MIT Licensed · Evaluation-driven · India-vernacular ready

review-iq

Turn customer reviews into structured intelligence — English, Hindi, Hinglish.

Try it live — no signup needed

Paste any product review (any language). Calls the live API with no key required.

Real accuracy — evaluated on held-out fixtures

Field-level scoring (exact match + fuzzy + set F1) on held-out CI fixtures. Prompt v2.3, Groq tiered routing (Llama 3.1 8B / 3.3 70B).

Language Score Gate Status
English (en) 86.2% ≥80% ✓ PASS
Hindi (hi) 80.7% ≥80% ✓ PASS
Hinglish (hi-en) 80.9% ≥80% ✓ PASS
Overall 83.8% ≥83% ✓ PASS
Known gaps: Sarcastic Hinglish with backhanded compliments scores lower. Short reviews (<10 words) occasionally miss fields.