insanedevhq/shopify-ecosystem-stats

Shopify ecosystem stats

I build the datasets nobody sells. Free Shopify ecosystem stats with charts: insanedev.dev/shopify/stats.

Counts of live Shopify stores by app, theme, niche and country, from the index behind insanedev.dev. The index was rebuilt on 29 October 2026 and holds about 950K stores. Apps and themes come from about 766K storefront reads.

The files hold counts only. There are no store domains, names or contacts in them.

Files

File	What it counts	Rows
data/shopify-apps.csv	Stores per app (our fingerprint list), share of read stores, top 3 countries	83
data/shopify-apps.json	The same, as JSON	83
data/shopify-themes.csv	Stores per theme, themes with 50+ stores	483
data/shopify-niches.csv	Stores per niche keyword	88
data/shopify-countries.csv	Stores per country of the store's address	214
data/shopify-app-country.csv	Stores per app and country, rows with 100+ stores	1,008

How the numbers are made

• Stores come from public lists of websites (Chrome UX Report, Tranco and Common Crawl). Each domain is checked by DNS for Shopify, then by the store's own public store data. Closed and password-protected stores are left out, and stores behind custom (headless) storefronts aren't counted.
• Apps are detected from a fixed list of fingerprints on the storefront. "Uses Klaviyo" means Klaviyo's code was on the storefront when we read it.
• Themes are the theme name each storefront reports, so custom and renamed themes show up under their own names.
• A store is in a niche when a word in its name, description or domain starts with the niche keyword.
• Country is the country of the store's own address.

The full method is at insanedev.dev/methodology.

Updates

The files are regenerated when the index is rebuilt. Each release notes the index build date.

License

The counts are free to use under CC BY 4.0. Please credit "insanedev.dev" and link to https://insanedev.dev/shopify/stats/.

Need store-level lists?

The stores behind these counts, with the e-mails and phones each store publishes, come from Shopify Store Leads on Apify. It costs $5.50 per 1,000 leads, and the first 25 are free.