TrustTrail

TrustTrail is a mobile + web AI-assisted shopping curation app that turns “editors’ picks” into transparent, checkable recommendations. Instead of vague lists, each pick includes a short editor rationale, a sourcing trail (where the claim came from), price-history context, and a clear “why now” note (sale, new version, seasonal best). Users can follow specific editors (e.g., budget tech, minimalist home, skincare for sensitive skin) and set constraints like max price, shipping region, and “no sponsored picks.” The AI helps editors draft summaries and compare specs, but every list is human-approved and labeled with confidence and disclosure. The app earns trust by making it easy to see what’s sponsored, what’s affiliate, and what’s genuinely independent—then letting users filter accordingly. It’s not trying to be another marketplace; it’s a credibility layer on top of existing stores.