AI agent traffic: what crawl logs can and can’t tell you

AI visibility tools started by reading AI answers. A growing number now also look at your website from the other side: which AI crawlers visit it, which pages they read, and how many people click through from an AI assistant. The feature goes by names like agent analytics, AI bot analytics or crawler logs.

Three signals under one label

Providers combine these differently. Peec AI’s pricing page, for example, lists a crawlability audit of which AI bots your robots.txt allows, crawl insights (which bots hit which pages, how often and with what result) and AI referrals. Promptwatch lists crawler logs among its plan features and agent analytics from its Professional plan; check which plan includes the logs. Superlines lists AI bot analytics on each plan. Profound documents classifying your pages into types so its agent analytics can compare AI traffic across kinds of content.

Why ordinary analytics misses the bots

That is why tools with crawler data often ask you to connect your hosting, CDN or server logs, while others use their own tracking methods. Either way, ask where the bot numbers come from.

Reading the numbers

1. Split by jobTraining crawlers, search crawlers and user-triggered fetches mean different things.
2. Look at pagesWhich pages search crawlers read matters more than total hits.
3. Compare with citationsPages crawled but never cited may need clearer answers.
4. Watch referrals over monthsSmall numbers swing; look at the trend.

The first step is the most important. A spike in training-crawler visits says nothing about your visibility in AI search. A search crawler reading your pricing page every day, on the other hand, suggests assistants consider it relevant. The crawler names and jobs are listed in our guide to AI crawlers.

What it can’t tell you

• What the assistant said. A crawl is not a mention. You still need answer tracking for that.
• Every AI visit. Some assistants fetch pages through shared infrastructure or don’t identify themselves clearly.
• Revenue. Assistants often answer without sending anyone to your site at all, so referrals show only part of the effect.

If agent traffic matters to you, filter the directory or the calculator’s must-haves by “Agent traffic analysis”, and check on each profile whether the entry plan includes it or it costs extra.