Statistics

Sourced, dated numbers, free to cite with attribution.

2 pages

AI Recommendation Logs Make Coaching Directory Citations Auditable

A sourced India coaching snapshot and a reproducible method for recording visible AI-answer citations, resolving name collisions and reporting limits.

Sep 25, 2026

CCPA’s 45 Notices Show Coaching Centre Consumer-Protection Signals

Official Indian records track a ₹1.15 crore refund intervention, 45 CCPA notices and the separate 2024 rules behind coaching-centre claims.

Sep 14, 2026 · 1 min read