A/B Testing Hypothesis Generator

Image to text generator - submit a screenshot of your original and new A/B test version, and we will generate the A/B test experiment hypothesis for you.

Step 1: Start here

Upload your original version (Version A)

Version A preview
📁

Upload Version A (Original)

PNG, JPG — click or drag & drop

Version B preview
📁

Upload Version B (New variation)

PNG, JPG — click or drag & drop

How it works 👇

How to use the hypothesis generator

AI generating your hypothesis...

Hypothesis

Mida.so: A/B testing with no performance downsides:
✅ Forever free up to 100,000 MTU
✅ No-code visual editor & HTML editor
✅ Transparent usage-based pricing plan
✅ Lightweight 7kb — no impact on site performance
✅ Integration — GA4, GTM, Shopify, etc

Create a new A/B test

Frequently Asked Questions

What is an A/B test hypothesis generator? +

It is an AI tool that analyzes screenshots of your original page and your new variation, then writes a structured IF / THEN / BECAUSE hypothesis explaining why the change should improve conversions. It saves you the time of writing hypotheses from scratch and helps you articulate the reasoning behind each test.

How do I use it? +

Upload a screenshot of your original page (Version A) and a screenshot of your proposed variation (Version B), then click Generate. The AI compares the two images and produces a hypothesis in the standard CRO format.

What image formats are supported? +

PNG and JPG files are supported. For best results, use full-page or above-the-fold screenshots that clearly show the change you are testing. The images are processed locally in your browser before being sent to the AI — they are not stored.

What is the IF / THEN / BECAUSE framework? +

IF we make this specific change, THEN we expect this measurable outcome, BECAUSE this is the behavioral or psychological reason it should work. This structure keeps your hypothesis testable, falsifiable, and grounded in reasoning — not just a guess.

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