Reporting & research on Shopify and ecommerce
Sourcing, testing, corrections and disclosure.
Facts are attributed to named, linked sources. We do not cite research we have not read, and we link primary sources over secondary coverage wherever possible.
Performance data we publish is generated by our own tests unless stated otherwise. Each report describes its methodology: what was measured, on what hardware or network profile, and how many runs were averaged. Raw result tables are included in the article.
Products are compared on measured criteria. Rankings follow the data, and the data is printed with the ranking.
When we get something wrong we correct the article and note the change with a date. Corrections can be requested at desk@storefrontdaily.com.
Articles on this site are drafted with AI language models, working only from the sources, tests and data described above. Every article carries a short "AI-drafted from sourced data" note next to its byline for exactly this reason.
Some of our coverage links to UTD's own Shopify themes, alongside independent products and services we cover the same way. Some links to products may earn the publication a commission. Neither UTD's ownership of this site nor any commission ever decides coverage, rankings or scores, which follow the published data.