About the data

Where every number on Bratrax Stores comes from, and how much to trust it.

Which stores are listed

We start from the public Chrome UX Report (CrUX) top-sites lists, which group popular websites into rank buckets (top 1k, 5k, 10k, 50k, 100k, 500k, 1M) globally and per country. We check which of those sites run on Shopify using DNS records and public storefront endpoints. 30,763 stores are listed right now. Latest CrUX month loaded: September 2026.

Traffic tier

"Top 500k sites in the UK" means the site falls in that CrUX bucket for that country's list. CrUX ranks by Chrome page loads and only publishes buckets, so we never show an exact rank or a visit count as fact.

Store facts

Name, description, country, currency, theme, product count, prices and products added recently come from the store's public storefront pages and public product listings. Apps are detected from scripts, pixels and app blocks in the public homepage HTML. Apps that run only in the admin or at checkout are invisible to us. "Likely Shopify Plus" is inferred from storefront signals and can be wrong. "D2C" means most products carry the store's own brand.

Reviews

Review totals and recent review counts come from the public review widgets stores show to shoppers (Judge.me, Loox, Okendo, Yotpo, Stamped, REVIEWS.io, Junip, Trustpilot and others).

Revenue estimates

Revenue figures are modeled estimates, not reported numbers. We combine up to three methods: traffic (CrUX bucket to a visit range, times an assumed conversion rate and the store's estimated order value), review velocity (new reviews per month divided by a typical review rate), and, where stock levels are public, inventory changes. Each method gives a range; we combine them and report a range with a confidence label. Wide ranges and "low" confidence are common, and the true figure can sit outside the range. Where we have known revenue for a few stores we use it to calibrate the model.

What we never publish

We don't publish email addresses or personal data, even when a storefront shows them. We don't publish exact traffic numbers.

Corrections and removal

If you own or represent a store and something is wrong, or you want the page removed, use the correction and removal form. We review every request by hand.

Indexing

Store pages with too little data, and list pages with fewer than 5 stores (10 for niche and country pages), are kept out of search engines until we have more data.