Rank a YouTube channel's recent uploads by how far each beat that channel's own baseline. Call this when the user wants to know which of a channel's videos overperformed, or wants proven ideas from a specific channel. Runs on the caller's own free YouTube Data API key. Costs about 5 quota units.

Report what normal performance looks like for a YouTube channel, as the median views of its recent settled uploads, with subscriber count and upload cadence. Call this when the user asks whether a view count is good for a given channel, or needs a reference point before judging a video. Costs about 5 quota units.

Scan several YouTube channels at once and return the strongest outliers across all of them, each measured against its own channel's baseline. Call this when the user wants to see what is working across a niche or a set of competitors rather than one channel. Costs about 5 quota units per channel.

Find channels related to a seed channel through the channels it features, then rank the strongest outliers across all of them. Call this when the user wants to discover channels in a niche they do not already know, rather than analyse ones they named. Costs about 5 quota units per channel found.