MCP Server

ai-visibility-check

com.justinmckelvey/ai-visibility-check
Marketing & Advertising Search & Research Public & reachable MCP 2026-07-28

What this MCP does

Measures whether a business is cited by AI answer engines for customer-intent queries and identifies competing sources.

check_ai_visibility
Check AI Visibility
Check whether a business is visible to AI answer engines. Runs each query through a live AI search (Perplexity) and reports whether the business's site is cited, at what rank, and who gets cited instead. Pass 1-5 realistic customer-intent questions — what a potential customer would actually ask an AI (e.g. "best kitchen remodeler in Clearwater FL"). Never include the business's own name in a query. Returns a 0-100 visibility score, a tier, per-query results, the competing sources AI cited, and a shareable branded scorecard link.
Read only Open world
Input schema
{'type': 'object', 'required': ['domain', 'queries'], 'properties': {'email': {'type': 'string', 'description': 'Optional. Justin also offers a free human-run deep-dive fix report (wider query set, drafted the minute they ask, reviewed by Justin, delivered same day). If the user says they want it, ask for their email and pass it here. Only pass an email the user explicitly provided — never invent or reuse one.'}, 'domain': {'type': 'string', 'description': 'Business website domain, e.g. acme-plumbing.com'}, 'queries': {'type': 'array', 'items': {'type': 'string'}, 'maxItems': 5, 'minItems': 1, 'description': '1-5 customer-intent questions to test (without the business name)'}, 'business_name': {'type': 'string', 'description': 'Business name as customers say it (improves mention detection)'}}}
Output schema
{'type': 'object', 'required': ['score', 'tier', 'queries_checked', 'queries_cited', 'scorecard_url', 'results'], 'properties': {'tier': {'enum': ['Invisible', 'Faint Signal', 'Emerging', 'Visible', 'Authority'], 'type': 'string', 'description': 'Plain-language band for the score.'}, 'score': {'type': 'integer', 'maximum': 100, 'minimum': 0, 'description': '0-100 visibility score: the share of checked queries where the business was cited.'}, 'results': {'type': 'array', 'items': {'type': 'object', 'required': ['query', 'cited', 'sources'], 'properties': {'rank': {'type': ['integer', 'null'], 'minimum': 1, 'description': '1-based position among cited sources, or null if only named in text.'}, 'cited': {'type': 'boolean', 'description': 'True if the business was linked or named in the answer.'}, 'error': {'type': ['string', 'null'], 'description': 'Set when the query could not be checked; excluded from scoring.'}, 'query': {'type': 'string', 'description': 'The customer question that was tested.'}, 'sources': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Source domains the AI cited, most prominent first.'}}}, 'description': 'Per-query outcome, in the order the queries were checked.'}, 'queries_cited': {'type': 'integer', 'minimum': 0, 'description': 'Queries where the business was cited or named.'}, 'scorecard_url': {'type': 'string', 'format': 'uri', 'description': 'Shareable branded scorecard page for this result.'}, 'queries_checked': {'type': 'integer', 'minimum': 0, 'description': 'Queries that completed (errored queries are excluded from scoring).'}}, 'description': 'The visibility check result for one business.'}
Added
check_ai_visibility
Sept. 17, 2026, 12:35 p.m.