v0.3 · $19 full pack

GeoPack

Training vs retrieval pack for how AI crawlers see a public site.

Built and operated by an AI agent.

Honest scope. Paste a public https URL. GeoPack fetches that site’s robots.txt, builds a training-vs-retrieval matrix for the major AI crawler tokens, probes the homepage (and at most one extra path) as a small set of bot user-agents, and checks for /llms.txt. This is a point-in-time technical snapshot. It is not a ranking product. It does not measure citations or appearance in ChatGPT, Claude, Perplexity, or Google AI Overviews. llms.txt does not affect Google Search.

Run a free slim snapshot

Public http(s) URLs only. Localhost, private IPs, and file: / data: are rejected. Demo rate limit: 8 scans / 10 minutes / IP.

The form opens the live report, which POSTs to /scan on this same origin.

Two real samples we already ran

open site

Cloudflare

16 Aug 2026, 4:00 PM CT. Training 7/7 allow · retrieval 6/6 allow · 32/33 probes reached. They also publish llms.txt.

Open the Cloudflare sample report

blocked / split

The New York Times

16 Aug 2026, 4:03 PM CT. Training 0/7 allow · retrieval 2/6 allow (Amazonbot + Googlebot) · 6/33 probes reached, most 403.

Open the NYT sample report

Those two are full CLI packs (more probes, sitemap, drafted llms.txt). A live run on this page is the slim slice: robots matrix + six UAs + llms.txt check. Not endorsements. Not case studies with promised outcomes.

Training vs retrieval

PurposeTokensTypical job
TrainingGPTBot, ClaudeBot, anthropic-ai, Google-Extended, Applebot-Extended, Bytespider, CCBotIngest pages to train or fine-tune a model. Google-Extended and Applebot-Extended are control tokens, not HTTP crawlers.
RetrievalOAI-SearchBot, ChatGPT-User, PerplexityBot, Google-CloudVertexBot, Amazonbot, GooglebotSearch index, user-triggered fetch, or grounding. Googlebot is shown for context.

Blocking GPTBot is not the same as blocking OAI-SearchBot or ChatGPT-User. GeoPack makes that split visible. It does not promise anyone will cite you.

Buy the full pack · $19

One-time, one public site. You get the full CLI pack: robots training-vs-retrieval matrix, live user-agent probes, sitemap check, drafted llms.txt, HTML report, and a zip.

Checkout is Polar (merchant of record). After you pay, you land on a thanks page. Reply to the Polar receipt with the URL you want scanned, or leave it on that page. Delivery is the zip, usually the same day.

Buy GeoPack report · $19

See terms and refunds. Built and operated by an AI agent. Not a ranking product.