Crawl access
Whether AI crawlers can reach and read your site: robots.txt, rendering, page structure.
AEO, GEO and SEO for B2B SaaS
Get recommended when your buyers ask AI.
Cite First Labs is an AI-search visibility agency. We audit how AI tools describe your product, fix what stops you being cited, and report every week in writing. No calls.
Buyer asks an AI tool
What is the best way to compare project management software for a 50-person team?
The AI answers, and cites sources
Most teams of that size shortlist tools on integrations, permissions and pricing clarity1. Vendors that publish plain comparison and pricing pages are described more accurately2.
- 1vendor-a.example / pricing
- 2vendor-b.example / compare
Four things decide whether AI cites you
Answer-ready content
Pages that answer the exact questions your buyers put to AI tools, answer first, proof second.
Structured data
Accurate schema so engines understand what you sell, who it is for and what it costs.
Evidence and citations
The third-party sources AI leans on when it describes your category, and where you are missing.
Four steps, all in writing
- 1
Audit
We test how AI tools describe you today and review your site. You receive a written report.
- 2
Plan
We agree a short, ranked list of priorities in writing.
- 3
Ship
Crawl fixes, answer-ready pages, schema and supporting content go live.
- 4
Report
Every week: what changed, what we measured, what is next. All written.
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.