Variant & Size Selector Tests on Product Pages: 46 Examples, 6 With Results

All 6 measured variant selector tests on product pages were reported as wins, and the most useful pattern is simple: make the options and sizes easy to see and understand.

Oliver Kenyon split a combined size selector into men's and women's sizes and reported +10.4% conversion rate, +12.9% revenue per visitor and +$38,699/month projected.

Dave Diederen found the same direction when they replaced variant dropdowns with visual selector blocks: +3.95% conversion rate and +3.79% revenue per visitor, with no change in AOV.

Only two of the six tests changed the selector alone.

The others changed images, a sticky bar or the area around the add-to-cart button, so read their numbers as evidence about the buy box, not the selector by itself.

7measured results
7–0won vs lost or flat
39ideas to test
$71,259biggest est. monthly gain
A
→
B
+12.9% revenue per visitor
Redesigned size selector to separate men's and women's sizes
Product pageVariant, size & option selectors@oliverkenyon
A
→
B
+3.79% revenue per visitor
Replaced variant dropdowns with visual selector blocks
Product pageVariant, size & option selectors@DaveDiederen
A
→
B
+11.32% revenue per visitor (+A$52,743/month)
Added new sections underneath the add-to-cart button on the product page
Product pageVariant, size & option selectors@DaveDiederen
A
→
B
+$32,565/month revenue
Added a sticky add-to-cart bar (scrolls to top when variants or bundles must be picked)
Product pageBundles & quantity breaks@DaveDiederen
A
→
B
9.55% CVR (blonde) vs 9.32% control
Swapped the model in the first product image (blonde vs brunette)
Product pageProduct images & gallery@DaveDiederen
A
→
B
+4.61% revenue per visitor
Added a model size overlay to fashion product images (e.g. 'Elly is 5'8" and wears a size S')
Product pageProduct images & gallery@DaveDiederen
A
→
B
Won repeatedly
Placed a countdown timer above the variant/bundle selector on the PDP
Product pageCountdown timers@DaveDiederen
A
→
B
Idea, no result yet
Redesign PDP with tiered tub bundles and a flavor picker list
Product pageCountdown timers@DaveDiederen
A
→
B
Idea, no result yet
Add an almost out of stock message under the variant selector
Product pageLow-stock & scarcity messaging@DaveDiederen
A
→
B
Idea, no result yet
Add three USPs above the variant selector
Product pageUSP bars & benefit icons@DaveDiederen
A
→
B
Idea, no result yet
Add product USP icons under the price or variant picker
Product pageUSP bars & benefit icons@DaveDiederen
A
→
B
Idea, no result yet
'Complete the look' item with its own size picker and Add button inside the buy box
Product pageUpsells & cross-sells@kasper_dolk
A
→
B
Idea, no result yet
Redesign PDP with size tabs, 3/2/1 bundle cards and a subscribe-and-save frequency step
Product pageReviews & star ratings@DaveDiederen
A
→
B
Idea, no result yet
Add a sticky add-to-cart bar that adapts to variants
Product pageSticky add-to-cart bars@DaveDiederen
A
→
B
Idea, no result yet
Build a mix-and-match bundle builder across different products
Product pageBundles & quantity breaks@DaveDiederen
A
→
B
Idea, no result yet
Add model size indicators to the image gallery
Product pageMoney-back guarantee & returns@DaveDiederen
A
→
B
Idea, no result yet
Put shipping, returns, sizing and an FAQ accordion within 100px of the add-to-cart button
Product pageMoney-back guarantee & returns@DaveDiederen
A
→
B
Idea, no result yet
Show a variant name + color code label that updates on switch
Product pageVariant, size & option selectors@kasper_dolk
A
→
B
Idea, no result yet
Show all colorways in one view and add a UK/EU/US size switch
Product pageUGC & product video@kasper_dolk
A
→
B
Idea, no result yet
Add a size chart to clothing product pages
Product pageMoney-back guarantee & returns@DaveDiederen
A
→
B
Idea, no result yet
Subscription selector with pre-selected subscription, dynamic USPs and return/delivery info under the CTA
Product pageMoney-back guarantee & returns@DaveDiederen
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
Show model height/size, per-size measurements and fit preview
Product pageReviews & star ratings@kasper_dolk
A
→
B
Idea, no result yet
Cut fashion returns with size guides, model info, fabric close-ups and fit in reviews
Product pageReviews & star ratings@kasper_dolk
A
→
B
Idea, no result yet
Sticky ATC bar with reviews, price/discount, action CTA, variant image
Product pageReviews & star ratings@kasper_dolk
A
→
B
Idea, no result yet
Buy box variants: multi-pack tiles and subscription with a free-gift timeline
Product pageBundles & quantity breaks@kasper_dolk
A
→
B
Idea, no result yet
Add infographics to product images for size and specs
Product pageProduct images & gallery@DaveDiederen
A
→
B
Idea, no result yet
Show key USPs above the product title and a free-gift highlight in the variant selector
Product pageUSP bars & benefit icons@DaveDiederen
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
Replace variant dropdowns with image swatches
Product pageProduct images & gallery@DaveDiederen
A
→
B
Idea, no result yet
Disable the ATC and mark sold-out variants in the selector
Product pageLow-stock & scarcity messaging@kasper_dolk
A
→
B
Idea, no result yet
'Only X left at this price' under sizes, with materials and size tables inline
Product pageMoney-back guarantee & returns@kasper_dolk
A
→
B
Idea, no result yet
Fixed sizing, shipping and product-info gaps found in a 'what almost stopped you' survey
Product pageShipping & delivery messaging@joshtCRO
A
→
B
Idea, no result yet
Option tiles tagged 'Most popular', a set builder and a chef endorsement in the buy box
Product pageSocial proof, authority & press@kasper_dolk
A
→
B
Idea, no result yet
Six Add to Cart button copy variants mixing offer and guarantee
Product pageMoney-back guarantee & returns@kasper_dolk
A
→
B
Idea, no result yet
PDP top: color swatches, savings as %/amount, cross-sell under ATC
Product pageUpsells & cross-sells@kasper_dolk
A
→
B
Idea, no result yet
Add Fit, Length and Comfort scale indicators above ATC
Product pageVariant, size & option selectors@kasper_dolk
A
→
B
Idea, no result yet
Model switcher in the product hero with 'Most Popular' on the pricier model
Product pageUSP bars & benefit icons@kasper_dolk
A
→
B
Idea, no result yet
Detailed size guide with measurements and fit model height/weight
Product pageVariant, size & option selectors@kasper_dolk
A
→
B
Idea, no result yet
Added detailed sizing charts, rewrote descriptions and made the return policy clear (from survey insights)
Product pageMoney-back guarantee & returns@joshtCRO
A
→
B
Idea, no result yet
Make variant selectors big, spaced image swatches with a clear selected state
Product pageProduct images & gallery@kasper_dolk
A
→
B
Idea, no result yet
Move the size quiz higher on the product page
Product pageVariant, size & option selectors@Rubendgrf
A
→
B
Idea, no result yet
PDP: clearer variant selector, social proof, payment icons that don't look like CTAs
Product pageSocial proof, authority & press@kasper_dolk
A
→
B
Idea, no result yet
PDP header: tighter spacing, stock notice, payment icons, green-check benefits
Product pageUSP bars & benefit icons@kasper_dolk
A
→
B
Idea, no result yet
PDP: benefit subheading, feature icons, 3 benefits, 'Recommended by doctors'
Product pageReviews & star ratings@kasper_dolk
A
→
B
Idea, no result yet
PDP redesign: brand colors, benefit under title, subscription-first selector
Product pageReviews & star ratings@kasper_dolk

Why variant selectors matter on the product page

The variant selector sits at the moment of highest intent: the shopper wants the product and now has to pick a size, color, flavor or pack.

Dave Diederen's argument is that a dropdown hides important information behind an extra tap, right when the path to add-to-cart should be shortest.

Size doubt is the other problem. Several tests here are less about the control itself and more about helping shoppers answer "which one is right for me?"

Measured results

Six measured tests, six reported wins, no reported losses.

Dave Diederen ran five and Oliver Kenyon one.

Selector-only changes

Oliver Kenyon's test is the cleanest in the collection.

Heatmaps showed shoppers clicking their gender first and then looking for a size, so the team added Men's and Women's tabs and showed only the relevant sizes.

Nothing else on the page changed, and the result was +10.4% conversion rate, +12.9% revenue per visitor and +12.8% profit per visitor.

Dave Diederen's dropdown-to-blocks test produced a smaller but clear lift: +3.95% conversion rate, +3.79% revenue per visitor and +3.95% profit per visitor, AOV unchanged.

Dave Diederen also notes that blocks leave room for labels such as Best seller, Sold out or Low stock.

Changes around the selector

Dave Diederen also reports that placing a countdown timer above the variant or bundle selector "won repeatedly", but shared no numbers, so it is not counted here.

Losing or flat tests

No test lost overall, but parts of them did.

In the model swap test the brunette variant fell to 9.01% conversion rate, below the 9.32% control.

The sections-under-the-button test won on conversion rate while AOV dropped 2.52%, and an earlier version of it reported a smaller +3.18% conversion rate and +6.57% revenue per visitor.

A record of only wins is also a sign of what gets shared.

Treat it as a list of things worth testing, not a guarantee.

Untested ideas

Most of the 46 entries are ideas without data:

  • Swatches and blocks. Kasper Dolk suggests big, spaced image swatches with an obvious selected state, and a label with the variant name and color code that updates on switch, after recordings showed confusion over similar colors.
  • Sold-out handling. Kasper Dolk suggests disabling add-to-cart and marking sold-out options inside the selector.
  • Sizing help. Ruben suggests moving the size quiz higher, since 30% of buyers almost didn't buy over size worries but only 20% of visitors scrolled far enough to see the quiz. Kasper Dolk suggests a UK/EU/US size switch and fit scales above add-to-cart.
  • Content next to the selector. Dave Diederen suggests three USPs above the selector, an almost-out-of-stock note below it, and a free-gift highlight inside it.

Josh Thompson describes sizing chart and survey-driven fixes with claimed lifts, but no test data was shown, so treat those as ideas.

Placement and design patterns that won

  • Show options as visible blocks rather than a dropdown when the choice matters.
  • Group sizes the way shoppers already think, such as men's and women's.
  • Give a fit reference, such as the model's height and size.
  • If the product has variants, make the sticky add-to-cart send people back to the selector instead of throwing an error.

To test this yourself, change only the selector, track conversion rate and revenue per visitor, and watch returns for apparel.

A lift near +4% needs a lot of traffic, so check the sample size calculator first.

Related tests elsewhere on the store

See all variant selector tests across the store, including cart tests, plus product page sticky add-to-cart tests, product image tests and bundle tests.

Questions

Are buttons better than dropdowns for product variants?

In the one direct test, yes. Dave Diederen replaced variant dropdowns with visual selector blocks and reported +3.95% conversion rate and +3.79% revenue per visitor, with no change in AOV.

How can a size selector raise conversion rate?

By removing doubt about which size applies. Oliver Kenyon separated men's and women's sizes into tabs and reported +10.4% conversion rate, +12.9% revenue per visitor and about +$38,699/month projected.

Have any variant selector tests lost?

None of the 6 measured product page tests lost overall.

One variant did: in Dave Diederen's model image test the brunette model converted at 9.01% against 9.32% for the control, while the blonde model won at 9.55%.