Sticky Add-to-Cart A/B Tests: What 4 Measured Results Show

All 4 measured sticky add-to-cart tests won, with no losses recorded. The most useful pattern: the sticky button that scrolled shoppers back to the main buy box, rather than adding straight to cart, gave the biggest isolated lift.

Dave Diederen's sticky bar that scrolls back to the buy box gained +11.67% conversion rate, +17.39% revenue per visitor and +5.12% AOV. Four results is a small sample, and three come from the same practitioner.

Below: what was tested, the numbers, and the ideas worth testing next. The grid lists every result and idea.

measured results
0–0won vs lost or flat
ideas to test

What counts as a sticky add-to-cart

A sticky add-to-cart is a bar or button that stays on screen as the shopper scrolls, so they never have to find the main buy box again. In this collection it shows up on product pages and on a listicle landing page.

The win/loss record

4 wins, 0 losses, 0 flat. That's a thin base. Three of the four results are Dave Diederen's, and one is part of a larger redesign, so treat this as a strong lead rather than a settled answer.

Where sticky add-to-cart was tested

  • Product page: 3 tests
  • Landing page (listicle): 1 test

Biggest wins and their numbers

Scroll back to the buy box, don't add to cart

Dave Diederen's sticky add-to-cart bar that scrolls back to the main buy box gained +11.67% conversion rate, +17.39% revenue per visitor and +5.12% AOV. Dave's view is that shoppers who scroll down are often still deciding, so sending them back to the variant and quantity options works better than dropping the product straight into the cart.

A second Dave test, a sticky bar that scrolls to the top when a variant or bundle must be picked, reported +$32,565/month. Dave's reasoning: tapping add to cart before choosing a size or bundle throws an error, which is friction.

When the sticky bar appears

On a listicle, Dave triggered the sticky CTA bar at the first in-page CTA (about 30% down the page) instead of only when readers scrolled back up. Result: +3.10% conversion rate and +2.88% revenue per visitor, AOV unchanged. Dave is clear that 30% isn't a magic number; the point is matching the bar to where the page first asks for action.

As part of a redesign

Oliver Kenyon's product page update added a sticky ATC alongside a rating under the title, a discount badge moved next to the ATC and clickable thumbnails. It reported +$38,846/month (+$466,152/year forecasted), but the sticky bar's share can't be separated out.

Tests that lost or were flat

None are recorded. That doesn't mean sticky bars never lose. With only four results, a missing loss tells you very little.

Design patterns worth copying

  • Route to the buy box when choices are needed. Both of Dave's product page wins scroll the shopper up rather than adding a default variant.
  • Show it early on long pages. The listicle test showed the bar from the first in-page CTA.
  • Carry key info in the bar. Kasper Dolk's idea for a sticky ATC bar with reviews, price/discount and variant image is untested here but worth a variant.

Ideas not yet measured

Dave also suggests a sticky bar that adapts to variants. In the cart, Dave's idea to keep the checkout button sticky applies the same logic one step later.

How to add one on Shopify

Some themes include a sticky add-to-cart option in the theme settings; others need an app or custom code. Check whether the button adds to cart or scrolls to the buy box, because that behavior is what Dave's tests turned on.

How to test it on your store

  • Hypothesis: keeping a path to the buy box visible at every scroll depth will lift revenue per visitor, most on long mobile pages.
  • Metric: revenue per visitor, with conversion rate and AOV as checks.
  • Variants: if you have traffic, test scroll-to-buy-box against direct add-to-cart.

Questions

Does a sticky add-to-cart button increase conversions?

All 4 measured tests here won. The clearest one, Dave Diederen's sticky bar that scrolls back to the buy box, gained +11.67% conversion rate and +17.39% revenue per visitor. The sample is small, so test it yourself.

Should a sticky add-to-cart add to cart directly or scroll to the buy box?

Dave Diederen's tests used scroll-to-buy-box, especially when a variant or bundle has to be chosen, and reports it outperforms direct add-to-cart. No direct comparison test is measured here.

When should a sticky CTA appear on a long landing page?

In Dave Diederen's listicle test, showing the sticky bar from the first in-page CTA (about 30% down) instead of only on scroll-up gave +3.10% conversion rate and +2.88% revenue per visitor.