Quick overview
Find the YouTube videos and Shorts that got far more views than usual for their own channel. Enter a topic or a list of channels in a simple form and get a results page. No API key, no Google account, nothing to connect.
How it works
- You enter a topic, up to 10 YouTube channels, or both, in an n8n form.
- For a topic, the workflow finds up to 8 matching channels with YouTube's own search.
- For each channel it reads two public feeds: the latest 15 long videos and the latest 15 Shorts, with views and likes.
- It works out what is usual for each channel: the median views of its other videos of the same format. Shorts are compared only with Shorts.
- A video with at least 2x the usual views is an outlier (you choose the factor). New videos that are already ahead are marked "early".
- You get a page with the outliers, their thumbnails and likes, the channels used, and a ready text to paste into any AI chat to ask why these videos worked.
Setup
- Click "Execute workflow" and open the form, or activate the workflow and use the form's production URL.
- Enter a topic of two or three words, such as "skincare routine", or channels as @handle, channel link or channel ID, then click "Find outliers".
- If you share the form link with other people, turn on Authentication in the form node.
Customization
- Change the limits in the Settings node: channels per run, minimum subscribers, age limits, thumbnails on or off. More channels per run means more requests to YouTube.
- Raise topic_min_subscribers in Settings to leave out small channels found for a topic, or topic_min_usual_views to stop judging them.
- "Build report page" also returns the AI text as ai_prompt, so you can connect your own AI node to it. Its answer will not appear on the results page.