Cobroker (cobroker.ai)

Cobroker (cobroker.ai) — Longitudinal US retail location index: per-brand, per-quarter observed store counts with ISO vintage dates, individually verified store openings and closures (as distinct from raw record-count deltas), indexed-to-100 growth series, chain-level acceleration ranks (e.g. ranked #24 of 79 fastest-growing grocery/convenience chains), plus a four-level retail category taxonomy (Retail > Food and Beverage Retail > Farmers Market) and a forward site-selection layer ('See where [chain] opens next'). The licensable core is the verified opening/closing ground truth with vintage …

Cobroker (cobroker.ai) offers (Alternative, Reference, Geospatial) — Stated directly for the sampled brand: 554 US locations for one chain, with 55 individually verified openings over 8 quarterly observations. Extrapolating across the taxonomy (the grocery/convenience list alone ranks 79 chains, and the index spans multiple retail categories), the estate plausibly covers tens of thousands of store records held as quarterly vintages — on the order of 10^5 to 10^6 store-quarter rows.

Retail chain expansion-velocity alt-signal on listed operators ahead of reported new-store guidance; site-selection and trade-area cannibalisation modelling; competitive density and share-of-shelf mapping by category and geography; private-equity and REIT portfolio monitoring of retail holdings; roll-up and M&A target sourcing via the forward 'opens next' layer; backtesting of foot-traffic and geospatial datasets against verified ground truth; point-in-time train/test splits for retail models using the vintage-stamped history

The data is with 2 years of history.

Coverage spans US; Food Distributors, Home Improvement Retail; alternative, reference, geospatial; equities.