MIT Licensed · Evaluation-driven · India-vernacular ready

review-iq

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

See it in action ↓

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). Prompt v2.1, Groq Llama 3.3 70B.

Language Score Gate Status
English (en) 86.3% ≥80% ✓ PASS
Hindi (hi) 80.7% ≥80% ✓ PASS
Hinglish (hi-en) 80.2% ≥80% ✓ PASS
Overall 83.5% ≥83% ✓ PASS
Known gaps: Sarcastic Hinglish with backhanded compliments scores lower. Short reviews (<10 words) occasionally miss fields.