Why Won't AI Mention My Product

by FastDrop

MCP MCP VERIFIED Verified 3 hours ago Registry import free

See what GPTBot, ClaudeBot and other crawlers get from a site: robots.txt checks and AI scans.

See what GPTBot, ClaudeBot and other crawlers get from a site: robots.txt checks and AI scans. Official MCP Registry: com.whywontai/ai-visibility@0.1.0. Remote endpoint: https://mcp.whywontai.com/

Problem it solves

Discoverable MCP server listed in the official MCP Registry.

How it's different

Remote MCP endpoint ingested from the official registry and probed by FastDrop.

Ingested from the official MCP Registry

FastDrop pulled this entry from the official MCP Registry as com.whywontai/ai-visibility and probed the endpoint. The maker did not submit it, so the outbound link is not endorsed and the description is not theirs.

If this is your server, claim the listing to edit it and take ownership. The registry index lists everything else still awaiting a probe.

Claim this listing

Tools this endpoint exposes

Read directly from the endpoint on 2 Nov 2026. Not supplied by the maker.

check_robots
Read a site's robots.txt and report, for 17 search and AI crawlers (GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot, Claude-SearchBot, PerplexityBot, Googlebot, Bingbot, CCBot, Google-Extended and more
scan_site
Start a full scan of a website: each page is requested separately as Googlebot, Bingbot, GPTBot, ClaudeBot, PerplexityBot and CCBot, compared with a rendered browser view, and scored across six SEO, A
get_scan
Status, progress and summary of a scan: overall score and band, category scores, technical health, Domain Rating, rendering mode, platform and the top issues. Set wait_seconds (up to 25) to wait for a
list_issues
All issues found by a completed scan, most severe first, with details and example URLs. Filter by minimum severity or category.
list_scans
The API key owner's recent scans, newest first, with score and status.