Get recommended when your buyers ask AI.
Cite First Labs is an AI-search visibility agency for B2B SaaS. We find why AI tools skip you, fix it, and report every week in writing. No calls.
AEO, GEO and SEO for B2B SaaS. US and UK.
Audit how ChatGPT, Perplexity, Gemini and Google AI describe our product. Check what blocks citations, then write it up.
- ●Read your site, robots.txt and sitemap
- ●Asked each AI tool your buyers' questions
- ●Checked schema and answer-first structure on key pages
- ●Ranked the fixes by impact and effort
Here is what your written audit covers:
- How each AI tool describes you today, with evidence
- What stops AI crawlers and answers from citing you
- A ranked fix list you can hand to your team
0
calls needed
4
AI engines tested
1
written report every week
From first test to weekly report, one written system for being the source AI cites.
01
Find out why AI skips you
We test how AI tools describe you, then check whether their crawlers can even reach your pages, and which sources they trust instead.
AI crawler access (example)
- GPTBotAllowed
- PerplexityBotBlocked
- ClaudeBotAllowed
- Google-ExtendedBlocked
Illustrative, not a real site.
Answer-first rewrite (example)
Before: Welcome to our award-winning platform, built by passionate people who care about your success.
After: Acme is project management software for 20 to 200 person teams. It costs from $X per user and integrates with Slack and Jira.
Illustrative, not a real client.
02
Turn your pages into the cited answer
Plain, answer-first copy, accurate schema and the comparison and pricing pages buyers ask AI about. Machines can summarise you correctly, so they do.
03
Hear about it every week, in writing
A short written report: what we shipped, what we measured, what is next. Each month we re-run the same buyer prompts against your baseline.
Weekly report (outline)
- Shipped
- Changes made this week
- Measured
- Mentions and citations across four AI engines
- Next
- Priorities for the coming week
Proof, once it is measured
We track our own website in public as case study one. We publish only results we have measured, including the ones that did not work.
Frequently asked questions
What is answer engine optimization (AEO)?
AEO is the work of making your site easy for AI answer engines to read, trust and cite when buyers ask questions in your category.
How is GEO different from SEO?
SEO aims to rank links in search results. GEO aims to get your brand mentioned inside AI-generated answers. They share a technical foundation, so we treat them together.
Do you guarantee results?
No. AI visibility depends on many factors outside anyone's control. We report exactly what we measure, every week, in writing.
Do I need to join calls?
No. Audits, plans and reports are delivered in writing so you can read them when it suits you.
Find out how AI describes your product today.
Request a written audit. We reply in writing with scope and timing. No calls, no pitch deck.