IndexFair publishes independent analytical ratings of consumer brands. Scores come from public data and a published, versioned methodology — the same rules for every brand. No featured tier. No star ratings. Gaps in measurement lower confidence instead of quietly filling the number.
We build ratings as a structural problem: inspectable method, reproducible outputs, and a commercial model where incentives cannot rearrange the ranking. Public materials point to the site and methodology; product source stays private.
