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A/B test ideas

A/B-Test Ideas to Boost Store AOV

We've run 4,000+ A/B tests across 250 European DTC brands. Most test ideas don't move the needle when it comes to AOV. But a handful of patterns show up as winners consistently.

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A/B-Test Ideas to Boost Store AOV

What's inside

What you get

The one that surprises people most:

We added a money-back guarantee badge near the add-to-cart on a

supplements client.

Just one line of reassurance at the moment of decision.

\- AOV up.

\- Refund rate unchanged.

Because at high-intent moments, every doubt is a basket-size killer.

Higher AOV isn't about pushing more products, it's about removing the hesitation that makes people downgrade their cart.

The other patterns follow the same logic:

Trust beats persuasion.

Clarity beats cleverness.

Friction-removal beats feature-stacking.

I wrote up all 20+ AOV test ideas with the real patterns behind each one.

๐—ช๐—ต๐—ฎ๐˜'๐˜€ ๐—ถ๐—ป๐˜€๐—ถ๐—ฑ๐—ฒ:

20+ AOV test ideas

The hypothesis behind each one

Mobile mockups showing the exact change

Why it works (the psychology + the data)

Which test fits which stage of your funnel

๐—œ๐—ณ ๐˜†๐—ผ๐˜‚'๐—ฟ๐—ฒ ๐—ฟ๐˜‚๐—ป๐—ป๐—ถ๐—ป๐—ด ๐—ฎ ๐Ÿณ-, ๐Ÿด-, ๐—ผ๐—ฟ ๐Ÿต-๐—ณ๐—ถ๐—ด๐˜‚๐—ฟ๐—ฒ ๐—ฒ๐—ฐ๐—ผ๐—บ ๐—ฏ๐—ฟ๐—ฎ๐—ป๐—ฑ ๐—ฎ๐—ป๐—ฑ ๐˜„๐—ฎ๐—ป๐˜ ๐˜๐—ต๐—ถ๐˜€ ๐—ณ๐—ฟ๐—ฎ๐—บ๐—ฒ๐˜„๐—ผ๐—ฟ๐—ธ:

1. 1. Comment "AOV"

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The CRO agency behind 250+ of the world's leading online businesses

Whether high-growth startups or global leaders in e-commerce, travel, insurance, or retail, we consistently drive measurable revenue increases.

Strauss
Koro
Sunday Natural
The Body Shop
Grover
Hello Fresh
Natural Elements
AG1
Bluebrixx
Woom
Hornbach
Tourlane
Congstar
Holy
Junglรผck
PV
Wunschgutschein
Motel A Mino
Mofakult
Bruna
Buah
Waterdrop
Purelei
Giesswein
Schiesser
Livefresh
Blackroll
The Female Company
Ryzon
1 Kom Ma 5
Kickz
Horizn Studios
Seeberger
Luca Faloni
Priwatt
T1tan
Snocks
Plantura
NatureHeart
Zahnheld
Jumbo
Ironmaxx
NKM
Oceansapart
Omhu
Send a Friend
Fitjeans
BGA
DRIP and Apex

Spend the same on ads.
Make more from them.

Book a call with the team and tell us about your shop. We'll talk through where it stands, where you want it to go, and how we'd get you there. If working with us isn't the best return on your money, we'd tell you rather than take it.

See if your shop is a fit

30 minutes, and you'll know exactly where your shop stands.

The Newsletter Read by Employees from Brands like

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Join 17,000+ Ecom founders turning CRO insights into revenue

Trusted by 250+ brands

  • Strauss
  • Koro
  • Sunday Natural
  • The Body Shop
  • Grover
  • Hello Fresh
  • Natural Elements
  • AG1
  • Bluebrixx
  • Woom
  • Hornbach
  • Tourlane
  • Congstar
  • Holy
  • Junglรผck
  • PV
  • Wunschgutschein
  • Motel A Mino
  • Ryzon
  • Kickz
  • The Female Company
  • Livefresh
  • Schiesser
  • Horizn Studios
  • Seeberger
  • Luca Faloni
  • Zahnheld
  • Snocks
  • Bruna
  • NatureHeart
  • Priwatt
  • Jumbo
  • NKM
  • Oceansapart
  • Omhu
  • Blackroll
  • 1 Kom Ma 5
  • Purelei
  • Giesswein
  • T1tan
  • Buah
  • Ironmaxx
  • Waterdrop
  • Send a Friend
  • Fitjeans
  • Mofakult
  • Plantura
  • BGA
  • Coop
DRIP / Apex

Prediction-based experimentation for online shops from โ‚ฌ100k a month.

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