A/B Test Prioritizer

Test what matters first.

Score your test ideas by Impact, Confidence and Ease, auto-rank them by ICE, and get a written hypothesis for each — so you stop testing tiny tweaks and run the high-leverage bets first.

100% in-browser — free, unlimited, no upload, no sign-up.
Your test ideas

How it works

  1. 1Add your test ideas — anything you're thinking of testing on ads, a landing page or email.
  2. 2Score each one 1–10 on Impact (how much it could move the needle), Confidence (how sure you are it'll work), and Ease (how quick/cheap it is to run).
  3. 3It computes each idea's ICE score, ranks them highest-first, and writes a proper hypothesis for each — so you test the highest-leverage ideas before the fiddly ones.
  4. 4Copy the ranked plan and start with the one flagged 'test this first'.

When to use it

  • You have a long list of test ideas and no objective way to choose.
  • You keep testing small, safe tweaks instead of the changes that matter.
  • You want a shared, defensible testing roadmap for your team or client.

Frequently asked questions

Is the A/B Test Prioritizer free?

Yes — completely free and unlimited. It runs entirely in your browser, so there's no credit cost and no sign-up.

What is ICE scoring?

ICE ranks ideas by the average of three 1–10 scores: Impact (how much it could move your metric), Confidence (how sure you are), and Ease (how quick and cheap it is to run). Higher ICE = do it sooner. It's a fast, widely-used prioritisation framework.

Is the ICE score a prediction of results?

No — it's a prioritisation heuristic based on your own estimates, not a forecast. It helps you decide what to test first; the actual test tells you what works. Garbage-in, garbage-out: score honestly.

What's the hypothesis for?

A good test starts with a clear hypothesis — what you're changing, the effect you expect, and how you'll measure it. The tool drafts one for each idea from your inputs so you can paste it straight into your test plan.