{ "openapi": "3.0.1", "info": { "title": "Instagram Bot / Fake-Follower Heuristic Analyzer", "description": "Analyze public Instagram profiles for suspicious audience-quality signals using transparent heuristics. 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You can mix this with profileUrls. Examples: natgeo, nasa.", "items": { "type": "string" }, "default": [ "natgeo" ] }, "profileUrls": { "title": "Instagram Profile URLs", "type": "array", "description": "Public Instagram profile URLs to analyze. Examples: https://www.instagram.com/natgeo/. Post and reel URLs are rejected.", "items": { "type": "string" }, "default": [] }, "includeRecentPostsSample": { "title": "Include Recent Posts Sample", "type": "boolean", "description": "Sample a small set of recent visible posts/reels to compute engagement and recency signals. Disable to keep runs minimal — confidence will drop and engagement-based flags will not fire.", "default": true }, "recentPostsLimit": { "title": "Recent Posts Limit", "minimum": 0, "maximum": 24, "type": "integer", "description": "Maximum number of recent posts/reels analyzed per profile. Bounded to keep cost and runtime predictable.", "default": 9 }, "includeDerivedSignals": { "title": "Include Derived Signals", "type": "boolean", "description": "Compute derived ratio fields (engagement rate, comments-to-likes, followers-to-following, etc.). Heuristic flags and the bot-risk score are still emitted when this is off, but ratio fields will be null.", "default": true }, "includeProfileContext": { "title": "Include Profile Context", "type": "boolean", "description": "Include the public profile context fields (biography, external URL, account type, category) in the output row.", "default": true }, "minVisiblePostsRequired": { "title": "Minimum Visible Posts For Confident Score", "minimum": 0, "maximum": 24, "type": "integer", "description": "Threshold used for the confidence score. 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