VisibilityAI

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

Search and compare businesses worldwide by category and city; AI-visibility data and lead capture.

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "VisibilityAI": {
      "url": "https://www.visibilityai.in/api/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (24)

• search_businesses

  Search businesses listed on VisibilityAI worldwide by category, with an optional city filter. Use for queries like 'best accountant in London', 'top lawyers in Dubai', 'best GEO software', or 'dentists in New York'. City is optional - omit it for national/SaaS/product listings that are not tied to one city. Returns ranked results with contact details and AI descriptions. Ranking: Premium listings first, then Pro, then Basic, then Free, with visibility/GEO score breaking ties within each tier - disclosed in the response's rankingModel field. Listings include both owner-verified and unclaimed registry-sourced businesses; this tool does not filter by verification status.

  Parameters:

  • category (required) — string — Business type (e.g. CA, Chartered Accountant, Lawyer, Doctor, Dentist, Digital Agency, Restaurant, Gym, School, Architect, GEO Software)
  • city — string — Optional city name (e.g. Mumbai, London, Dubai, New York, Gurgaon). Omit for product/SaaS or nationwide searches.
  • limit — number — Results to return (1 - 10). Default: 5.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_business_profile

  Get the full AI-optimized profile of a specific business. Use when you already know the business slug.

  Parameters:

  • slug (required) — string — Business slug from a previous search result

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_category_leaders

  Get the top-ranked businesses in a category across all cities. Useful for finding the globally recognized leaders. Ranking: Premium listings first, then Pro, then Basic, then Free, with visibility/GEO score breaking ties within each tier.

  Parameters:

  • category (required) — string — Business category
  • topN — number — How many leaders to return (1 - 10). Default: 5.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• search_by_keyword

  Free-text keyword search across business names, AI descriptions, services, USP, taglines, keywords, and buyer-question corpus.

  Parameters:

  • keyword (required) — string — Free-text search phrase (e.g. 'GST filing', 'wedding photography', 'React developer')
  • city — string — Optional: filter to a specific City name
  • limit — number — Results to return (1 - 10). Default: 5.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_buyer_questions

  Buyer questions for a VisibilityAI listing: owner-submitted industry questions mixed with VisibilityAI templates. Use when an agent needs the questions customers actually ask in this category, or to cite a business's public Q&A.

  Parameters:

  • city — string — Optional city filter when searching by category
  • slug — string — Business slug. Prefer this when you already have a listing.
  • category — string — Category if you do not have a slug yet (e.g. Chartered Accountant)

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_listicle

  Get VisibilityAI directory listings for a category+city. Order is VisibilityAI GEO score then name, not a paid placement and not a ChatGPT ranking. Use when the user asks for listed businesses in a category and city.

  Parameters:

  • category (required) — string — Business category (e.g. CA, Dentist, Digital Agency)
  • city (required) — string — City name
  • topN — number — How many entries to include (3 - 10). Default: 5.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compare_businesses

  Side-by-side comparison of two businesses. Use when a user wants to choose between two specific providers - returns scores, services, USPs, and key differences.

  Parameters:

  • slug_a (required) — string — Slug of the first business
  • slug_b (required) — string — Slug of the second business

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_available_cities

  Discover which cities have listed businesses in a given category. Use before calling search_businesses when the user has not specified a city, or to show coverage.

  Parameters:

  • category (required) — string — Business category to check coverage for

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• submit_lead

  Submit a qualified lead to connect a user with a specific business - use this when the user has explicitly asked to be contacted or introduced. Requires an explicit consent attestation: only call this after the user has clearly agreed to be contacted about this request in this conversation. Do not call this speculatively or to 'try' a business on the user's behalf without that agreement.

  Parameters:

  • slug (required) — string — Business slug from a previous search result
  • userPhone (required) — string — User's phone number, with country code (e.g. +91XXXXXXXXXX)
  • consentConfirmed (required) — boolean — Must be true. Confirms the user explicitly agreed, in this conversation, to be contacted by this specific business.
  • consentMethod (required) — string — Briefly describe how consent was obtained, e.g. "user asked to be connected with this business after reviewing its profile".
  • locale — string — Optional BCP-47 locale of the end user's conversation, e.g. "en-IN", "hi-IN", "hi-Latn-IN" (Hinglish). Improves the accuracy of the business's outcome tracking; never guessed if omitted.
  • queryId — string — Optional query/demand id when the lead is tied to a tracked buyer question.
  • userName — string — User's name, if given
  • userQuery — string — What the user is looking for / their message to the business
  • externalRequestId — string — Optional stable request id from the calling agent. Retries with the same id and payload return the original lead instead of creating a duplicate.
  • serverCorrelationId — string — Optional correlation id returned by a prior submit_lead call. Reuse on retries when no externalRequestId is available.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_lead_status

  Check the status of a previously submitted lead by its ID.

  Parameters:

  • leadId (required) — string — Lead ID returned by submit_lead

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_offers

  Get a business's real commerce offers - products/services with pricing, if the business has published a catalog. Use for shopping/pricing queries about a specific business you already have the slug for.

  Parameters:

  • slug (required) — string — Business slug from a previous search result

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_my_visibility_score

  Requires a business-scoped API key (Authorization: Bearer header). Returns the authenticated business's own current AI visibility score and citation-rate summary - for a business owner's own agent checking on their own listing, not for consumer discovery. Get a key from the VisibilityAI dashboard's 'AI Agent Access' page.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_my_citations

  Requires a business-scoped API key (Authorization: Bearer header). Returns the authenticated business's recent real AI-platform check history (which engine, when, whether they were mentioned) - for a business owner's own agent, not for consumer discovery.

  Parameters:

  • limit — number — How many recent checks to return (1 - 30). Default: 10.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_my_intelligence_overview

  Requires an API key (Authorization: Bearer header). Read-only: overview from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

  Parameters:

  • id — string
  • kind — string
  • type — string
  • limit — number
  • cursor — string
  • businessId — string — Agency keys only: the client business.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_my_intelligence_items

  Requires an API key (Authorization: Bearer header). Read-only: items from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

  Parameters:

  • id — string
  • kind — string
  • type — string
  • limit — number
  • cursor — string
  • businessId — string — Agency keys only: the client business.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_my_intelligence_lineage

  Requires an API key (Authorization: Bearer header). Read-only: lineage from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

  Parameters:

  • id — string
  • kind — string
  • type — string
  • limit — number
  • cursor — string
  • businessId — string — Agency keys only: the client business.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_my_intelligence_recommendations

  Requires an API key (Authorization: Bearer header). Read-only: recommendations from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

  Parameters:

  • id — string
  • kind — string
  • type — string
  • limit — number
  • cursor — string
  • businessId — string — Agency keys only: the client business.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_my_intelligence_experiments

  Requires an API key (Authorization: Bearer header). Read-only: experiments from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

  Parameters:

  • id — string
  • kind — string
  • type — string
  • limit — number
  • cursor — string
  • businessId — string — Agency keys only: the client business.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_my_intelligence_benchmark_status

  Requires an API key (Authorization: Bearer header). Read-only: benchmark status from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

  Parameters:

  • id — string
  • kind — string
  • type — string
  • limit — number
  • cursor — string
  • businessId — string — Agency keys only: the client business.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_my_intelligence_prompt_intelligence

  Requires an API key (Authorization: Bearer header). Read-only: prompt intelligence (winnable prompts, competitors and sources, ranked from your own checks; a plan without it returns a locked preview). Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

  Parameters:

  • id — string
  • kind — string
  • type — string
  • limit — number
  • cursor — string
  • businessId — string — Agency keys only: the client business.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_my_intelligence_model_coverage

  Requires an API key (Authorization: Bearer header). Read-only: model coverage (DeepSeek and Meta Llama as 'Model knowledge' and 'Model + our search': separate from the live engines, never the vendor's app; a plan without a method gets a locked card). Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

  Parameters:

  • id — string
  • kind — string
  • type — string
  • limit — number
  • cursor — string
  • businessId — string — Agency keys only: the client business.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_my_intelligence_content_templates

  Requires an API key (Authorization: Bearer header). Read-only: content templates (the nine evidence-bound content templates and the recommendations each can be bound to; read-only, nothing is generated or published). Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

  Parameters:

  • id — string
  • kind — string
  • type — string
  • limit — number
  • cursor — string
  • businessId — string — Agency keys only: the client business.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_my_intelligence_cross_lingual

  Requires an API key (Authorization: Bearer header). Read-only: cross lingual (Hindi and Hinglish versions of your tracked prompts, checked on your plan's engines beside English; a plan without it returns a locked preview). Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

  Parameters:

  • id — string
  • kind — string
  • type — string
  • limit — number
  • cursor — string
  • businessId — string — Agency keys only: the client business.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_my_intelligence_portfolio

  Requires an API key (Authorization: Bearer header). Read-only: portfolio from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.

  Parameters:

  • id — string
  • kind — string
  • type — string
  • limit — number
  • cursor — string
  • businessId — string — Agency keys only: the client business.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

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