Convenience-retail transaction panel

Name: Convenience-retail transaction panel: four years of point-of-sale transaction data across 1,700+ US c-stores — daily in-store revenue per store, transactions per day, items per transaction, basket value, and fuel-versus-in-store behaviour with cross-sell attribution — plus inflation-adjusted restatements of the same series, consumer-survey responses on offer influence, and the platform's own offer targeting/redemption and attribution outcomes linking fuel customers to in-store purchases
Creator: Upside

UPSIDEManage supplier listing

Convenience-retail transaction panel: four years of point-of-sale transaction data across 1,700+ US c-stores — daily in-store revenue per store, transactions per day, items per transaction, basket value, and fuel-versus-in-store behaviour with cross-sell attribution — plus inflation-adjusted restatements of the same series, consumer-survey responses on offer influence, and the platform's own offer targeting/redemption and attribution outcomes linking fuel customers to in-store purchases

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Coverage

Universe, instruments and categories.

Industry: Drug RetailInternet Services & Infrastructure
Instruments: equities
Categories

Dataset card

Type: not stated
Format: Tabular transaction and offer-response records underlying published reports and dashboards; the deliverable seen here is a PDF analysis of the panel, so a raw licence would require requesting the underlying structured series
Volume: Order 10^8-10^9 transactions over the panel window (est. from stated coverage: 1,700 stores × 4 years × typical 500-1,500 transactions per store per day), each carrying basket composition and, for offer-touched visits, exposure and redemption attribution
Users: Stated: transaction coverage of 1,700+ c-store locations on the fuel/c-store panel. Consumer side: order 5-20M app users (inferred from 400 employees, $100M raised to Series D and a ~$44M revenue band) — the report does not publish a consumer user count
History: 4 years
Update frequency: not stated
Growth: Active (funded to Series D with $100M raised, 400 employees, and an ongoing published-research programme in the fuel/c-store vertical using its own transaction panel — an actively invested data asset rather than a legacy product)
Launched: ~2012-2014 (est. — corporate record shows $100M raised through Series D by a 400-employee company, implying early-2010s founding; the panel window analysed in the report extends back to 2019-2020 at minimum)
Delivery: not stated
Entity mapping: not stated
Sample: not stated
Point-in-time: not stated
Licence: not stated

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