Group Pro vision

"At Groupe Pro Vision, we are dedicated to providing top-quality optical and ophthalmic and lenses that elevate your vision experience." That is how Groupprovision introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.

The site gets some of it right: it has a clearly stated business identity, crawler access and the files AI engines look for. What holds it back is what is absent, including structured data describing the business, credibility markers like credentials or reviews, a heading structure that lays out what it offers.

AI crawlers have visited the site once in our tracking, so the engines are already looking. Off the page there is almost nothing to corroborate it: the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on. That half of the score is earned elsewhere on the web, not on the site itself.