Trust

Methodology

Duplios Discover starts with what you want to experience, then recommends destinations, timing and practical constraints.

Discover by Passion

Passions and experiences are primary. Destinations are answers.

Structured facts before prose

Seasons, budgets, certifications and suitability scores come from structured records — not invented by a language model.

Match Score and confidence

The Duplios Match Score is deterministic (version discover-match-v1). Data confidence is calculated separately from completeness, verification and source coverage.

Verification and limitations

We publish only what we can support. High-risk claims require sources. Where verification is partial, we say so. Guides improve continuously through expert review and traveller feedback.

Commercial relationships

Affiliate links are disclosed. No destination is recommended solely because it paid for placement. Commercial status never changes Match Score.