YouTube Niche Research, Illuminated

Find What Others Can't See

Search any keyword. Gleam reveals the gaps, outliers, and hidden opportunities that YouTube's surface data never shows you.

Performance Scoring

Every video gets an S–D grade based on outperform ratio, engagement, momentum, and recency.

Gap Analysis

Spot under-served keywords where demand is high but existing content quality is low.

Outlier Detection

Find videos that went viral despite small channels — the clearest signal for opportunity.

Interactive Demo

Try It Yourself

This is real product UI with sample data. Click around — everything works.

Try a keyword

Stop Guessing. Start Gleaming.

Every day you create without data is a day you might miss the opportunity right in front of you. Let Gleam show you what the numbers say.