Data Methodology

Three datasets, aggregated on the same hexagonal (H3) grid across the United States:

DatasetTells youUsed by
Observed visits (Factori mobility data)How many people come, when and where fromVisit trends, day-part, true trade area, Compare, Cannibalization
Resident demographicsAge, income, net worth, credit, education, tenure, household sizeDemographics, Trade area, Audience fit
Points of interestCategory, brand, rating, reviews, price tier, hours, attributesArea snapshot
  • A catchment selects hexagon cells, and every number is a total or share over them. Reports use aggregated data, so no individual is identifiable.
  • Total visits counts every visit including repeats. Unique visitors counts each person once in the time range.
  • True trade area: visitors' home neighbourhoods are ranked by contribution and added from the top until the coverage target is met, then merged into a smoothed outline.
  • Ratings reflect public reviews; attributes are recorded where businesses declared them, so a low share can mean "not declared".
  • Freshness: reports show "Data as of". When newer data is loaded, comparisons and assessments built on a preset window offer Refresh, which keeps the previous version. Custom date ranges are fixed.

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