✦ YOUTUBE RESEARCH, WITH SIGNAL
Find the outliers.
Follow the pattern.
See which videos break the baseline — then uncover the topics, packaging, and ideas worth testing next.
API keys stay server-side · metadata cache refreshes every 24 hours
Finding the signal…
Connecting the dots across recent videos
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CHANNEL ANALYSIS
Analysis results
Fresh analysis
A few videos are pulling ahead.
≥ 2.5× median
Videos worth studying
Ranked from the sample used to calculate your baseline.
No outliers in this sample
Try viewing all videos or exploring another query.
AI PATTERN BREAKDOWN
What’s behind the spike?
Turn outlier titles, descriptions, and tags into testable content ideas.
Reading the patterns in your outliers…
Baseline = median views across the returned sample. Outliers are videos at or above 2.5× that median; correlation is not proof of causation.