{
"openapi": "3.0.1",
"info": {
"title": "Google Maps Review Intelligence",
"description": "Scrape Google Maps reviews and analyze them with AI: sentiment analysis, complaint taxonomy, topic clusters, competitor delta comparison, and drafted owner responses. The all-in-one reputation intelligence tool.",
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"components": {
"schemas": {
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"required": [
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"properties": {
"startUrls": {
"title": "Google Maps place URLs",
"type": "array",
"description": "Google Maps place URLs to scrape reviews from. Works with any place URL format: /maps/place/..., /maps/search/..., or google.com/maps?cid=.... Add 2+ locations to enable competitor comparison.",
"items": {
"type": "object",
"required": [
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"properties": {
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"type": "string",
"title": "URL of a web page",
"format": "uri"
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}
},
"placeIds": {
"title": "Place IDs",
"type": "array",
"description": "Google Maps place IDs (e.g. ChIJabcdEFGHijklMNOPqrstUVWX). Alternative to startUrls.",
"items": {
"type": "string",
"pattern": "\\S+"
}
},
"maxReviews": {
"title": "Max reviews per place",
"minimum": 1,
"maximum": 5000,
"type": "integer",
"description": "Maximum number of reviews to scrape and analyze per location. More reviews = more compute + AI cost.",
"default": 100
},
"reviewsSort": {
"title": "Sort reviews by",
"enum": [
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"mostRelevant",
"highestRanking",
"lowestRanking"
],
"type": "string",
"description": "How to sort reviews from Google Maps.",
"default": "newest"
},
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"title": "OpenAI API Key",
"type": "string",
"description": "Your OpenAI API key for AI analysis. Required. You can also set it as the environment variable OPENAI_API_KEY."
},
"openaiModel": {
"title": "AI Model",
"enum": [
"gpt-5-mini",
"gpt-5.5",
"gpt-5",
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"type": "string",
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},
"batchSize": {
"title": "Reviews per AI batch",
"minimum": 1,
"maximum": 30,
"type": "integer",
"description": "Number of reviews analyzed per LLM call. Lower = more accurate but slower. Higher = faster but may miss details.",
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},
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"type": "boolean",
"description": "Generate AI-drafted responses for reviews (especially negative ones). These appear in the dataset and report.",
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},
"generateReport": {
"title": "Generate intelligence report",
"type": "boolean",
"description": "Generate a full Markdown report and JSON summary saved to the key-value store.",
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},
"language": {
"title": "Response language",
"enum": [
"auto",
"English",
"Spanish",
"French",
"German",
"Portuguese",
"Italian",
"Dutch",
"Japanese",
"Korean",
"Chinese"
],
"type": "string",
"description": "Language for AI-generated content (owner responses, report). Use 'auto' to match each review's language.",
"default": "auto"
}
}
},
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"type": "string"
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"type": "string",
"format": "date-time",
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"type": "string",
"format": "date-time",
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"example": "READY"
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"meta": {
"type": "object",
"properties": {
"origin": {
"type": "string",
"example": "API"
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"type": "string"
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"type": "integer",
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"computeUnits": {
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},
"options": {
"type": "object",
"properties": {
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"type": "string",
"example": "latest"
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"timeoutSecs": {
"type": "integer",
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"memoryMbytes": {
"type": "integer",
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"diskMbytes": {
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},
"buildId": {
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"defaultKeyValueStoreId": {
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"defaultDatasetId": {
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}
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},
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