WatchMatch

Problem

Recommendation engines answer with genres and lists. What people actually want, mid-conversation, is one title they can start tonight — with a reason attached.

Approach

A chat surface constrained to real, verifiable titles: the model proposes, a catalogue lookup confirms the title exists and is streamable, and the reply carries the reason it fits what was asked.

Outcome

Deployed on Vercel and still running.