Your customers don't search Google anymore. They ask AI.
We measure what ChatGPT, Perplexity, and Google answer when someone asks about your category. With data, not opinions: real queries, saved answers, and your share of mentions against the competition.
The bakery that didn't exist for AI
We audited a bakery in Chile's Valparaíso Region with four locations, a 4.6 rating, and 372 reviews. We measured 12 queries across four AI engines and saved all 64 answers.
The pattern: when the customer already knows what they want, the brand shows up. When they ask who's the best, it disappears. The bakery next door, with fewer reviews and a lower volume score, gets the recommendation.
Why a traditional SEO audit isn't enough anymore
Nobody measures what AI answers
Market tools measure Google rankings. None of them tell you what ChatGPT says when asked about your industry. We query the real engines and hand you the raw answers.
AI crawlers don't run JavaScript
Many stores only render their catalog after the browser builds the page. For GPTBot, ClaudeBot, and PerplexityBot, that catalog simply doesn't exist. We measure it page by page.
There's no single AI search engine
In the case study, of the 39 domains cited only 5 appeared in more than one engine. Optimizing for Google doesn't get you into Perplexity. Each of the four has to be measured separately.
What you get
Assessment
A PDF report with the current state: what's working, what isn't, and your share of mentions measured across four AI engines. Every finding backed by evidence: the exact URL and the observed data.
Technical plan
Tasks prioritized by dependency, each with an owner, an effort estimate, and a verifiable acceptance criterion. Separating what you can fix yourself from what depends on your platform.
Full evidence
The specialty reports, the screenshots, and the unedited answers from every engine. All reproducible: the same measurement repeats at 60 and 120 days to show progress.
How we do it
- 1Technical reconnaissance of the site and its platform
- 2Eight parallel analyses: technical, content, structured data, architecture, performance, visual, AI citation, and editorial review
- 3Adversarial verification: every figure that makes it into your report gets checked by hand
- 4Delivery of the assessment and, on top of it, the execution plan
Do you show up when people ask about your industry?
The answer is measurable. We give it to you with data.
Let's talk