NO. 01 — AI visibility audits

When machines
recommend,
do they name
your brand?

Used by ecommerce teams to track AI-driven brand visibility

Every month, more than a billion product questions are routed through ChatGPT, Perplexity, and Gemini. Their answers cite only a handful of brands. We show you where you stand.

A field
recording
Aggregated mentions across models

“best vitamin C serum for sensitive skin”

i. The Ordinary 194
ii. Paula's Choice 175
iii. CeraVe 161
iv. La Roche-Posay 150
42. your brand, perhaps 11
NO. 02 — Method
i.

We ask the questions

A curated set of queries, drawn from how customers actually speak to AI assistants about your category, run across ChatGPT, Perplexity, and Gemini.

ii.

We read the answers

Each response is parsed for brands, comparisons, and citations — the small linguistic moves that decide who gets considered.

iii.

We deliver a report

A bound report at a private URL: where you stand, who beats you, and where the openings are.

NO. 03 - Contact

Ask for
your numbers

If your brand is in our dataset, we'll send it within 48 hours.
If not, we'll run one.

Private. No sales follow-ups.

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