IndexFair publishes independent analytical ratings of consumer brands.
The interesting part is not the homepage — it’s the constraint set:
- scores from public data and a published, versioned methodology
- same rules for every brand
- no featured tier
- no star ratings
- missing measurement lowers confidence instead of quietly filling the number
Most online rankings rearrange themselves around commercial incentives. We wanted the opposite: a structure where the method is inspectable, and money has nowhere to enter the ranking.
Public materials live here:
- Site: https://indexfair.com
- Methodology: https://indexfair.com/methodology
- GitHub org (profile only, no product source): https://github.com/Indexfair
- Essay: https://indexfair.com/insights/how-the-rating-game-works
This post is a pointer, not a dump of internals. The product codebase stays private. The method does not.
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