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+10% Revenue Per Visitor in 90 days. Or we refund the engagement. 60+ winning A/B tests from real $10M-$300M DTC Shopify brands, every dollar figure attached.

Book a teardown

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Every row here is a shipped A/B test on a real $10M-$300M DTC Shopify brand. The brand, the page, the change, the lift, the monthly revenue it moved, and what you do with it. Wins and losers both. Read it like a swipe file and steal the moves that map to your store.

The difference between a CRO program that compounds and one that spins is a test log you actually read. Sort it by dollars, top to bottom, and the same handful of moves keep printing money on completely different stores. Almost none of them are redesigns. A default flipped. A message moved. A section auto-opened. Below are the biggest, with before and after, then the full bank grouped by the kind of change so you can lift the one that fits your funnel.


The 25 biggest wins

These carry an outsized share of the whole bank. If you read nothing else, read these and notice how cheap most of them are to build.

Brand Page What changed Lift Monthly lift
Goose Creek Candles PDP Auto-expand the "This Fragrance" accordion so scent shows without a tap +8.44% CVR, 99% $396,865
Goose Creek Candles Cart Move the free-shipping threshold bar from the announcement bar into the cart +2.61% CVR (mobile) $376,327
Primal Queen LP Add a bulk subscription order form (Buy 2 Get 1) beside the standard one +60.6% AOV metric $375,011
Goose Creek Candles Cart Swap the cart upsell from Foaming Soaps to Wax Melts +7.63% CVR, 98% $247,997
Perfect White Tee Collection More carousel images per product tile +7.10% CVR, 94%+ $167,983
Goose Creek Candles PDP ATC redesign: clearer shipment messaging plus urgency cue +6.01% CVR, 98% $154,641
Primal Queen LP Price test subscription plus one-time ($49 to $44 to $39) +54.1% CVR $149,967
Goose Creek Candles PDP Reintroduce an urgent warehouse delivery message (mobile) +10.04% CVR, 99% $145,764
Infinite Age Bundles Move the "Most Popular" badge to the middle, higher-priced bundle +2.38% AOV, 100% $145,158
Goose Creek Candles Homepage Surface collections Amazon-style on the homepage +CVR / +RPV $144,443
Purusha People PDP "Free 45 Day Returns" beat 60-day messaging 99% on CVR and RPV $132,517
Primal Queen LP Let people buy more than one, sub and one-time +12.67% CVR $111,919
Dr Woof Apparel PDP Localized shipping experience for international visitors +13.23% CVR (mobile) $102,988
Goose Creek Candles Collection Trustpilot reviews on the collection page +3.24% CVR / +5.93% RPV $94,477
Goose Creek Candles PDP "Sale" tag on discounted products +8.53% CVR, 99.57% $93,685
Primal Queen LP Tie the discount to a stated reason in the footer and order form +4.24% CVR / +4.78% RPV $93,577
Goose Creek Candles PDP Trustpilot reviews block on the PDP +8.44% CVR, 99% $87,377
Blox Boom Collection "Sale" plus "Popular" tags on discounted items +13.29% CVR $87,099
Dr Woof Apparel Cart Cart rehaul with clearer hierarchy plus smart contextual upsells +3.35% APPV / +2.77% RPV $85,725
Goose Creek Candles PDP Recently viewed products on the PDP +8.44% CVR, 99% $85,607
Primal Queen LP Sticky CTA copy: "Every doctor dismissed me as just stress..." +10.19% CVR, 98% $77,148
Perfect White Tee PDP Recently viewed within PDPs +3.82% CVR / +8.2% RPV $76,035
Primal Queen LP Subscription-only buy box Win across segments $73,790
Primal Queen LP CTA copy rewrite, 7 variants ("Unlock Your True Power" won) +10.55% CVR, 95% $72,290
Primal Queen LP Hero social proof as a USP carousel of reviews +21.98% CVR, 98% $71,025

The single biggest line is $396,865 a month, and the mechanism is almost boring. The scent details on a candle PDP were collapsed by default, so most people added to cart without reading the one thing that sells a candle. Set the section open. Conversion moved 8.44% at 99%. No design, no new copy, just a default.

Goose Creek: auto-expand the accordion

Goose Creek auto-expand accordion before/after

Goose Creek auto-expand accordion before/after

Goose Creek: shipping bar into the cart

Goose Creek shipping threshold in cart before/after

Goose Creek shipping threshold in cart before/after

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Steal this: open every collapsed section on your PDP that describes the actual product experience. Scent, fit, ingredients, how it feels. If a buyer has to tap to learn the thing they came to learn, you are taxing the sale. Default it open and test it this week.

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Pricing, offers, and bundles

This category moved the most money in the whole log. Price is a creative variable you can test. Most brands treat it as fixed and never touch it.

Brand Page What changed Lift Monthly lift
Primal Queen LP Bulk subscription order form (Buy 2 Get 1) +60.6% AOV metric $375,011
Primal Queen LP Price test sub plus one-time ($49 to $44 to $39) +54.1% CVR / +25.26% RPV $149,967
Infinite Age Bundles "Most Popular" badge moved to the middle, higher bundle +2.38% AOV, 100% $145,158
Primal Queen LP Option to buy more than one, sub plus one-time +12.67% CVR / +14.4% RPV $111,919
Kitty Spout Checkout Raise shipping by $1 across all three variants +CVR / +RPV, 82% $54,251
Baked Bags PDP Default to the higher-priced D9 variant instead of D8 +CVR / +RPV, 98% $46,140
Cosara LP Hygiene and battery section to handle the replacement objection +7.06% CVR / +8.05% RPV $30,400
Moon Nude Buy box "Buy 2, Get 1 Free" +18.46% CVR $27,379
Hashstash PDP "Buy 2 get 20% off" quantity break under the ATC +29.86% CVR, 96% $19,740
Social Culture Art Checkout $14.95 shipping test Win $12,064
TryAyuri Cart Raise the free-shipping threshold from $50 to $75 and $100 Win $9,457
Kitty Spout PDP $5 price decrease Win $5,004
Club Early Bird LP Value framing and anchoring Win $3,844
Hashstash Offer Optimize a 10% discount promotion Win $3,727

When you give people a reason and a frame, they trade up. The Kitty Spout result is the one most operators won't believe: raise the shipping charge by a dollar and conversion goes up. Sometimes a number going up reads as "this is real" instead of "this is expensive." You do not know your price curve until you run it.

Primal Queen: Buy 2 Get 1 bulk

Primal Queen Buy 2 Get 1 bulk before/after

Primal Queen Buy 2 Get 1 bulk before/after

Primal Queen: $49 to $39 price test

Primal Queen subscription vs one-time pricing before/after

Primal Queen subscription vs one-time pricing before/after

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Steal this: run one real price test this quarter and one offer-frame test. Test three price points on your hero SKU, and test a "Buy 2 Get 1" against your single-unit default. Both moved six figures here, and the winning price was never the lowest one.

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