Moonlings — Local Business Intelligence

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                "description": "Returns server status, the price list, and (when authenticated) your credit balance. Free \u2014 call it to check connectivity and see what this server offers.",
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                      "description": "Category anchor, e.g. \"dentist\" \u2014 rivals are the top Google Maps results for this category nearby",
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                "name": "review_gap",
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                "description": "Find what AI assistants get WRONG about a local business. Asks ChatGPT and Perplexity live (with web search) about the business's hours, address, phone, and category, then verifies each stated fact against Google Business ground truth. Returns a severity-ranked list of conflicts (with the AI's value vs. the trusted value and source) plus discrepancies to check. Conservative by design: a claim with no trusted source is 'unverifiable' (never an error), and a conflict is only counted when it reproduces across engines \u2014 so it won't cry wolf. Call this when a user asks whether AI has the right info about a business, or 'why does ChatGPT say we're closed'. Takes ~15-30 seconds. Price: $1.49 per delivered check.",
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                      "description": "Optional category anchor, e.g. \"restaurant\" \u2014 helps resolve the business; not required",
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                    "website": {
                      "description": "Optional: the business website \u2014 if an AI answer cites this domain, a mismatch is treated as a possibly-stale discrepancy rather than an error",
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                "description": "A live competitor scan: a research agent finds the business's strongest same-category rival nearby and scouts it (offer, pricing signals, review positioning, what they do that this business doesn't), while two ground-truth lookups run in parallel: ChatGPT/Perplexity sampling for AI-assistant visibility, and a direct Google Places review comparison (reviewSnapshot \u2014 the authoritative numbers; finding source URLs are verified against what the agent actually retrieved). The AI-visibility portion is a single-run snapshot \u2014 AI answers vary substantially between runs. BLOCKING and slow: typically 2-4 minutes \u2014 only call it from contexts that tolerate a long tool call. Price: $1.99 per delivered scan; a failed scan is never charged.",
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                      "description": "Category anchor, e.g. \"ice cream shop\" \u2014 rival discovery and AI sampling are both category-anchored",
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                "name": "run_scan",
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