Summary
Product recommendations now include best-for, avoid-if, maintenance, and evidence-status fields to clarify fit and limitations.
What changed
Recommendation objects now include best-for, avoid-if, maintenance-note, tested-status, evidence-note, and source-check fields. The UI renders those fields beside the existing score and requirement match.
Why it matters
A product can be a strong match for one sleeper and a poor fit for another. Fit boundaries keep recommendations from reading like universal endorsements and make affiliate links easier to evaluate.
Review standard
The current catalog is research-reviewed from official product pages. No product card claims hands-on testing unless that status is explicitly recorded.
Sources and changes
Sources
Revision notes
2026-06-25
Published with catalog evidence fields and recommendation card disclosure updates.