Retail & Shopping

App evidence for Build Your Own

Evidence gap

No direct quantitative app outcome verified in this research pack.

Integration or build starting point, not an industry. Do not claim these studies validate integration availability or AppBuild feature parity.

Related evidence to explore

These examples come from other sectors. Each figure keeps its original industry label and is not a build your own result.

RetailProvider-reported case

Refill Therapy

2,300+ active members

Three London refill shops used a shared digital loyalty programme.

Context: Programme totals do not measure incremental revenue or additional visits.

Retail & ShopifyProvider-reported case

ZOX

40% repeat customer rate through app

ZOX recorded repeat purchasing through its mobile commerce app.

Context: A 40% repeat rate is not a 40% increase. The repeat-rate cohort definition is not fully disclosed.

Retail & ShopifyProvider-reported case

The Oodie

+37% app average order value vs web

The Oodieโ€™s app channel showed higher order value and merchandise value per session than web.

Context: Channel comparison; loyal shoppers self-select into apps. Source conflicts on conversion rate (134%/135%); that metric is excluded.

Mechanisms worth discussing

Editorial suggestions drawn from the examples above. They are not measured results for build your own.

  • Loyalty
  • Rewards
  • Shopify
  • Push
  • Online shop

All industries ยท How to read this evidence