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SeekinWeb — AI visibility

com.seekinweb/ai-visibility
Marketing & Advertising Public & reachable MCP 2026-07-28

What this MCP does

Evaluates a business's visibility in AI recommendations and audits websites for AI readability, crawlability, and citation readiness.

Capabilities

Tools

3 tools
check_ai_recommendations
Check AI recommendations
Checks whether an AI assistant with live web search recommends a business when a customer asks for what it offers, without naming it. Returns how many answers named the business, which brands were named instead, which websites the assistant relied on (the sources to be present on), and what the assistant says about the business. Runs in the background on first use (about a minute): if it reports that the test is running, call it again shortly. Free, no account.
Read only Open world Idempotent
Input schema 
{'type': 'object', 'required': ['url'], 'properties': {'url': {'type': 'string', 'description': 'Domain or URL of the site, e.g. "example.com" or "https://example.com". Use your own site or one you are authorized to review.'}, 'lang': {'enum': ['en', 'es'], 'type': 'string', 'description': 'Output language: "en" (default) or "es".'}}}
generate_llms_txt
Generate llms.txt
Drafts an llms.txt file (llmstxt.org convention) for the root of a domain: a structured summary of the site for language models and agents, derived from the page's real content. Returns the file text. Note: llms.txt is an emerging convention with unproven impact.
Read only Open world Idempotent
Input schema 
{'type': 'object', 'required': ['url'], 'properties': {'url': {'type': 'string', 'description': 'Domain or URL of the site, e.g. "example.com" or "https://example.com". Use your own site or one you are authorized to review.'}, 'lang': {'enum': ['en', 'es'], 'type': 'string', 'description': 'Output language: "en" (default) or "es".'}}}
scan_website
Scan AI readability
Scans a website and returns its AI Visibility Score (0-100): whether AI crawlers and agents can find, read and cite it. Eight weighted signals (content readable without JavaScript, AI crawler access in robots.txt, structured data, semantic structure, metadata, performance, llms.txt, sitemap), each with a concrete fix when it fails. Free, no account.
Read only Open world Idempotent
Input schema 
{'type': 'object', 'required': ['url'], 'properties': {'url': {'type': 'string', 'description': 'Domain or URL of the site, e.g. "example.com" or "https://example.com". Use your own site or one you are authorized to review.'}, 'lang': {'enum': ['en', 'es'], 'type': 'string', 'description': 'Output language: "en" (default) or "es".'}}}
History

Recent tool changes

Added
generate_llms_txt
Oct. 4, 2026, 2:40 a.m.
Added
scan_website
Oct. 4, 2026, 2:40 a.m.
Added
check_ai_recommendations
Oct. 4, 2026, 2:40 a.m.
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