Your AEO Lab
AI visibility software that fixes what it finds.
See how ChatGPT, Claude, and Perplexity fetch, read, and cite your site. Then fix it at the engineering layer and earn the citation.
Powered by the LLM research of Bull AI Labs.
Trackers tell you your score. The lab tells you why, then fixes it.
| Capability | Visibility trackers | Your AEO Lab |
|---|---|---|
| Track your citations | ||
| Diagnose why you're missing | ||
| Ship the fix |
Four questions every AI model asks about your site.
RETRIEVAL
Can AI fetch your page at all?
Diagnosed by: Two-Fetch Diff
Fixed in: Sprint Board
RENDERING
Does the fetched page contain your content?
Diagnosed by: Two-Fetch Diff
Fixed in: Sprint Board
RELEVANCE
Can AI understand what it read?
Diagnosed by: CrawlIQ
Fixed in: Sprint Board
RECOMMENDATIONS
Will AI cite you as the source?
Tracked in: Citation Map
Fixed in: Sprint Board
Return arrow: back to 01
Sprint Board: every failure becomes an engineering ticket. Every ticket becomes a citation.
Diagnose, fix, re-probe. The lab is a loop, not a checklist.
Instrument 01
Two-Fetch Diff
Two fetches of the same URL: what your customer's browser sees, and what an AI crawler actually received. The diff is the diagnosis. It now checks multiple tech stacks and points of failure and auto-attributes each issue to a Sprint Board item.
Instrument 02
CrawlIQ
Whether the content an AI model fetched is something it can actually understand and reuse in an answer. Scores the page the way a model reads it, not the way a browser renders it.
Instrument 03
Sprint Board
Every failure the lab finds becomes an engineering ticket with the fix already specified. This is where the score moves. Trackers stop before this step.
Instrument 04
Citation Map
Where AI models cite you as the source, tracked across prompts and engines over time. Citation authority is the output the whole loop is built to earn.
Not technical SEO.
Google's crawler indexes pages. AI models fetch, render, and cite. Different crawler, different failures, different fixes.
Read AEO vs SEOFreeletics outranks Nike, Peloton, and Apple Fitness+ across 135 tracked AI prompts. Citation authority, earned.
Read the Freeletics case studyStep one of the lab is free.
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