# Cross-category ecommerce benchmark evidence

Captured 2026-09-12. This is an evidence inventory, not a creative ranking. “Vendor-reported” means a Shopify or brand case study; it is not an independently controlled experiment. A migration, checkout, Shop-app, or inventory result must not be read as an isolated PDP-conversion result.

## Research-priority set (eight entries with primary documentation)

|Brand / sector|Flagship official product URL|Primary documented evidence|Scope, time, and limit|Source|
|---|---|---|---|---|
|BODi / wellness|https://www.bodi.com/products|Checkout migration|Vendor-reported: checkout conversion **+10 percentage points at launch**; migration involved 1m payment methods and 800k subscriptions. Checkout/cutover result, not whole PDP.|[Shopify case study](https://www.shopify.com/case-studies/bodi)|
|Murad / beauty|https://www.murad.com/products|Migration result|Vendor-reported: **+56% conversion rate**, **+17% AOV** in the year after migration. Whole-store outcome with multiple UX/stack changes; no experimental control.|[Shopify case study](https://www.shopify.com/de/case-studies/murad)|
|Aje / apparel|https://ajeworld.com.au/collections/new-arrivals|Migration result|Vendor-reported: **+135% conversion rate** “in just a few weeks” after upgrading. Whole-store replatform/mobile optimisation; exact baseline and traffic mix unstated.|[Shopify case study](https://www.shopify.com/case-studies/aje)|
|Caraway / home|https://www.carawayhome.com/products/cookware-set|Acquisition outcome|Vendor-reported: Shop Campaign generated **>$1m revenue** and **16x Shop-app orders in 2023** at CPA comparable to its other channels. Shop-app campaign, not PDP CVR.|[Shopify case study](https://www.shopify.com/uk/case-studies/caraway)|
|Anker / consumer tech|https://www.anker.com/products|DTC commerce outcome|Vendor-reported: **112% YoY website revenue growth** Jan–Jun 2023, **90% payment success** and 70% YoY website-revenue growth over three consecutive years. Multi-site replatform/checkout context, not PDP CVR.|[Shopify case study](https://www.shopify.com/case-studies/anker)|
|Huel / food-wellness|https://huel.com/products/huel-black-edition|Business scale|Brand-published FY24: **£214m revenue**, nine years continuous growth, retail in **25,000+ stores**; financial scale, not ecommerce conversion.|[Huel FY24 report post](https://discuss.huel.com/t/the-fy24-huel-annual-report/26321)|
|Oura / consumer tech-wellness|https://ouraring.com/product/oura-ring-4|Reported commercial scale|SEC filing: FY2025 **$908m revenue**, **4.6m paid members** (Q2 FY26), **80% 12-month retention**. Company filing; retention/revenue, not purchase conversion.|[Oura S-1](https://www.sec.gov/Archives/edgar/data/2133022/000119312526381855/d119865ds1.htm)|
|Allbirds / apparel|https://www.allbirds.com/products/mens-tree-runners|Inventory availability outcome|Vendor-reported: website conversion rose after ship-from-store made retail inventory available; 31-store network. Directional only—no percentage and not a PDP test.|[Shopify case study](https://www.shopify.com/uk/case-studies/allbirds)|

## Broader candidate pool (recognition or non-conversion evidence)

|Brand / sector|Flagship official product URL|Documented signal and source|Measurement limit|
|---|---|---|---|
|AG1 / supplements|https://drinkag1.com/products/ag1|Established single-product DTC supplement candidate; no primary conversion metric located in this sweep.|Recognition only; validate current product and commercial claims separately.|
|Ritual / supplements|https://ritual.com/products/essential-for-women-multivitamin|Published 2024 impact report and traceability program.|No conversion evidence captured.|
|Jones Road / beauty|https://jonesroadbeauty.com/products/what-the-foundation|Flagship complexion-product candidate.|No primary metric captured.|
|Glossier / beauty|https://www.glossier.com/products/boy-brow|Flagship color-product candidate.|No primary metric captured.|
|Dr. Squatch / beauty|https://www.drsquatch.com/products/fresh-falls|Shopify reports mobile conversion and AOV increases with Shop Pay/Installments, but displayed search result omitted percentages.|Checkout/payment intervention; not whole PDP. [Case study](https://www.shopify.com/nz/case-studies/dr-squatch)|
|Liquid Death / food|https://liquiddeath.com/|Shopify editorial reports a billion-dollar valuation and interviews its VP Creative.|Recognition/business narrative, not conversion evidence. [Shopify article](https://www.shopify.com/blog/liquid-death-comedy-marketing-billion-dollar-brand)|
|Graza / food|https://www.graza.co/products/drizzle|Flagship olive-oil product candidate.|No primary metric captured.|
|Gymshark / apparel|https://www.gymshark.com/products/gymshark-vital-seamless-2-0-leggings-black-marl|Shopify reports **£41m 2017 sales** after replatforming and 5.1m social followers in 131 countries.|Business scale, not conversion. [Case study](https://www.shopify.com/sg/case-studies/gymshark)|
|SKIMS / apparel|https://skims.com/products/fits-everybody-t-shirt-bra-onyx|Flagship apparel candidate.|No primary metric captured.|
|The Ridge / accessories|https://ridge.com/products/aluminum|Flagship wallet candidate.|No primary metric captured.|
|HexClad / home|https://hexclad.com/products/6-piece-hybrid-cookware-set|Flagship cookware-set candidate.|No primary metric captured.|
|Eight Sleep / consumer tech|https://www.eightsleep.com/product/pod-5-ultra|Flagship sleep-system candidate.|No primary metric captured.|

## Requested capture targets: evidence-selection rationale

|Target|Why it is in the capture set|Evidence strength and scope|
|---|---|---|
|Jones Road Miracle Balm|Beauty candidate with a documented educational advertorial → shade-quiz funnel.|Octane AI (vendor) reports, Dec 2021–Feb 2022, 82% quiz completion; 15% of quiz takers purchased; AOV $60→$90. It also describes 16% quiz conversion. These are quiz/funnel figures, **not overall PDP conversion**. [Source](https://www.octaneai.com/case-studies/jones-road-beauty)|
|Dr. Squatch Pine Tar|Beauty/grooming candidate with a named Shopify checkout case study.|Shopify reports mobile conversion and Shop Pay Installments AOV increases, but no percentage was available in the result capture. **Weak for quantified comparison; checkout-only context.** [Source](https://www.shopify.com/nz/case-studies/dr-squatch)|
|Graza starter|Food candidate with a current flagship product path.|**Selection-only:** no primary conversion/business metric captured in this sweep.|
|Huel Black Edition|Food/wellness candidate with brand-published FY24 commercial reporting.|£214m FY24 revenue and 25,000+ retail stores. Strong business-scale documentation; **not ecommerce/PDP conversion.** [Source](https://discuss.huel.com/t/the-fy24-huel-annual-report/26321)|
|Ridge Wallet|Accessories candidate; product collection currently calls aluminum its flagship material and shows a high visible review count.|**Selection-only:** product-page social-proof display is not independently verified conversion evidence; no primary performance metric captured. [Source](https://ridge.com/collections/aluminum)|
|HexClad set|Home candidate with distinct post-purchase and lifecycle cases.|Aftersell (vendor) reports $2.4m incremental **post-purchase** revenue over 365 days, $4.91 added revenue/transaction, and says PDP/cart/checkout were untouched. Alia (vendor) reports 14-day post-signup conversion 7%→12%; its scope is opt-in/lifecycle. **Neither is overall/PDP conversion.** [Aftersell](https://www.aftersell.com/case-study/hexclad), [Alia](https://www.aliapopups.com/success-stories/hexclad)|
|Gymshark leggings|Apparel candidate with Shopify-documented scale and platform context.|£41m 2017 sales and 5.1m social followers after replatforming. **Business scale, not conversion evidence.** [Source](https://www.shopify.com/sg/case-studies/gymshark)|
|Oura Ring 4|Consumer-tech/wellness candidate with a company SEC filing.|FY2025 $908m revenue; 4.6m paid members (Q2 FY26); 80% 12-month retention. Strong reporting source; **retention/revenue, not purchase conversion.** [Source](https://www.sec.gov/Archives/edgar/data/2133022/000119312526381855/d119865ds1.htm)|

## Citation and interpretation notes

1. Shopify case studies are vendor-published and frequently combine platform, checkout, merchandising, marketing, and operations changes. Use their figures as reported outcomes, not causal PDP design proof.
2. Huel’s FY24 post is brand-published; Oura’s filing is a company SEC disclosure. Both establish commercial scale rather than page-level performance.
3. Recognition-only entries remain useful for current-site capture and interface study, but this document makes no claim that their pages are “highest converting.”