Locations (all markets)
2,251
Stores (bakery-cafes in 48 states, Washington D.C. and Ontario, Canada), per Panera Bread August 19, 2026 press release, as of July 28, 2026
Panel refresh
Daily
Signal type
Dwell-confirmed visits
How GSDSI covers Panera Bread
Panera Bread operates a predominantly franchised fast-casual footprint with heavy lunch-daypart concentration and a large loyalty-program tail. GSDSI's privacy-safe POI catalog resolves cafés and the mobility panel captures dwell-confirmed visitation with daily refresh: the signal private-equity owners and QSR competitors both track.
Typical use cases
- Competitive visitation benchmarking vs. Chipotle, Sweetgreen, Panda Express
- Daypart mix analysis: lunch / dinner / weekend brunch visitation shape
- CRE trade-area evaluation for fast-casual unit-growth modeling
- Loyalty-program incrementality via visit-frequency cohort analysis
Underlying GSDSI products and research
Location & Mobility Data Feed: Foot Traffic, O-D
Daily location and mobility data with a US and Canada feed and country-specific coverage. Origin-destination flows, dwell and visit attribution, consent-based.
Enterprise POI Polygons & Geofencing Data Feed
Global POI inventory and geofence-ready polygons for foot-traffic and site selection. Deduped, polygon-quality validated, refreshed on a per-dataset schedule.
Competitive Benchmarking Data (Foot Traffic)
Foot traffic, market share, and transaction trends across retail, CPG, and restaurant categories. Track share-of-visit vs. competitors with daily-fresh data.
How CRE Investors Use Origin-Destination Data
Worked examples of how origin-destination mobility data sharpens site-selection underwriting, tenant-mix planning, and lease-negotiation decisions in CRE.
Alternative Data in Equity Research: Buyer Guide
A grounded look at where alternative data adds alpha and where it doesn’t, plus a buyer’s checklist for evaluating tickerized signal vendors before signing.