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A/B Testing

Stop guessing which title wins.
Let the data decide.

A/B Testing runs chi-square significance tests on your title variants. No more picking the title that feels right — the algorithm picks the one that actually performs.

Title test — 1,240 impressionsSIGNIFICANT
Variant A

"5 Editing Tips for Beginners"

4.1% CTR
Variant BWINNER

"Stop Editing Like This — 5 Fixes"

7.6% CTR

χ² p = 0.02 — statistically significant at 100+ impressions

Most title decisions are made by whoever argues loudest

You spend 20 hours making a video and 5 minutes picking a title. You pick the one that feels right, or the one your editor suggested, or the one that got the most thumbs-up reactions in Slack. None of that is data.

A/B Testing removes the opinion. Run 2–3 variants against real impressions, wait for statistical significance, and let chi-square analysis tell you the winner. No arguments. No gut feel. Just math.

How It Works

Three steps to a statistically significant winner

01

Create a test

Enter up to 3 title variants for your video. Set your primary metric: CTR or total impressions.

02

Gather impressions

The test runs until each variant reaches 100+ impressions — the minimum threshold for statistical confidence.

03

Read the winner

Chi-square analysis determines statistical significance (p < 0.05). The winning variant is flagged with a confidence score.

The Science

Why chi-square, and why 100 impressions

Chi-square test

Chi-square analysis tests whether the difference in CTR between your variants is statistically significant or just random variance. A p-value below 0.05 means there's less than a 5% chance the result is due to chance — that's your winner.

100 impression minimum

Below 100 impressions per variant, the sample size is too small to detect a real signal. We enforce this threshold automatically — you won't get a false winner from a 30-impression test that happened to flip the right way.

Up to 3 title variants per test
Chi-square significance testing (p < 0.05)
100+ impression minimum enforcement
CTR and impression tracking per variant
Automatic winner detection
Test history and results archive
Pause and resume tests
Works with any YouTube video

Your next title deserves a fair fight

Run your first A/B test on a 7-day free trial. No credit card required.

Start testing