Why does a store's revenue estimate look wrong in StoreCensus?

The StoreCensus help pages give 3 common reasons. The first to rule out: Revenue estimates are built from traffic data, product pricing, app usage patterns and industry benchmarks, so a change in any of them can move the estimate.

What causes it?

  1. Revenue estimates are built from traffic data, product pricing, app usage patterns and industry benchmarks, so a change in any of them can move the estimate.

    In the StoreCensus help: We use traffic data, product pricing, app usage patterns, and industry benchmarks to create these estimates. Shopify Store Revenue Checker, read 2026-11-12.

  2. The apps a store uses feed the estimate, with enterprise apps pointing to higher revenue and basic apps to smaller operations.

    In the StoreCensus help: Enterprise apps suggest higher revenue, while basic apps indicate smaller operations. Shopify Store Revenue Checker, read 2026-11-12.

  3. Private or password-protected stores cannot be analyzed.

    In the StoreCensus help: Private or password-protected stores cannot be analyzed. Shopify Store Revenue Checker, read 2026-11-12.

How do I check it myself?

  1. Read revenue estimates as a direction rather than an exact figure.

    In the StoreCensus help: Revenue estimates should be considered directional estimates only. Data Methodology, read 2026-11-12.

  2. Where a company publishes its own results, use those for exact figures, since the estimates are not audited results or official disclosures.

    In the StoreCensus help: They should not be interpreted as audited financial results, official company disclosures, or precise revenue figures. Data Methodology, read 2026-11-12.

How does StoreCensus work with Feder?

  • Connect StoreCensus to Feder and it joins your Interest apps.
  • When you connect StoreCensus, Feder checks the connection straight away and shows Connected only when that check passes. If a reading cannot be taken later, Feder shows it as not read, never as zero.

Some numbers are too quiet to judge daily, such as a form filled in a few times a week. Until there is enough of your own history to judge a change, Feder says it is still learning and scores nothing, rather than guessing.

See whether you can trust the numbers in StoreCensus, one of your Interest apps. Feder only reads. It never changes anything in StoreCensus.

Where do these answers come from?

Every cause and check on this page comes from the StoreCensus help pages, quoted above with the date we read them. Last reviewed 2026-11-12. We read them again by 2027-11-12. If one changes, this page changes or comes down.

Know the day a number breaks, not the month after.