Research built
on real web data.

Every report is built from live web data we collect first-hand — pricing, availability, assortment and catalog fields captured across the relevant platforms. We state the data sources, sample size and collection window in each report, so the methodology is transparent.

Flagship reports like the Quick Commerce Price Index are published openly. Deeper category and custom studies are available on request — tell us your use case and we'll share access or scope a bespoke report.

Yes. If you need a study on a specific category, region or question, we scope and run it from live data. This is one of the most common ways clients use our collection capability beyond raw feeds.

The data is collected under ISO 9001 and ISO 27001 certified processes with 99%+ field accuracy and QA verification, from publicly available sources. Reports reflect what was actually live on the platforms during the collection period.