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GPO Plus, Inc. (GPOX) — Weekly store-level shelf-execution and DSD replenishment records for convenience-store chains. Category managers at corporate set store-specific planograms; GPOX field drivers then replenish and stock to that approved layout every week in each store. That weekly cycle generates a repeated, store-by-store observation of actual shelf state against the intended layout: facings present per SKU per store, position drift and drift corrections, unauthorised local adjustments and new items forced into open space, assortment deviations from the chain-wide set, weekly order and …
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Weekly store-level shelf-execution and DSD replenishment records for convenience-store chains. Category managers at corporate set store-specific planograms; GPOX field drivers then replenish and stock to that approved layout every week in each store. That weekly cycle generates a repeated, store-by-store observation of actual shelf state against the intended layout: facings present per SKU per store, position drift and drift corrections, unauthorised local adjustments and new items forced into open space, assortment deviations from the chain-wide set, weekly order and delivery quantities per SKU per store, and price/signage state. Because the same driver visits the same store weekly, the series is unusually consistent — the company's own pitch is that service-based execution yields 'cleaner data, more reliable reporting and better forecasting'
From 5 yearsCoverage Consumer StaplesAsset class Equities
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GPO Plus, Inc. (GPOX) — Weekly store-level shelf-execution and DSD replenishment records for convenience-store chains. Category managers at corporate set store-specific planograms; GPOX field drivers then replenish and stock to that approved layout every week in each store. That weekly cycle generates a repeated, store-by-store observation of actual shelf state against the intended layout: facings present per SKU per store, position drift and drift corrections, unauthorised local adjustments and new items forced into open space, assortment deviations from the chain-wide set, weekly order and …
GPO Plus, Inc. (GPOX) offers (Alternative, Supply Chain, Price) — Not published. Bounded from the operating model: a weekly cadence means 52 observations per store per year, so a route network of even a few hundred stores across a handful of categories already yields hundreds of thousands of store-SKU-week rows annually, alongside weekly order and delivery quantities for each.
Planogram-compliance model training and validation using intended-versus-realised layout pairs observed weekly on the same shelves (a clean supervision signal that image-audit vendors cannot self-supply); shelf drift detection and time-series change-point models; c-store demand forecasting at store-SKU level from weekly replenishment quantities; assortment-deviation and local-adaptation analysis across store formats and climates; category performance attribution that controls for execution quality (separating 'the product underperformed' from 'the shelf was not set correctly'); and ground-truth reference sets for evaluating automated shelf-vision systems
The data is with 5 years of history.
Coverage spans US, Other, Japan; Gas Stations, Food Distributors; alternative, supply_chain, price; equities.
GPO Plus, Inc. (GPOX) has not added their own details yet. Not yet on file: