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InStore Group — Location-level retail shelf execution archive: paired before-and-after shelf photographs captured at store level against a specific planogram, each tied to a compliance verification verdict from an in-house auditor, plus reset timing, category, fixture and inventory-audit records from grocery and mass-channel resets executed nationwide. Large field-operations footprint generating an outsized image asset: roughly 1,400 people based in Charlotte, North Carolina in the retail services sector, executing programs across up to 129 to 159 stores at a time with a stated 99.7 percent o…
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Location-level retail shelf execution archive: paired before-and-after shelf photographs captured at store level against a specific planogram, each tied to a compliance verification verdict from an in-house auditor, plus reset timing, category, fixture and inventory-audit records from grocery and mass-channel resets executed nationwide
From 12 yearsCoverage IndustrialsAsset class Equities
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InStore Group — Location-level retail shelf execution archive: paired before-and-after shelf photographs captured at store level against a specific planogram, each tied to a compliance verification verdict from an in-house auditor, plus reset timing, category, fixture and inventory-audit records from grocery and mass-channel resets executed nationwide. Large field-operations footprint generating an outsized image asset: roughly 1,400 people based in Charlotte, North Carolina in the retail services sector, executing programs across up to 129 to 159 stores at a time with a stated 99.7 percent o…
InStore Group offers (Alternative, Supply Chain, Reference) — Very large image archive implied by the mechanic: paired before-and-after captures for every planogram in every store on every program — at 2 to 4 photographs per planogram across programs spanning over a hundred stores each and 1,400 field staff, a cumulative shelf-image corpus in the millions of images, each with an attached compliance verdict.
Training and evaluating shelf-image recognition and planogram-compliance computer-vision models at scale; retail execution and perfect-store benchmarking; out-of-stock and shelf-void detection; merchandising-effectiveness and category-management research; store-level merchandising compliance scoring for CPG manufacturer scorecards; and causal merchandising-lift modelling, since reset programs are paired against measured sales outcomes
The data is with 12 years of history.
Coverage spans US; Marketing Services, Data Processing & Outsourced Services; alternative, supply_chain, reference; equities.
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