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

Weak on both counts. Styling tests win 5% in Health & Wellness, below the 11% these tests manage across all industries and below the 12% 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 21% on 100+ tests.

Small winner set. Few of these tests cleared the bar. The 95% interval on that win rate runs 2% to 11%, so read the figure as directional.

The numbers

Won 5% No measurable change 75% Lost 20%
Health & Wellnessall industries
Tests analysed50+1,000+
Beat control5%11%
No measurable difference75%
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 21%100+
Split URL 10%48 tests
Styling (this page) 5%50+

What styling tests in Health & Wellness measured

A win rate only means as much as the thing being counted, so this is what these tests were actually optimising for.

measured outcomeshare of tests
Purchase / order complete60%
Signup / registration27%
Booking / appointment5%

Outcomes below 5% of the set are not listed, so these do not sum to 100. How the outcome was measured moves the win rate a lot — see the methodology.

Why this table is not a ranking

These rates are not like-for-like. How often a test wins depends partly on what it chose to measure: a goal that records a soft signal — a click, a scroll — clears the bar more often than one that records a purchase. Across this data, tests measured against a proxy goal win 13%, against 9% for tests measured against a business outcome.

Categories differ a lot in that mix — proxy goals account for anywhere from 2% to 41% of a category's tests.

Hold the metric fixed and the spread narrows sharply. Comparing only tests measured against a business outcome, the gap between the highest and lowest category falls from 9 points to 6 — at which point the intervals overlap and the categories are not statistically distinguishable.

So read the table as a description of what happened, not as a ranking of what works. If you want the comparison to mean something, compare categories that were measured the same way. The methodology page has the full breakdown.

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

  • The existing already-registered/login hint text and link were restyled without changing the wording.

    Lead capture page+9.1%

  • The existing already-registered and login text kept the same wording, but its spacing, font styling, and link color and underline changed.

    Lead capture page+7.9%

  • The page hid several navigation links, a black button, an SVG icon, the country selector, and the footer.

    Lead capture page+5.6%

  • The payment note text kept the same wording but had its font size, color, spacing, and line height adjusted.

    Checkout page+9.9%

Styling tests that did not

  • The page hid the footer menu instead of showing it.

    No significant difference

  • It hid several navigation items, the black button, an icon's SVG path, the country selector, and the footer.

    Lead capture pageNo significant difference

  • The loading spinner was hidden, and the next-step button faded in so it became visible and clickable.

    Checkout pageNo significant difference

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.