Every score below comes from a real measurement: neutral sector questions sent to a frontier model, with the brand name never planted in the question. Open any row to read the answers it came from.
A sector gets its own ranking once at least three of its brands have been measured on the same kind of question panel.
Project management, collaboration, no-code and operations software sold to other businesses.
French online banks, neobanks and business accounts, measured on French-language queries.
Online retailers, marketplaces and fashion brands, mostly measured on French-language queries.
Small and mid-size SEO, link building and digital marketing agencies, measured on the queries their own prospects type.
French mobile operators and home internet providers.
School management, tutoring and training platforms.
French insurers and mutuelles across motor, home and health cover, measured on French-language queries.
A 0–100 composite of how often the model named the brand across the sector's questions, where in the list it placed it, and how much of the answer's attention it held against the other brands named.
Not a measure of quality, size or revenue. A strong brand can score low simply because the pages AI engines lean on do not mention it. Scores are trends, not absolute truths.
It means the model did not name it in any of the questions asked. The ranking shows who it named instead, and the brand's own page quotes those answers verbatim.
A sector with fewer than 5 measured brands says so on its page. Nothing is padded out, and no score appears without the answers behind it.
Run a free check on your brand. You get a live score in 30–60 seconds, the answers the model gave, and a public page you can share — and your brand joins its sector ranking.