Top AI bot analytics tools in 2026: what we use to read AI crawler traffic

Bot analytics is the part of GEO most clients have never seen. They know their Google traffic. They have no idea which AI crawlers visit, how often, or whether those visits go anywhere. When we show them the first week of logs, it usually changes the plan.

Here is how we use bot analytics, what we look for, and the tools worth knowing.

What we look for first

Which bots, by name. We want to see GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot, Claude-User, PerplexityBot, Perplexity-User, Google-Agent and the others by their real names. They do different jobs. Some collect content for training or indexing, others fetch a page for a user in the moment. "AI traffic" as a single bucket hides that.

Whether the data is verified. User agents can be faked. We want IP verification so a scraper pretending to be a famous bot does not distort the report.

Errors. Pages that return failures to bots but work for people are the most common finding in an audit. We need status codes and the reason.

Which paths. A site's most important pages are often not its most-crawled ones. Path filters let us isolate a section, such as the pricing pages or the help center.

Crawl to citation. The key question. A bot fetching a page proves access. It does not prove the page is used.

What we run on

We use Promptwatch. Agent Analytics gives real-time, IP-verified AI crawler logs, a crawl-to-citation path with a citation rate per page, error tracking with failure explanations, stackable path filters and CSV export. It tracks a long list of bots, including GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot, Claude-User, Claude-SearchBot, PerplexityBot, Perplexity-User, Google-Agent, GoogleOther, Meta-WebIndexer, Meta-ExternalAgent, Meta-ExternalFetcher and MistralAI-User. There is no bot called "ChatGPTBot", so beware reports that use that name.

Setup depends on the client's stack. Logs can arrive through Cloudflare (Logpush or an auto-deployed Worker), AWS CloudFront, Fastly, Vercel, Netlify, Akamai, Google Cloud CDN, a custom HTTP route or the WordPress plugin. The slow part is usually finding the person who owns the CDN.

The reason it earns its place is the join. 360 Insights puts crawler logs, citation clicks and AI-referred visits side by side per page, and visitor analytics reports AI-referred traffic and conversions. A client sees one story: the bot arrived, the model cited, a person clicked.

On plans: crawler logs start on Professional ($245 a month). Essential has none. Business adds higher volumes, and every self-serve agency plan includes crawler logs from Kick-off at $199 a month.

Free and specialist tools we also point clients to

Cloudflare AI Crawl Control is free on every Cloudflare plan. It shows AI crawler requests by operator, status codes, paths and robots.txt violations. It only sees what passes through Cloudflare and it knows nothing about citations.
Known Agents (formerly Dark Visitors) has a free plan and offers agent analytics, referral tracking from AI chats and robots.txt tooling. It does not track prompts, and its citation counts are estimates inferred from fetches.
Foglift includes AI Crawler Analytics on its free plan and a free technical audit.
Scrunch AI and Profound report agent and bot traffic as part of larger platforms. They are priced for different buyers than most of our clients.

These are good starting points. None joins logs to citations and referred visits as completely as we need.

Turning logs into actions

Logs are only useful if someone acts. Our usual pattern:

Fix access. If a bot is blocked or erroring on pages that matter, that is a ticket for the dev team this week.
List fetched but not cited. Pages with high fetch counts and a low citation rate go to the editors for a rewrite.
List cited but not clicked. If a page is cited and nobody lands on it, the snippet or the page itself needs work.
Watch the trend. Crawler trend lines over weeks show whether a fix worked.

The Action Board in Promptwatch can hold these items, with owners and comments, and the Discovery agent suggests up to five evidence-backed actions per weekly run.

What bot analytics cannot do

It cannot tell you that a model recommends you. A fetch is not a citation, and a citation is not a sale. We say that in every client review, and we ask the client to judge the logs alongside prompt results and referred traffic.

If you are setting this up for the first time, Promptwatch is where we would start.