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SeekinWeb — AI visibility

Does AI recommend a business? Who it names instead, which sources it uses, plus AI readability.

First seen 2 Oct 2026. Evidence as of 6 Oct 2026.

3
Tools
From an anonymous probe
1
Source listings
Each with its own history
1
Recorded changes
Since first seen

Tools

ToolDescriptionBehaviour
check_ai_recommendationsChecks 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
generate_llms_txtDrafts 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
scan_websiteScans 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

Change history

  1. Listed (registry)
Source listings
SourceListingFirst seenLast seenVersions
Official MCP Registrycom.seekinweb/ai-visibility2 Oct 20266 Oct 20261