AI search and citation transparency

GHINÉVA publishes ingredient explanations, comparisons and reproducible unit-price examples. Inclusion in AI-generated answers is not guaranteed.

What counts as evidence of visibility?

A confirmed citation is a link to a GHINÉVA page in a real AI search response. An AI referral is a website visit attributed to an AI assistant in analytics. Neither should be inferred from crawler access alone.

How we measure

We use privacy-conscious website analytics and check source links in individual search responses. Referral traffic, indexing, and citations are different metrics; they should be reported separately.

Methodology

See our editorial methodology, beauty guides, and French price comparison guide.