EdgeShaping answers one simple question:
Which AI bot is reading which page, when — and why?
A continuously updated crawler dictionary identifies traffic from the ChatGPT, Claude, Perplexity and Gemini families and beyond, logging bot name, URL, timestamp and user agent. The dictionary grows with every update.
Not every "AI bot" means the same thing. Training crawls feed models. Search & RAG fetches back answers. User-triggered fetches happen because a person just asked an AI about you. EdgeShaping reports each visit by what it was for.
AI visits are matched against human page views (AHTG) or Google Search clicks (AHQG), turning the gap between your two audiences into a four-quadrant map, per page.
The AHTG matrix plots AI visits against human page views; the AHQG matrix plots them against Google Search clicks. Different human-side data, same way of reading the map.
URLs that AI bots request even though they're not in your sitemap. Some are stale links. Others are paths an AI invented because it expected your site to have that page — which makes them a signal of demand you haven't written yet.
Pages that exist in your sitemap but are reached by neither AI nor humans. For important pages, that's a linking problem. For the rest, it's a merge, delete or noindex decision waiting to be made.