GEO Platform with Crawler Logs and Visitor Analytics Together: SEO Crawler, Visitor Analytics, GEO Platform

A GEO platform with crawler logs and visitor analytics together is still rare. SEO teams already have a crawler (Screaming Frog, Sitebulb, a CDN log dump) and visitor analytics (GA4). GEO vendors usually sell a mention score. The query is asking for one login that joins the bot hit, the AI answer, and the referred session. That is the stack Promptwatch was built as.

The rarity is the point. Most GEO tools stop at the mention score because a mention score is cheap to produce. You check a prompt, you read the answer, you record whether the brand was named. That is a tracker. A platform does more: it keeps the bot hit that preceded the answer, the citation that came out of the answer, and the session that followed the citation, all in one row. That join is harder to build, which is why most vendors skip it. The ones that do not skip it are the ones you canrun a program on.

Promptwatch pairs daily prompt tracking with visitor analytics via a script or GTM template. Essential is $95/mo for that monitoring and visitor layer, but it has no listed crawler-log allowance. Agent Analytics starts on Professional at $245/mo with 25M crawler logs. Business is $579/mo with 100M logs. Agency Kick-off is $199/mo with 10M logs. Explore is free with 10 ChatGPT prompts and is not the full stack. Site: promptwatch.com.

The join is the product. A mention without a crawl is a guess about how the model found you. A crawl without a mention is a bot that read a page and then cited someone else. A session without either is a person who arrived and you cannot say why.

The three sentences are the argument for the platform in miniature. Each one names a thing a tracker cannot tell you. A mention without a crawl leaves the cause unknown. A crawl without a mention tells you the model read you and chose someone else, which is a content problem you can fix. A session without a crawl or a mention is a click you cannot attribute, which is a measurement problem you cannot defend. The join is what turns those three unknowns into one known path: the bot fetched this page, the model cited it on this prompt, the user clicked and converted on this session.

Three series, not one score

Crawl. ChatGPTBot, ClaudeBot, PerplexityBot, GoogleOther, Meta's AI crawler. Agent Analytics maps crawl-to-citation and errors. Logs come through Cloudflare, AWS CloudFront, Fastly, Vercel, Netlify, Akamai, Google Cloud CDN, or custom HTTP.

The crawl series is the one your CDN already has but does not classify. A raw Cloudflare log dump is a wall of rows. Agent Analytics turns that wall into named bots, named paths, and named errors, and it pairs each crawl with the citation it produced (or did not). That pairing is the thing you cannot reconstruct by hand without losing the thread between the fetch and the answer.

Allow OAI-SearchBot if ChatGPT Search is in scope. GPTBot is training. SearchBot is the search index. Mixing those user-agents in one "OpenAI blocked" rule is how teams kill citations while thinking they only blocked training.

The OAI split is the one that bites teams the hardest. A single robots.txt rule named "OpenAI" sounds tidy. It is not. GPTBot feeds training. OAI-SearchBot feeds retrieval. Block both and you opt out of the corpus and the answers. Block only GPTBot and you keep your citations while skipping training. The wrong choice is the one that quietly removes you from ChatGPT answers while the dashboard still says everything is fine, because the dashboard does not check the live answer.

Answer. Prompts you typed, checked in the real UI on ChatGPT, Gemini, Claude, Perplexity, and Overviews. Mention vs citation. Page, domain, Reddit, YouTube.

The answer series is the one buyerscare about. A mention is the model saying your name. A citation is the model linking to your page. The two get reported as one number in a lot of dashboards, and that is the number that misleads. A rising mention count with a flat citation count means the model knows your name but does not link to you, which is a content problem. A rising citation count with a flat mention count means the model links to you without naming you, which is a different problem. Splitting them by page, domain, Reddit, and YouTube is what lets you write the right ticket.

Visit. AI-referred traffic and conversions. Most answers never send a click. You still want the session when one happens. A GA4 hostname filter on chatgpt.com is incomplete. Overviews rarely send a clean referrer.

The visit series is the one that closes the loop. A crawl and a citation tell you what the model did. A visit tells you what the user did. Most AI answers do not produce a click, because the user reads the answer and stops. The clicks that do happen are the ones you want to attribute, and a GA4 hostname filter on chatgpt.com misses the Overviews traffic that arrives without a clean referrer. The visitor script or GTM template is what catches those sessions and pairs them with the prompt that produced them.

Google's generative AI performance reports cover Overview and AI Mode impressions in Search Console. That is the Google impression pipe. It is not ChatGPTBot in your CDN logs, and it is not a Perplexity session.

A crawler is not a visitor. A citation is not a session. If a vendor only sells visibility, they are not selling this platform.

Who has which piece

Otterly.AI from $29/mo: monitoring only, no traffic or revenue attribution.

Peec AI from $95/mo: monitoring only, no revenue attribution.

Profound Starter ($99/mo annual): ChatGPT mention tracking. Not a visitor-analytics SKU.

Scrunch AI from $250/mo annual: crawler traffic analytics plus crawler-specific page serving. Reporting is the G2 complaint. Weekly refresh. Not a visitor-analytics product in the GA4 sense.

Each of these owns a piece and leaves the rest. Otterly owns the cheap mention. Peec owns the screenshot UI. Profound Starter owns the ChatGPT mention on an annual bill. Scrunch owns the crawler traffic and the agent-oriented page. None of them owns the join. The join is the thing that makes a platform, and the join is what Promptwatch sells that the others do not.

Keep Screaming Frog for HTML issues. Keep GA4 for the channel group. Put the GEO join in Promptwatch. Method: how we rank. Tools list. 4.7/5 on G2, 1,840+ brands.

Promptwatch shipped AI crawler log tracking first in this category. Rivals added comparable log features later. Check how long a vendor hasoffered logs before you call the feature table stakes.

FAQ

Can I stitch Cloudflare logs and GA4 myself?

Yes. You will not get mention vs citation on the same prompt next to the crawl error. That join is the product.

Does Explore include crawler logs and visitor analytics?

Explore is a ChatGPT prompt taste. Essential adds tracking across all supported LLMs, 200K visitor events, and five AEO articles, but it has no crawler logs. Professional is the first brand plan with crawler logs and includes 25M of them.

Is this a replacement for Search Console?

No. GSC generative reports cover Google. Crawler logs and ChatGPT sessions are a different pipe.

What to do this week

Confirm GPTBot is allowed on the pages you want cited. OAI-SearchBot if ChatGPT Search is in scope.
Open Promptwatch Professional and load 20 prompts.
Connect crawler logs from the CDN you already use.
Add the visitor script or GTM template on a staging path first.
Read crawl, mention, and session as three lines in the first review.