AEO & GEO for B2B SaaS

Being cited isn't the same as being understood.

Most tools tell you whether your brand appeared in an AI answer. That's a yes or no, and it misses where the real failures are. I look at what the model actually says about you — and whether it matches what you sell today.

1

Retrieval

Does the model pull your content at all?

2

Citation

Does it use your content as a source?

3

Interpretation

Does it understand what your content says?

4

Expression

How does it describe your company in the final answer?

Most audits measure the first two. The interesting failures live in the fourth — companies cited accurately, in the category they've already moved away from.

How I work

Four phases, in order

Each one builds on the last. Content published on top of an unresolved entity doesn't compound — it gets attributed to whichever record the model settled on.

01

AI Mention Audit

Where you stand today, measured rather than assumed.

Hundreds of real buyer prompts run across ChatGPT, Perplexity, Gemini and AI Overviews to map your share of voice against your competitors — and to identify which sources those models actually cite in your category.

  • Share of voice
  • Competitor mapping
  • Source analysis
02

Data Architecture & Schema

Make your site legible to the systems doing the reading.

Technical setup so AI agents can crawl, parse and attribute your platform without friction. Structured data, entity consistency, and a single canonical record of what your company is and who it sells to.

  • Schema markup
  • Entity resolution
  • Crawlability
03

Citation Alignment Campaigns

Become the page worth citing.

Content built for the specific questions your buyer asks before purchase — far more volume and specificity than traditional SEO — paired with external mentions and category listings, because models cite third parties more readily than they cite you.

  • Buyer-intent content
  • Directory placement
  • Third-party mentions
04

AI Measurement Dashboards

Know what changed, and what it produced.

A dashboard tracking how often ChatGPT and Perplexity recommend you each month, how your positioning is being described, and how that maps to inbound leads.

  • Monthly tracking
  • Positioning accuracy
  • Lead attribution

Want to know what AI says about your company?

I'll run the audit on your domain before we talk, so the call starts with findings instead of questions.

Book a call