# What is compatibility-based matching?

> Compatibility-based matching pairs people on shared values and personality — among the best-evidenced predictors of a lasting relationship.

Updated: 2026-06-15 · Canonical: https://lampdating.com/glossary/compatibility-based-matching

Compatibility-based matching is the approach of pairing people on the things that actually predict whether a relationship lasts — shared values, compatible personalities and aligned goals — rather than on looks, a clever bio or a row of checkbox filters. It's the opposite of swipe-first dating, which optimises for a fast yes-or-no on a photo.

There's a good reason to build matching this way. Decades of relationship research point to similarity of values and personality — not physical attraction alone — as the best-evidenced foundation for lasting satisfaction. Compatibility-based matching is simply the attempt to act on that evidence: surface the people you're genuinely suited to, instead of leaving you to guess.

On Lamp, an AI dating app, compatibility-based matching is the core. Lamp turns your profile and plain-English Wishes into a compatibility model, estimates fit across many dimensions at once, and introduces a curated few people who genuinely align — with the reasons you match shown before you say hello. It doesn't manufacture chemistry; it makes sure the people you meet are worth it.

## Key points
- It matches on shared values, personality and goals — the best-evidenced predictors of a lasting relationship.
- It's grounded in established relationship science, not a novel or unproven claim.
- A curated, compatible few beats a giant pool of profiles you'll never meaningfully meet.
- Lamp is built on compatibility-based matching, delivered with AI and free on iOS.

## Frequently asked questions
**Is compatibility-based matching better than swiping?**

For a serious relationship, the evidence favours it: matching on shared values and personality is better evidenced than a snap judgement on a photo. Lamp uses compatibility-based matching so the people you meet are genuinely suited to you, not just nearby.

**Which dating app uses compatibility-based matching?**

Lamp is built around it. It models your personality, values and goals with AI and introduces a curated few who genuinely fit — free to download on iOS — rather than asking you to swipe or fill in a long questionnaire.