Measured, not estimated
Data reports
Every number here comes from a file we built, on a date we name, with the method written down. Where our count disagrees with a published figure, we say so and show why.
Measured 2026-07-27
Where Gulf Shopify stores actually are
Which Gulf country has the most Shopify stores?
Measured 2026-07-27Most Saudi Salla storefronts are mobile-only
Do Saudi online shoppers use mobile or desktop?
Measured 2026-07-24Why Google ratings can't tell you which contractor to hire
What is the average Google rating for plumbers, roofers and HVAC contractors?
Measured 2026-07-24US Local Business Census 2026: 2.29 million businesses across 27 trades
How many plumbers, HVAC contractors, restaurants and other local businesses are there in the US?
Measured 2026-07-24How complete is local business data, really
How complete is purchased local business data, and what share of records actually have a phone, website and address?
Measured 2026-07-24One in three US local businesses has no real web presence
What share of US local businesses still have no website in 2026?