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Analyzes local-business visibility in AI search, identifies review gaps, scans competitors, and supports local SEO research.
기능
도구
8
도구
check_facts
AI Fact-Check
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 â 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: $1.49 per delivered check.
읽기 전용
입력 스키마
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['businessName', 'location'], 'properties': {'website': {'type': 'string', 'maxLength': 300, 'description': 'Optional: the business website â\x80\x94 if an AI answer cites this domain, a mismatch is treated as a possibly-stale discrepancy rather than an error'}, 'location': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'City and state/region, e.g. "Cincinnati, OH"'}, 'businessName': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'The local business to fact-check'}, 'businessType': {'type': 'string', 'maxLength': 80, 'description': 'Optional category anchor, e.g. "restaurant" â\x80\x94 helps resolve the business; not required'}}}
check_report_status
Check Report Status
Poll a deep research report by slug. Free. Returns status (generating / ready / failed); a failed report triggers the automatic refund of its launch charge. Deep reports typically take 10-20 minutes â poll every few minutes, not every few seconds.
읽기 전용
입력 스키마
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'maxLength': 200, 'minLength': 1, 'description': 'The slug returned by start_deep_report'}}}
check_visibility
AI Visibility Check
Ask ChatGPT and Perplexity live (with web search) who they'd recommend in a business's category and city, and report whether THIS business appears. Returns honest appearance counts (never an invented metric), a per-engine split, who gets recommended instead, and which local sites the AI answers cite. AI answers vary substantially between runs â one check is a snapshot, not a stable measurement; re-check over time for the real picture. Call this when a user wants to know if AI assistants recommend a local business. Takes ~10-30 seconds. Price: $0.79 per delivered check.
읽기 전용
입력 스키마
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['businessName', 'location', 'businessType'], 'properties': {'website': {'type': 'string', 'maxLength': 300, 'description': 'Optional: the business website â\x80\x94 a cited domain counts as an appearance'}, 'location': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'City and state/region, e.g. "Cincinnati, OH"'}, 'businessName': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'The local business to check'}, 'businessType': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'Category anchor, e.g. "gym" â\x80\x94 the AI assistants are asked category questions, so this is required'}}}
get_report_result
Get Report Result
Fetch a completed deep research report by slug. Free. Returns the long-form report (markdown), a structured-findings JSON block, the action list, and the report card. If the report is still generating you get its status instead; if it failed, the launch charge is refunded automatically.
읽기 전용
입력 스키마
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'maxLength': 200, 'minLength': 1, 'description': 'The slug returned by start_deep_report'}}}
ping
Ping Moonlings
Returns server status, the price list, and (when authenticated) your credit balance. Free â call it to check connectivity and see what this server offers.
읽기 전용
입력 스키마
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
review_gap
Review Gap Check
Compare a local business's Google rating and review count against the top same-category rivals nearby, with the gap math done: who leads, the rating delta, the review-volume ratio, and a verdict (leading / rated_equal_or_better_but_outreviewed / trailing). Live Google Maps lookup at call time. Call this when a user wants to know how a business's reviews stack up against local competitors. Takes a few seconds. Price: $0.39 per delivered comparison.
읽기 전용
입력 스키마
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['businessName', 'location', 'businessType'], 'properties': {'address': {'type': 'string', 'maxLength': 200, 'description': 'Optional: street address of the SPECIFIC location to compare, e.g. "332 Ludlow Ave" â\x80\x94 use for chains/multi-location businesses so the right branch anchors the comparison'}, 'location': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'City and state/region, e.g. "Cincinnati, OH"'}, 'businessName': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'The local business to check'}, 'businessType': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'Category anchor, e.g. "dentist" â\x80\x94 rivals are the top Google Maps results for this category nearby'}}}
run_scan
Competitor Quick Scan
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 â the authoritative numbers; finding source URLs are verified against what the agent actually retrieved). The AI-visibility portion is a single-run snapshot â AI answers vary substantially between runs. BLOCKING and slow: typically 2-4 minutes â only call it from contexts that tolerate a long tool call. Price: $1.99 per delivered scan; a failed scan is never charged.
읽기 전용
입력 스키마
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['businessName', 'location', 'businessType'], 'properties': {'address': {'type': 'string', 'maxLength': 200, 'description': 'Optional: street address of the SPECIFIC location to scan, e.g. "332 Ludlow Ave" â\x80\x94 use for chains/multi-location businesses so the right branch anchors the review comparison'}, 'location': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'City and state/region, e.g. "Cincinnati, OH"'}, 'businessName': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'The local business to scan'}, 'businessType': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'Category anchor, e.g. "ice cream shop" â\x80\x94 rival discovery and AI sampling are both category-anchored'}}}
start_deep_report
Start Deep Research Report
Launch a full overnight-grade research report on a local business: an autonomous research crew maps the competitive landscape, reads the business's and rivals' web presence, and delivers a long-form graded report with structured findings and an action list. ASYNC: this tool returns a slug immediately; the report takes roughly 10-20 minutes. Poll check_report_status, then fetch with get_report_result. Price: $9.99, charged when the report launches; if the report fails, the charge is refunded automatically. Each call starts a NEW report â do not retry a call that already returned a slug.
입력 스키마
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['businessName', 'location', 'businessType'], 'properties': {'brief': {'type': 'string', 'maxLength': 2000, 'description': 'Optional research focus, e.g. "we\'re losing weekend foot traffic â\x80\x94 figure out why"'}, 'website': {'type': 'string', 'maxLength': 300, 'description': 'Optional: the business website, read to ground services and positioning'}, 'location': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'City and state/region, e.g. "Cincinnati, OH"'}, 'businessName': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'The local business to research'}, 'businessType': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'Category anchor, e.g. "dentist" â\x80\x94 competitor discovery is category-anchored'}}}
기록
최근 도구 변경
추가됨
get_report_result
2026년 9월 17일 7:57 AM
추가됨
check_report_status
2026년 9월 17일 7:57 AM
추가됨
start_deep_report
2026년 9월 17일 7:57 AM
추가됨
run_scan
2026년 9월 17일 7:57 AM
추가됨
check_facts
2026년 9월 17일 7:57 AM
추가됨
review_gap
2026년 9월 17일 7:57 AM
추가됨
check_visibility
2026년 9월 17일 7:57 AM
추가됨
ping
2026년 9월 17일 7:57 AM
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