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Monthly

AI bot activity report

also called AI crawler readinessLLM bot reportGPTBot activityAI bot coverage

The same server logs, read for a different question: which AI crawlers fetch you, how often, with what status, and whether they reach the specific pages that are supposed to earn citations. Crossed with indexability and orphan status, it separates 'they could not fetch it' from 'they did not choose to'. A page an AI crawler never fetched cannot be cited, which makes this the gate on the whole AI visibility programme.

Who it is for, and what it settles

Audience: Technical SEO
Job to be done: Confirm the AI crawlers are fetching the pages you want cited, before anyone optimises for citations.
Cadence: Monthly

The metrics, in three tiers

Headline numbers carry the story. Diagnostics explain a headline that moved. Guardrails stop a wrong conclusion. Every row links to the definition, the formula, the caveats and what the metric is not all live on the metric page.

Headline What you lead with 3

Diagnostic Reached for when a headline moves 5

Guardrail Stops the wrong conclusion 3

Required data sources

Skills that produce or interpret it

Method rungs covered

R1 Reachable , covered
R2 Retrieved , not covered
R3 Referenced , not covered
R4 Represented , not covered
R5 Rewarded , not covered

It covers the bottom rung, so this report can tell you whether the numbers above it are sound in the first place.

Why measurement is ordered →

Ask for it in one sentence

The prompt pack for this report, copy one, or watch it play in the simulator.

"Are AI bots crawling our site?" Simulate this → Prompt gallery →
"Is GPTBot fetching the pages we want cited?" Simulate this → Prompt gallery →
"Are we accidentally blocking AI crawlers?" Simulate this → Prompt gallery →
"Which citation targets have never been crawled?" Simulate this → Prompt gallery →

What to say out loud when you present it

The readiness join between observed bot visits and citation targets is composed at read time, not a stored measure, treat it as an assembled view. Absence of a bot in the logs can mean an edge block, a robots directive, or the crawler simply not choosing the page, and the log alone cannot tell you which. AI crawler user agents change frequently; a fall to zero for one agent is a naming change until proven otherwise.