name	Required	Description	Default
`room`	No
`location`	No
`aesthetic`	No
`max_budget_zar`	No
`primary_concern`	Yes

Output Schema

TableJSON Schema

Name	Required	Description	Default
`notes`	No
`handoff`	No
`recommendations`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed1 schema field changedOct 11, 2026

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "additionalProperties": true,
+  "properties": {
+    "handoff": {
+      "additionalProperties": true,
+      "properties": {
+        "product_family": {
+          "type": "string"
+        },
+        "reason": {
+          "type": "string"
+        },
+        "url": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "url",
+        "product_family",
+        "reason"
+      ],
+      "type": "object"
+    },
+    "notes": {
+      "type": "string"
+    },
+    "recommendations": {
+      "items": {
+        "additionalProperties": true,
+        "properties": {
+          "currency": {
+            "const": "ZAR",
+            "type": "string"
+          },
+          "product_id": {
+            "type": "string"
+          },
+          "product_name": {
+            "type": "string"
+          },
+          "reason": {
+            "type": "string"
+          },
+          "shop_url": {
+            "type": "string"
+          },
+          "starting_price_zar_for_1m_x_1m": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          }
+        },
+        "required": [
+          "product_id",
+          "product_name",
+          "reason",
+          "starting_price_zar_for_1m_x_1m",
+          "currency",
+          "shop_url"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    }
+  },
+  "required": [
+    "recommendations"
+  ],
+  "type": "object"
+}

First observedMay 25, 2026

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