Reverb docs
Provider Surface
The MVP uses focused provider surfaces instead of trying to replicate consumer AI search UIs.
1
Perplexity Sonar is the MVP answer surface because it is search-grounded and returns citations in one call.
2
OpenAI is used for prompt generation and structured judging.
3
Convex stores live run state and audit artifacts in preview and production.
4
Polar owns the one-time report credit checkout and webhook flow when billing is enabled.
5
Sanity and Cal.com are not part of the MVP runtime surface unless explicitly re-enabled later.
6
The public methodology should say API surface, search-grounded, sampled rather than claiming consumer UI replication.