Skip to content
Why Won't AI Mention My Product logo

Why Won't AI Mention My Product

Fetches your site as GPTBot, ClaudeBot, PerplexityBot and CCBot and reports what each receives and what to fix.

Free plan · From $29/mo

Why Won't AI Mention My Product: data, price, alternatives
At a glancechecked Nov 2, 2026

not read yet

Use

For
site owners whose product pages may be invisible to AI crawlers, especially sites built with AI app builders
Price
Free plan · From $29/mopricing page, read Nov 2, 2026
Used for
  • check what GPTBot and ClaudeBot receive from a URL
  • find why a JavaScript-rendered page shows crawlers an empty shell
  • fix pages that block or empty out for AI crawlers
read off whywontai.com on Nov 2, 2026
Worth knowingcomputed from what we read · each with its source
  • Has an MCP server (1 in the registry)public registry →
  • Publishes llms.txt, a file written for AI assistantswhywontai.com ↗
Pricingpricing page, read Nov 2, 2026
How a program reaches itfound, not claimed · read Nov 2, 2026
  • MCP servercom.whywontai/ai-visibilityverified in the MCP registry
  • Stateanswers, 5 toolschecked 2026-11-02
  • Address to connectmcp.whywontai.com
  • MCP docswhywontai.com/mcp-serverthe vendor's page ↗

MCP server details →

This card as JSON, for your agent →

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.

Alternatives in Analyticsby use, among tools still maintained

Figure and bar: visits/mo, estimate · year: online since

Compare Why Won't AI Mention My Product with

Pick up to two.

All 10 alternatives to Why Won't AI Mention My Product →

All Analytics tools →

Not it? Say what you need

beta

Three tools from the Atlas for the job you describe, each with what fits and what does not.

From people who use itnot part of the reading

No notes yet. What do you use Why Won't AI Mention My Product for?

Sign in to leave a note
Questions this page answers
  • What is Why Won't AI Mention My Product?

    Fetches your site as GPTBot, ClaudeBot, PerplexityBot and CCBot and reports what each receives and what to fix. It is listed in the Atlas under Analytics.

  • Who is Why Won't AI Mention My Product for?

    site owners whose product pages may be invisible to AI crawlers, especially sites built with AI app builders

  • How much does Why Won't AI Mention My Product cost?

    Why Won't AI Mention My Product has a free plan; paid plans start at $29/mo, per its pricing page on 2026-11-02.

  • Is Why Won't AI Mention My Product free?

    Yes, Why Won't AI Mention My Product has a free plan, per its pricing page on 2026-11-02.

  • What are alternatives to Why Won't AI Mention My Product?

    In Analytics, by use: Xweather, Geckoboard, Skopx, Evolize, Rankvisit.

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.

How we read every tool → · By INITE Atlas Desk