AI BOT OBSERVABILITY

AI bots are already
reading your site.

EdgeShaping records visits from GPTBot and other AI crawlers, then puts them side by side with human traffic — so you can see which pages AI is reading, and which it never reaches.

What it does

Observation, not guesswork.

Analytics tools were built to watch humans. EdgeShaping watches the other audience — the AI crawlers and assistants that read your pages to train, retrieve, and answer.

Detect

AI bot access log

A maintained bot dictionary identifies GPTBot, ClaudeBot, PerplexityBot and other AI crawlers, and records every visit — bot name, URL, timestamp, user agent.

Classify

Purpose, not just presence

Visits are grouped by what the bot came for: training, search & RAG retrieval, or a user-triggered fetch — a request made because a person asked an AI about you.

Compare

AI × human matrices

The AHTG and AHQG matrices place every page on two axes — AI visits and human reach — so the gap between the two audiences becomes visible at a glance.

The matrix

Two audiences. One map.

Pages where only AI shows up are early signals of demand you can't see in analytics yet. Pages where only humans show up may be invisible to AI. The matrix puts both on one map.

LATENT GAP AI reads it — humans haven’t arrived 3 pages
URLAIHumans
/blog/consent-mode-checklist 3 0
/docs/api-reference 2 0
/blog/server-side-tagging 2 0
ALIGNED Reaching both audiences 2 pages
URLAIHumans
/blog/ga4-migration-guide 3 12
/features 2 8
INCUBATION Still growing 1 pages
URLAIHumans
/blog/release-note-v2 0 1
STANDARD Humans read it — AI hasn’t noticed 3 pages
URLAIHumans
/pricing 0 21
/contact 0 14
/blog/campaign-report 1 9
Editions

Start free. Go deeper when you need to.

Free

EdgeShaping Lite

WordPress plugin on WordPress.org. Bot log, dashboard, AHTG matrix.

Paid

EdgeShaping

The full WordPress edition. One-time purchase, yearly-version model.

Edge

CDN edition

Observation at the CDN layer, before requests ever reach your origin.