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Do styling A/B tests work in Health & Wellness?

Weak on both counts. Styling tests win 8% in Health & Wellness, below the 15% these tests manage across all industries and below the 15% that Health & Wellness manages across all change types. There is usually something better to spend a test slot on.

The strongest change type we can measure in Health & Wellness is Headline at 25% on 100+ tests.

Small winner set. Few of these tests cleared the bar. The 95% interval on that win rate runs 4% to 15%, so read the figure as directional.

The numbers

Health & Wellnessall industries
Tests analysed50+1,000+
Beat control8%15%
No measurable difference72%
Lost to control20%
Median lift when it won not reported

Median traffic per variant was 2686 visitors. Most ran on homepages (30), lead capture pages (22), checkout pages (19).

Every change type we can measure in Health & Wellness

change typewin rate in Health & Wellnesstests
Headline 25%100+
Split URL 12%48 tests
Styling (this page) 8%50+

The industry overview is at Health & Wellness benchmarks; rates across all industries are on the styling benchmark.

What counts as a styling test

Visual treatment shifts — spacing, weight, borders, colour, shadows — with the same content in the same order. Move the content and it is a layout test. Rewrite it and it is a copy test.

Control and variant wireframe for a styling A/B test
Control on the left, variant on the right. Only the changed element is highlighted.

Styling tests that won in Health & Wellness

  • headline text stating yoga practice fits into a busy life, unchanged wording shown twice suggesting only visual/style difference
  • Adjusts font size, color, spacing, and line height of the payment note text without changing its wording
  • Restyles the existing already-registered/login hint text and link without changing wording.
  • Changes spacing, font styling, and link color/underline of the existing already-registered/login text without changing wording.

Styling tests that did not

  • hides the countdown offer element from the page
  • Styles the what's included section layout and item cards without changing wording
  • Styles a what’s included section with centered layout, white bold text, and pill-style item boxes, without changing any wording

These are individual tests, not rules. Each ran on one site, with one audience, against one page we are not showing you. They are picked to be illustrative rather than sampled at random, and a change that won here can lose on your page for reasons none of this captures. Read them as prompts for what to test, not as findings to copy.

Who ran these tests

This is every Mida account that ran a readable test — in-house marketers, founders, product teams, and agencies working on client sites. Nothing here is filtered by who ran the experiment or how experienced they are.

Low win rates are normal in experimentation, including at the top end. Microsoft's experimentation team, reporting on its own platform, found that only about one third of ideas improve the metric they were designed to improve — and that roughly another third actively hurt it. That is a dedicated experimentation organisation with research, prioritisation and review behind every test.

A mixed population like this one runs below that. The gap is roughly what disciplined practice buys you: ideas grounded in research rather than opinion, one variable at a time, and tests built so the result can actually be read.

A win is a variant that beat its control on that test's primary goal with a statistically significant result. Tests that never got enough traffic to say anything either way are excluded. The methodology has the full detail, including what these numbers cannot tell you.