Competitor thumbnail research: how to study your niche without copying it
A five-step method for analysing competitor thumbnails: find outliers, normalise by channel, tag patterns, name the promise, borrow the layout, not the cover.
Topic
Competitive Research
Studying what already works in your niche: outliers, swipe files, pattern analysis and the difference between borrowing a layout and copying a cover.
8 articles
Does a face help a thumbnail? What 609 channels' best videos say.
Each channel's best-viewed cover against its other covers on 24 features. A face is on the winner 2 points more often. The rest is noise.
How many words are on a top YouTube thumbnail? We counted 8,668 covers.
The median top-channel thumbnail has 4 words. A quarter of covers have none, one in eight has ten or more. The full distribution by niche and channel size.
How to build a thumbnail swipe file that produces briefs, not screenshots
A swipe file is only useful if each entry can become a brief. What to capture, how to tag it, and a weekly review that turns saved covers into packaging.
We studied 11,223 thumbnails from 1,043 top YouTube channels. The shocked face is a myth.
11,223 thumbnails from 1,043 channels with 100k+ subscribers, 11 niches. Faces, expressions, words, title repeats, and what big channels do differently.
What big YouTube channels do differently with thumbnails
Channels over 2 million subscribers put text on fewer covers and use half the arrows and screenshots. The numbers from 11,223 covers, band by band.
What is an outlier video on YouTube, and why do tools disagree?
An outlier video is one whose views far exceed its channel's usual. Why the baseline, window and age adjustment change the score, and how to find them by hand.
What the titles of a channel's best videos have in common: an angle, and not much else
We compared 609 channels' best-viewed titles with another title from the same channel. No format wins. A title that only names the topic loses, by a little.
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