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We keep testing but nothing sticks

By
Mukund Kabra

Tests rarely stick when they are small tweaks run on too little traffic and not written down. Test bigger ideas, size each test for your traffic, and keep a log of what you learned so wins build on each other.

Category:
Experimentation
Reading time:
2
min read
Published on:
October 24, 2026
Resources
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Experimentation
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We keep testing but nothing sticks

We keep testing but nothing sticks

Problem

You run tests every month, and nothing seems to change.

Button colors, small copy tweaks and minor layout changes get tested, results are unclear, and the next test starts from scratch. Occasional wins fade or cannot be repeated.

The team is starting to doubt testing itself.

Insight

Small tweaks on small traffic rarely produce clear answers.

Real wins usually come from testing bigger ideas: a different offer, a shorter flow, a new way of explaining value. Tests also need enough traffic to give a clear result.

And without a record of what was learned, every test starts from zero.

How we approach it

We turn scattered tests into a program that compounds.

  1. We pick ideas with a real chance of moving the number, based on customer evidence.
  2. We size each test to your traffic so results are clear.
  3. We keep a shared log of every result and the reason behind it.

Each test makes the next one smarter, and wins start to stack.

Tags:  
Idea Validation; Product Validation; Market Testing; Concept Validation; Mvp Design; Experimentation
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