Trust bar under the buttons on handbag pages: -10.2% RPV

LostProduct page

Adding a three-icon trust bar under the add-to-cart buttons cut revenue per visitor by 10.2% on a premium handbag brand's product pages.

Convertibles ran this test and stopped it after 19 days without shipping either version.

A second version that paired the same bar with a rating score, larger price and image swatches came in at -3.4%.

-10.2% RPV
  • Trust bar only: revenue per visitor down 10.2% (516 orders vs 547 for control). A loss.
  • Trust bar plus buy box changes: down 3.4% (533 orders), close to flat.
  • At the midpoint, order value was within 1% of control, so the drop seemed to come from fewer buyers.
  • Nothing shipped. The agency plans to retest the buy box changes without the bar.

The change

Control (A)
header
title
price
Colour swatches
Add to cart
Express pay
description
reviews
Variant (B)
header
title
price
Colour swatches
Add to cart
Express pay
Design, returns, repairsNEW
description
reviews

A three-claim trust bar added under the buttons (trust-bar-only version).

Simplified mockup drawn by LiftArchive from the shared screenshots.

Control

The brand's existing handbag product page, with no trust bar under the buttons.

Variant

A trust bar right under the buttons with three claims: where the bags are designed, 14-day returns and exchanges, and a long repair promise. A second version also added a rating score, a bigger price and image tiles for colours.

Why it likely lost

Our reading of the result, not the practitioner's claim.

  • On an expensive bag, a 14-day return window may read as a limit and raise doubt right before paying.
  • Extra lines near the button give shoppers more to read at the moment of decision.
  • The rating, bigger price and image tiles looked helpful, since that version recovered most of the loss.
  • The test can't show which claim did the damage, because the bar was tested as a whole.

Caveats: The test ran 19 days with roughly 516 to 547 orders per arm, under the agency's 1,000-order target. The buy box changes never ran without the trust bar.

Who ran it

Convertibles ran this test for a premium handbag brand and published the results (Convertibles case study). The numbers are theirs; the summary and commentary on this page are ours.

Read the original case study on Convertibles →

How to run this test on your store

Hypothesis
If we add a trust bar with only our strongest promises under the add-to-cart button, then more shoppers will buy because their main doubts are answered at the button.
Primary metric
Revenue per visitor
Guardrails
  • Conversion rate
  • Average order value
  • Mobile conversion rate
Who should test it
High-ticket stores thinking about adding a trust bar. Test each claim before rolling it out, and leave out anything that sounds like a limit, such as a short return window.

Questions

Do trust bars increase conversions?

Not always. In this test a three-claim trust bar under the button lowered revenue per visitor by 10.2%.

Why would a trust badge hurt sales?

Each claim reads as a promise. A weak one, like a short return window on a pricey item, may add doubt instead of removing it.

What should a trust bar say?

Only claims that are clearly strong for your price point.

Then test the bar against no bar before keeping it.

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