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A/B Testing
Stop guessing which thumbnail wins. Measure it.
A disciplined testing programme across thumbnails and titles, run with enough rigour that the result means something - and a library of learnings that compounds.
Start a project from $2,500 /month
What you get
- Structured test on every upload
- Variants designed to isolate one variable at a time
- Significance called properly, not on day-one noise
- Retroactive testing on your back catalogue
- A living playbook of what wins on your channel
- Monthly read-out with the next hypotheses
How it runs
- 01
Baseline
Audit current CTR and impressions to know what normal looks like.
- 02
Hypothesise
One clear question per test. Face vs no face. Text vs clean.
- 03
Run
Variants ship through YouTube Test and Compare and hold until the data is real.
- 04
Call it
We declare a winner only when the margin beats the noise.
- 05
Codify
The result enters your playbook and shapes every future thumbnail.
Why this holds up
Most channels "test" by swapping a thumbnail when a video underperforms. That is not a test, it is a reaction. Real programmes isolate variables, respect sample size, and turn results into rules.
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