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Do body copy A/B tests work in Education?

Weak on both counts. Body copy tests win 7% in Education, below the 11% these tests manage across all industries and below the 10% that Education manages across all change types. There is usually something better to spend a test slot on.

The strongest change type we can measure in Education is Styling at 17% on 47 tests tests.

Small winner set. Few of these tests cleared the bar. The 95% interval on that win rate runs 3% to 18%, so read the figure as directional.

The numbers

Educationall industries
Tests analysed50+250+
Beat control7%11%
No measurable difference74%
Lost to control19%
Median lift when it won not reported

Median traffic per variant was 1091 visitors. Most ran on product pages (33), landing pages (10), homepages (7).

Every change type we can measure in Education

change typewin rate in Educationtests
Styling 17%47 tests
Headline 8%50+
Split URL 7%100+
Body copy (this page) 7%50+

The industry overview is at Education benchmarks; rates across all industries are on the body copy benchmark.

What counts as a body copy test

Supporting paragraph text is rewritten, shortened or expanded. Headings, images and CTAs are untouched.

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

Body copy tests that won in Education

  • numbered list item reading a duration/step option
  • Hides original paragraph text and replaces it with a bulleted feature list with checkmarks and highlighted sub-copy
  • step-by-step booking guidance with headings for swim assessment and ready-to-book sections, including instructions for new vs returning customers
  • Sequence of assessment/booking prompts explaining program selection and directing new vs returning customers to different booking channels

Body copy tests that did not

  • Replaces the features list text with new guarantee and trust-count bullet points, plus styles them in teal bold text and adjusts padding on a nearby heading
  • section with a swim-assessment heading and prompt to find the right program, plus a ready-to-book heading with instructions directing new customers to book lessons here and returning customers to use the app or parent portal
  • informational text with section headings for assessment and booking, guiding users to find the right program and directing new customers to book online while returning customers use the app or parent portal

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.