Inithouse developed Be Recommended, a production tool that queries multiple AI models (ChatGPT, Perplexity, Claude, Gemini) to assess brand visibility. The tool scores and reports how visible a brand is across these AI platforms, addressing challenges like rate limiting, caching, model version tracking, and score interpretability. Improvements such as per-provider circuit breakers, weekly cache invalidation with stale-while-revalidate, model version tracking with score deltas, and decomposed scoring with per-factor breakdown enhanced user experience, trust, and retention. The tool provides instant feedback and transparent, actionable insights for users to improve their AI visibility.
Use Case
Opening the operator briefing
Pulling the full operator breakdown, tooling context, and verification notes.
