100 AI products, with the evidence beside every result.

Product name, canonical domain, category and the public source used to identify the cohort record.

Comparable domain evidence or score withheld, with the applicable reason shown on the record.

Available AI Overview keywords, commercial positions and traffic, organic keywords and traffic, authority score and referring domains.

Normalized AI Overview presence, commercial plus organic evidence, and authority plus referring-domain evidence.

A score out of 100 and a rank within the 78-record comparable denominator when all required evidence conditions are met.

A plain-language explanation when a broad parent domain, shared domain, insufficient product specificity or unavailable required evidence prevents comparison.

The measured inputs, strongest pillar, official product route and cohort-source route attached to the product summary.

A documented path for reporting identity, category, eligibility or evidence issues and requesting a reviewed change.