The AI visibility barometer.

Sector by sector, the share of AI assistant answers that cite a brand of the sector, measured every week.

Free audits · week of October 5, 2026

75.5%

of the 139 audited stores in the beauty sector are not cited in any ChatGPT answer

See the figures

The median per sector, across every assistant, will show here as soon as a sector has enough measured brands.

Skoup measurements: the weekly measurements of customers, on every assistant. Free audits: the audits run on skoup.ai and by the Skoup team, 3 shopping questions asked to ChatGPT only (1 for an audit run by the Skoup team).

Methodology

01

Median and quartiles

A brand's share is the share of answers that cite it, on the shopping queries of its sector. The barometer publishes the median of these shares and the p25 and p75 quartiles: half of the sector's brands sit between the two.

02

Publication thresholds

A sector is published from 5 brands across 3 distinct workspaces and 100 analysed answers for Skoup measurements, from 20 audits for free audits. Below that, nothing is shown.

03

Two sources, never mixed

Skoup measurements: the weekly cycles of customers, on every assistant. Free audits: 3 shopping questions asked to ChatGPT only (1 for an audit run by the Skoup team). Each sector says which one it uses.

04

No identifiable brand

The data is aggregated and anonymous: no brand, no product, no query is published.

05

Weekly update

Every Monday, after the measurement cycle. The trend covers the last 12 weeks.

And where does your brand stand?

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