GrailAtlasIndependent watch reliability, quality & value

Affiliate & monetization disclosure

Grail Atlas is independent and self-funded. This page lays out every channel by which the project may eventually make money, and the architectural guarantees that keep monetization separate from the merit ranking.

What we DO not do

Channels we may use

The architectural guarantee

The trust composite formula in the engine takes no monetization-related input. The valuation factor tables take no monetization-related input. The risk read takes no monetization- related input. These are facts about the code; you can verify them yourself in the open-source engine modules referenced from the How it works page.

If Grail Atlas ever changes that — if any monetization channel is ever wired into a published score — this disclosure page will say so, explicitly, in language a hostile reviewer would write.

How to surface concerns

Bias in the rankings, undisclosed conflicts of interest, suspicious editorial content: report via the channels in the Acceptable Use Policy. We respond to every report; serious ones become public via the changelog.

Affiliate disclosure — Grail Atlas