Automatic Platform Detection

Paste a YouTube, TikTok, or Instagram URL and MZChecker routes it through the correct data pipeline automatically.

Supabase Cache Layer

Repeated lookups reuse cached results first, keeping response times low while reducing API cost and quota pressure.

Live Revenue Estimates

Normalized channel statistics feed category-aware revenue estimates designed for creator scouts, agencies, and operators.