SeeLLM: AI visibility evidence for important pages
SeeLLM shows which important pages AI systems find, cite, skip, and send traffic from. Server-side observation across 25+ AI bots on production sites gives content, SEO, and growth teams page-level evidence of AI bot visits, citations, referrals, and revenue pages worth fixing next.
AI Visibility Evidence Snapshot
See which important pages AI systems find, cite, skip, and send traffic from.
SeeLLM tracks AI bot visits, citations, and referrals at the page level so teams know which important pages need work.
No prompt-only guesswork. Send a domain and 3-5 important pages.
Crawled · not cited
Fix: Add clearer comparison proof
Repeat visits
Fix: Verify after setup edit
Referral traffic
Fix: Expand cited comparison section
Request snapshot
Get a 48-hour evidence snapshot for your important pages.
Send your domain and 3-5 pages tied to traffic, pipeline, or revenue. We'll review what AI systems can access from the outside, where public evidence exists, and what looks worth fixing first.
What we'll send:
- Crawler access and readability checks for the submitted pages
- Public citation/source evidence from sampled AI answer checks
- Source gaps showing which pages or competitors appear instead
- Pages that look accessible, skipped, or hard for AI systems to reuse
- A short prioritized fix list
No subscription required for the first pass. Install the Worker later to see real AI bot visits and referral evidence over time.
Case study
AI bots can hit your site without touching the pages that make money.
Want this for your domain?
Send your domain and important pages. We will turn the first 48 hours of AI visibility evidence into a short report on access gaps and fixes that make the pages more visible.
Installs in front of the stack you already run
One Worker at the edge. Same underlying evidence whether your team ships on Next.js, WordPress, Shopify, or a custom origin.
How It Works
How the 48-hour evidence snapshot works.
Send the domain and the pages tied to traffic, pipeline, or revenue. SeeLLM turns the first AI visibility evidence into a short list of access, readability, and visibility gaps to fix.
Send the pages
Start with pricing, comparison, docs, product, and top content pages. No full site map required.
Check crawler access
Verify whether ChatGPT, Perplexity, Claude, Google, and other AI systems can reach and reuse the pages.
Make pages more visible
Use the report to shortlist fixes that make important pages easier to find, cite, revisit, or send traffic from.
Cloudflare Worker telemetry is the evidence layer. It captures AI bot visits and AI traffic before they collapse into Direct or Unknown. For the attribution model behind this signal, read AI Visibility Attribution.
After install
What the dashboard keeps watching.
The teardown is the entry point. Once installed, SeeLLM keeps the same page-level evidence running so teams can check what changed after each fix.
Which money pages did AI bots visit?
Separate simple access from pages AI tools quote or send visitors from.
What changed after a content update?
See whether AI bot visits, repeat attention, or AI tool traffic moved after your team shipped an edit.
Where is AI attention failing to become traffic?
Follow the path from AI bot visits to traffic and shortlist-worthy pages.
What should the team fix next?
Use page-level diagnosis instead of broad scores to prioritize the next change.
Proof layer
Built on AI bot visits, not guessed rankings.
AI visibility gets vague fast when the only inputs are scraped scores or prompt checks. SeeLLM observes requests at the Cloudflare edge, then turns those AI bot visits into page-level monitoring, pages to fix, and before/after verification.
AI bot request
ChatGPT, Claude, Gemini, Perplexity...
Cloudflare Edge
Capture AI bot visits and AI traffic
SeeLLM Dashboard
Pages to watch, fix, and verify
60%+
bot noise filtered as non-AI
SeeLLM internal data
25+
AI bots tracked by SeeLLM
49%
of web traffic is bots
Imperva, 2024
52%
YoY growth in ChatGPT referrals
Digiday, 2025
FAQ
Common questions.
Microsoft Clarity can show that AI bots requested your site. SeeLLM focuses on the pages that matter: which AI bots visited them, what traffic from AI tools showed up, what text AI tools quoted, and what to fix first.
25+ including ChatGPT, Claude, Perplexity, Gemini, Copilot, Grok, Meta AI, and Google AI search signals where detectable. We identify bots using user-agent analysis, ASN identification, and behavioral patterns, not just basic bot filtering.
Cloudflare shows raw bot traffic and lets you block or allow bots. SeeLLM turns that traffic into a page-level report: exact AI bots, URLs, traffic from AI tools, return behavior, and pages to fix. Cloudflare is the perimeter. SeeLLM is the evidence and action layer.
Teams that need proof: technical SEO, content, growth, agencies, developer docs teams, and anyone who suspects AI bots are touching their site while normal analytics show nothing useful.
Add a single Cloudflare Worker. Takes under 5 minutes if your site already uses Cloudflare. If not, you'll need to add your domain to Cloudflare first (free plan works). Works with any origin: Next.js, WordPress, Shopify, or custom. Negligible performance impact. The worker fetches your origin normally and logs asynchronously.
No. The Worker runs at the Cloudflare edge — the same network that's already in front of your site — and adds sub-millisecond overhead per request. Logging to SeeLLM happens asynchronously after your origin responds, so it never blocks the user. If the Worker ever fails, your site still serves normally; we fail open by design.
Yes. The Worker code is MIT licensed and available on npm as @seellm/cloudflare-worker. Source code is on GitHub at github.com/seellm/cloudflare-worker. You can audit every line before installing. SeeLLM records request metadata needed to identify AI bot visits, not page bodies or user-level tracking.
Yes. SeeLLM doesn't track personal data or use cookies. All bot classification happens server-side using request metadata (URL path, user-agent, timestamp), not user-level tracking.
Get a 48-hour AI Visibility Evidence Snapshot.
We'll show what AI systems can access, what referral or citation evidence exists, where visibility breaks down, and what to fix on your important pages next.