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Analytics & Insights

AI A/B test insights generator that reads the results you actually ran

Paste in your variant results — visitors, conversions, whatever you tracked per version — and this tool explains what the numbers show in plain language, flags whether the sample looks large enough to trust, and suggests a next test. It has no access to your testing platform; everything comes from what you paste in.

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What the a/b test insights generator gives you

  • A plain read of which variant performed better based on your pasted numbers, and by how much.
  • A note on whether the sample size looks large enough to draw a confident conclusion from.
  • A suggested next test idea building on this result, rather than a repeat of the same comparison.

Who it is for

Conversion rate optimizers, product marketers and growth teams running their own split tests.

Why it is different

It flags weak sample sizes honestly instead of declaring a winner from a handful of conversions, and never invents a statistical significance figure it hasn't calculated from your numbers.

Example: Reading results from a pasted A/B test on a signup button

An illustrative brief and output written by our team to show the format. It is not a customer result and makes no performance claim.

The brief

Variant A
5,000 visitors, 210 signups
Variant B
5,050 visitors, 224 signups

The output

Worked arithmetic

  • Variant A rate: 210/5000 = 4.20%
  • Variant B rate: 224/5050 = 4.44%
  • Absolute difference: 0.24 percentage points on a sample this size

Verdict

  • This is inconclusive — a 0.24pt gap on ~5,000 per variant is well within the range you'd expect from chance alone.
  • Recommendation is to keep running rather than declare B a winner, and to report the raw counts alongside any headline percentage.

How it works

  1. 01

    Fill the brief

    Guided fields ask for product, audience and outcome — no prompt writing.

  2. 02

    Generate

    The AI A/B test analysis tool runs server-side with your saved brand voice applied.

  3. 03

    Ship it

    Copy the structured output, or find it again in your searchable history.

A/B Test Insights Generator FAQs

Can it calculate statistical significance for my test?+

It can reason about whether your sample size and conversion counts look sufficient to trust the result, using standard logic, but you should confirm with a dedicated significance calculator before making a big decision.

Does it connect to my A/B testing tool?+

No — there's no integration. You paste in the results from whichever tool you used, and this tool interprets those numbers only.

What if my test result is inconclusive?+

It will say so plainly rather than forcing a winner, and will usually suggest either running longer or testing a bigger variant difference next time.

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