Product Card & Quick-add A/B Tests: 12 Results, 35 Ideas

All 12 measured product card tests were reported as wins, and the pattern is to let shoppers see more and buy from the card without opening every product. Oliver Kenyon added Quick Add buttons to collection cards and reported +$135,307/month, the largest result here.

Image swiping on cards is the second theme. Kasper Dolk reported +€96,350 from swipeable collection images at 97% confidence.

Eight of the twelve tests came from Oliver Kenyon, and most report monthly revenue rather than conversion rate, so compare them with care.

14measured results
14–0won vs lost or flat
35ideas to test
$286,348biggest est. monthly gain
A
→
B
+$286,348/month
Quick add-to-cart, PDP content and checkout badges for an energy drink brand
Site-wideProduct cards & quick add@oliverkenyon
A
→
B
+$135,307/month
Added Quick Add buttons to collection page product cards
Collection pageProduct cards & quick add@oliverkenyon
A
→
B
$56,285/month
Mobile collection cards in 2x2 grid with quick add-to-cart button
Collection pageProduct cards & quick add@oliverkenyon
A
→
B
+$49,040/month
Collection page: switched to 2x2 grid and reordered top performers
Collection pageSubscriptions & subscribe-and-save@oliverkenyon
A
→
B
$44,890/month
Three survey-based reassurance lines above collection page grid
Collection pageUSP bars & benefit icons@oliverkenyon
A
→
B
$43,115/month
Realigned collection page product cards, highlighted flavour names
Collection pageProduct cards & quick add@oliverkenyon
A
→
B
+$29,621/month
Added Best Seller/Trending labels, visible price and Buy Now to collection cards
Collection pagePricing, discounts & savings display@oliverkenyon
A
→
B
+$12,400 per month
Added image swipe to product cards on collection pages
Collection pageProduct images & gallery@oliverkenyon
A
→
B
+$12,382 per month
Added swappable product images to collection page product cards
Collection pageProduct images & gallery@oliverkenyon
A
→
B
+30% add-to-cart rate
Sequential tests on collection grid, pricing, PDPs and cart drawer for a fan brand
Site-wideProduct cards & quick add@oliverkenyon
A
→
B
+3.01% revenue per visitor
Replaced pagination with infinite scroll on a collection page
Collection pageProduct cards & quick add@DaveDiederen
A
→
B
+14.36% revenue per visitor
Reorganized the USP checklist into a compact two-column grid with a relevant icon per benefit
Product pageUSP bars & benefit icons@DaveDiederen
A
→
B
+20% revenue per visitor
Added an offer card inside the collection product grid
Collection pageProduct cards & quick add@DaveDiederen
A
→
B
Swipeable Collection Images: +€96,350 revenue lift, 10,796 visitors, 97% confidence
Swipeable images on collection cards; retail-price comparison popup on PDP
Collection pageComparison charts & tables@kasper_dolk
A
→
B
Idea, no result yet
Add image category tiles, filter/sort bar and ranked Best Seller badges to collection pages
Collection pageProduct images & gallery@DaveDiederen
A
→
B
Idea, no result yet
Add a promo card in the 4th slot of the collection grid
Collection pageProduct cards & quick add@DaveDiederen
A
→
B
Idea, no result yet
Bundle page with a goal progress bar, tiered quantity discounts and pack cards
Landing pageReviews & star ratings@DaveDiederen
A
→
B
Idea, no result yet
Collection cards with Most Popular callouts and variant previews
Collection pageReviews & star ratings@DaveDiederen
A
→
B
Idea, no result yet
Hide the scrolling marquee text bar
Site-wideUSP bars & benefit icons@DaveDiederen
A
→
B
Idea, no result yet
Cost comparison card: 'Hiring a team' itemised total vs your monthly price
Landing pageComparison charts & tables@kasper_dolk
A
→
B
Idea, no result yet
Redesign PDP with price and rating by the title, size guide note, membership upsell and guarantee under ATC
Product pageReviews & star ratings@DaveDiederen
A
→
B
Idea, no result yet
Turn the PDP into a step-by-step color and add-on selector
Product pageUSP bars & benefit icons@DaveDiederen
A
→
B
Idea, no result yet
Pack the supplement buy box with six conversion tactics
Product pageUSP bars & benefit icons@DaveDiederen
A
→
B
Idea, no result yet
Product cards with USP tags, color switches and a tagline
Collection pageUSP bars & benefit icons@kasper_dolk
A
→
B
Idea, no result yet
Insert benefit blocks every other row of the product grid
Collection pageUSP bars & benefit icons@kasper_dolk
A
→
B
Idea, no result yet
Add variant selectors to product cards
Collection pageVariant, size & option selectors@kasper_dolk
A
→
B
Idea, no result yet
Fashion product cards with swatches, size availability and quick add
Collection pageReviews & star ratings@kasper_dolk
A
→
B
Idea, no result yet
Product card: savings, per-item price for multipacks, expensive items first
Collection pageSocial proof, authority & press@kasper_dolk
A
→
B
Idea, no result yet
Add horizontal collection tabs at the top of collection pages
Collection pageProduct cards & quick add@DaveDiederen
A
→
B
Idea, no result yet
Build-your-set selector: set size, shade filters and chosen-colour tray
Product pageBundles & quantity breaks@kasper_dolk
A
→
B
Idea, no result yet
Benefit cards with a short outcome headline and line icon for each benefit
Product pageUSP bars & benefit icons@kasper_dolk
A
→
B
Idea, no result yet
Collection header: social proof in hero, easy filters, big cards, clear savings
Collection pageSocial proof, authority & press@kasper_dolk
A
→
B
Idea, no result yet
Mission section about 'them': benefit grid, customer photo collage, CTA
Landing pageUGC & product video@kasper_dolk
A
→
B
Idea, no result yet
Mobile product heroes with guided option pickers and bundle tiers above the fold
Product pageBundles & quantity breaks@kasper_dolk
A
→
B
Idea, no result yet
Cart drawer formats with condensed upsell cards and subscription options
CartUpsells & cross-sells@DaveDiederen
A
→
B
Idea, no result yet
Show size/color swatches on collection cards
Collection pageVariant, size & option selectors@kasper_dolk
A
→
B
Idea, no result yet
Collection: 2-column-wide bestseller card with badge, most expensive first
Collection pageSales, urgency & limited-time offers@kasper_dolk
A
→
B
Idea, no result yet
Quick add to cart on collection pages
Collection pageBundles & quantity breaks@elevate_ab
A
→
B
Idea, no result yet
Put the Best Seller badge in the top-left of the product card image
Collection pageProduct images & gallery@DaveDiederen
A
→
B
Idea, no result yet
Collection page with collection switcher, grid-size toggle and visible discounts
Collection pagePricing, discounts & savings display@kasper_dolk
A
→
B
Idea, no result yet
Collection page: USP header, product tags, swatches, filters and reviews
Collection pageReviews & star ratings@kasper_dolk
A
→
B
Idea, no result yet
Collection: feature bestsellers, stars, savings and a 2x2 grid
Collection pageReviews & star ratings@kasper_dolk
A
→
B
Idea, no result yet
Add badges to a few standout products in the collection grid
Collection pageProduct cards & quick add@kasper_dolk
A
→
B
Idea, no result yet
Supplement funnel: authority Q&A advertorial, then a no-nav offer page
Landing pageReviews & star ratings@kasper_dolk
A
→
B
Idea, no result yet
Collection: topic filters (sleep, focus, mood) and a 2x2 grid
Collection pageProduct images & gallery@kasper_dolk
A
→
B
Idea, no result yet
Insert USP blocks between rows of the collection grid
Collection pageUSP bars & benefit icons@kasper_dolk
A
→
B
Idea, no result yet
Day 1 vs Day 30 customer photo review cards
Product pageReviews & star ratings@kasper_dolk
A
→
B
Idea, no result yet
Place a product card section directly below the homepage hero
HomepageHero & above-the-fold section@DaveDiederen
A
→
B
Idea, no result yet
Add USP icons + text above the collection product grid
Collection pageUSP bars & benefit icons@kasper_dolk

What counts as product cards

This collection covers the product tiles in collection grids: quick-add buttons, grid layout, images on the card, labels and prices, plus things placed inside the grid such as offer cards and pagination. One test reorganized a product page USP block into a card-style grid.

The answer first: win/loss record

12 measured tests, 12 wins, no reported losses. Oliver Kenyon ran eight, Dave Diederen three and Kasper Dolk one. Eleven ran on collection pages.

Where product cards were tested

Quick add and grid layout

Oliver Kenyon's reasoning for the quick-add test was that returning buyers had to open every product page to add items. A second Oliver Kenyon test combined a 2x2 mobile grid with a quick add-to-cart button for $56,285/month, and a 2x2 grid with top performers reordered reported +$49,040/month.

Want results like this on your store?

Oliver Kenyon at Conversionwise. Oliver co-founded Conversionwise and has spent 13 years helping ecommerce brands turn clicks into customers.

Book a call with Conversionwise → See all their tests

Images on the card

Three tests let shoppers see more images from the card, and all three won. Oliver Kenyon's image swipe on collection cards reported +$12,400/month and +$0.43 revenue per session, and swappable card images reported +$12,382/month.

Clarity on the card

Oliver Kenyon realigned cards and highlighted flavour names ($43,115/month) and added labels, visible prices and Buy Now ($29,621/month). Both made the card easier to read at a glance.

Inside and around the grid

Dave Diederen added an offer card inside the product grid and reported +20% conversion rate and +20% revenue per visitor. Dave Diederen's infinite scroll instead of pagination won a smaller +2.76% conversion rate and +3.01% revenue per visitor. Oliver Kenyon's three survey-based reassurance lines above the grid reported $44,890/month.

A→
B
+$135,307/month
Added Quick Add buttons to collection page product cards
Collection pageProduct cards & quick add@oliverkenyon
A→
B
$56,285/month
Mobile collection cards in 2x2 grid with quick add-to-cart button
Collection pageProduct cards & quick add@oliverkenyon
A→
B
+$49,040/month
Collection page: switched to 2x2 grid and reordered top performers
Collection pageSubscriptions & subscribe-and-save@oliverkenyon
A→
B
+$12,400 per month
Added image swipe to product cards on collection pages
Collection pageProduct images & gallery@oliverkenyon
A→
B
+20% revenue per visitor
Added an offer card inside the collection product grid
Collection pageProduct cards & quick add@DaveDiederen
A→
B
Swipeable Collection Images: +€96,350 revenue lift, 10,796 visitors, 97% confidence
Swipeable images on collection cards; retail-price comparison popup on PDP
Collection pageComparison charts & tables@kasper_dolk

Biggest wins and their numbers

  • Quick Add buttons on cards: +$135,307/month, +$0.19 revenue per session (Oliver Kenyon).
  • Swipeable images on cards: +€96,350 at 97% confidence on 10,796 visitors (Kasper Dolk).
  • Offer card inside the grid: +20% conversion rate (Dave Diederen).
  • USP checklist turned into a two-column grid with icons on a product page: +14.36% revenue per visitor (Dave Diederen).

Tests that lost or were flat

None of the twelve was reported as a loss or flat. That is a selection effect worth keeping in mind: practitioners share winners more often than losers. Infinite scroll was the most modest result, and AOV did not change in that test.

For how often tests really lose across the archive, see losing A/B tests.

Design patterns that won

  • A quick-add button on the card.
  • Two products per row on mobile.
  • Swipeable or swappable images on the card.
  • Clear names, prices and a bestseller label at a glance.
  • An offer presented as a card in the grid.

How to add or change product cards on Shopify

Recent Shopify themes include quick add, a second image on hover and mobile column settings in the theme editor. Image swiping on cards and offer cards in the grid usually need a theme edit or app. See collection page product card tests and product image tests.

How to test it on your store

Hypothesis: shoppers on our collection pages must open each product to add it, so a quick-add button on cards will lift revenue per session. If products have sizes, the quick add should open a size picker.

Measure revenue per session or per visitor, and check how product page views change. Use the sample size calculator to plan the run.

Ideas not yet tested

  • Kasper Dolk suggests fashion cards with color swatches, size availability and quick add, and variant selectors on cards for products with 2-3 simple options.
  • Kasper Dolk also suggests benefit blocks every other row of the grid.
  • Dave Diederen suggests a promo card in the 4th slot of the grid, and Elevate A/B Testing suggests quick add to cart on collection pages.

Questions

Does a quick add to cart button increase sales?

In the tests here, yes. Oliver Kenyon's Quick Add buttons on collection cards reported +$135,307/month, and a 2x2 mobile grid with quick add reported $56,285/month.

Should collection pages show 2 products per row on mobile?

Two Oliver Kenyon tests used a 2x2 grid and both won: $56,285/month with quick add, and +$49,040/month with top performers reordered.

Do swipeable images on product cards help?

All three tests won. Kasper Dolk reported +€96,350 at 97% confidence, and Oliver Kenyon reported about $12,400/month from image swipe on cards.