Most dating apps treat their algorithm like a trade secret, which usually means: engagement optimization you can't inspect. We'd rather show our work.
Three ingredients
- Your stated preferences — age, distance, intent mode (casual, serious, or matrimony), lifestyle filters. Hard filters are hard: we don't "helpfully" ignore them.
- Compatibility signals — profile similarity computed with embeddings, plus how you actually interact, so your feed learns without you filling endless questionnaires.
- Vedic astrology, opt-in — if both of you added birth details, we compute a full-chart Guna Milan or Porutham between you. It's a signal you can weigh, never a secret gate.
The explanation is the product
Every match carries a written explanation — which kootas scored well, where the friction might be, what the doshas and their cancellations mean — generated by AI that is grounded in classical texts and reviewed for claims we shouldn't make. If a score is mediocre, we say so and say why.
No fake scarcity, no engineered dry spells, no charging you to undo a swipe. The goal is that you leave — with someone — and tell your friends how it happened.