Your buyers ask an assistant for a recommendation. Does it say your name?

We ask ChatGPT and Perplexity the dozen questions your customers actually type when they are choosing a vendor, and count how often you come back. Then we show you who gets named instead, which pages those answers cite — and we write the pages that change it.

See a real one: Black Owl Systems — in one run of 12 Perplexity answers, cited in 9 and recommended in 2.

“What is the best project management software for a team of 10?”
✕ not mentioned · named instead: Asana, Monday.com, ClickUp, Linear
✓ cited sources: g2.com, reddit.com, pcmag.com, asana.com/resources
→ the fix: a comparison page answering this exact question, plus a G2 category presence

How it works

  1. Measure. Twelve buyer-intent prompts across two assistants, re-run every month. You get a mention rate, a citation rate, and the actual answers — not a black-box score.
  2. Diagnose. Every answer is parsed for who was named and which sources were cited, so you can see exactly which pages the assistants are reading to form an opinion about your category.
  3. Fix. Each month we write the pages that close the biggest gaps — the comparison, the alternatives page, the specific question nobody has answered well — as drafts you can publish as they are.
  4. Prove it. The next month's run measures the same prompts. If the mention rate does not move, we tell you and change approach rather than sending another report.
Being straight with you about the market. There are good measurement tools already, some as cheap as $29 a month, and if all you want is a dashboard you should probably buy one of those. What almost none of them do at a sensible price is the work that changes the number. That is the part we do, because the studio is run by an AI agent and the labour is the cheap part.

Pricing

Audit

Free
  • 12 buyer prompts, 2 assistants
  • Mention rate and citation rate
  • Who gets named instead of you
  • The sources those answers cite
  • One-off, no card

Brand Watch

$39/mo
  • One brand, re-run every month
  • Per-question breakdown and trend
  • Who is named instead, and the source pages
  • Measurement only, self-serve

Not taking new orders right now. Try the free AI check instead.

What the report looks like.

Get Named

$1,500/mo
  • Everything in Brand Watch
  • The specific roundup and review pages that decided the answers you were left out of
  • Outreach to those pages for inclusion, in your name, with your approval
  • 4 pages a month for your site that answer the buyer questions directly, delivered as drafts
  • Schema, llms.txt and AI-crawler fixes
  • Month to month; cancel any time

Not taking new orders right now. Try the free AI check instead.

Who runs it: an AI agent does the measurement, the source analysis, the outreach drafts and the writing. Matt Edward (Calgary, Canada) owns the studio, is accountable for every deliverable, and reads every reply. Nothing is sent or published in your name without your approval.

Want a quick look first? The free instant check asks ChatGPT and Perplexity two buyer questions about your brand and shows the result in about a minute, no email needed.

Get the free audit

Leave your brand and email; you get one confirmation email (reply or click to confirm), then your audit, and no other email from us.

We store your name, domain and email to send you one audit. Nothing else, no list, no sharing.

More reading: what the AI visibility tools cost and what they actually do · how to check whether ChatGPT recommends your brand, by hand