Commercial separation

Money does not choose the winner.

The MVP has no paid placements or affiliate behavior. If monetization is introduced, it will remain separate from editorial data and recommendation logic.

Never for sale

Editorial ratings, strengths, limitations, or comparison verdicts
Recommendation quiz results or ordering
Organic landscape position
Verification status or freshness

Future placements

Any future sponsored placement must be visually and semantically labeled. Affiliate links must be disclosed beside the action, while the canonical non-affiliate homepage remains in the dataset.

Data boundary

Commercial campaign configuration must live outside editorial profile and scoring data.