Oct 9, 2025

# Using POI Data for Retail Expansion

Points of Interest data connects market reality to your rollout plan. For F&B brands, POIs reveal complementary adjacencies, daytime demand, and competitive pressure.

## POI is Your Market's Fabric

Points of Interest show what's actually on the ground - coffee shops, gyms, grocers, schools - anchors that create real demand. For F&B, the right adjacencies drive frequency, convenience, and basket size.

## Three POI Signals That Matter

- **Complementary adjacencies:** co-tenants and anchors that match your guest profile.

- **Daytime demand:** offices, campuses, and hospitals that shift the lunch crowd.

- **Competitive pressure:** existing units that affect capture and cannibalization.

## From POI to Rollout Plan

1. Map candidate sites with [POI density and demographics](/content/knowledge-base/refine-territories-income-poi/index.html).

2. Score markets by adjacency fit and competition; stage openings accordingly.

3. [Archive inputs and parameters](/content/knowledge-base/export-your-data/index.html) so decisions are reproducible.

## Where to Go Next

- [Food & Beverage Franchise Mapping hub](/content/solutions/franchise-territory-mapping-for-food-beverage-chains/index.html)

- [Common Mapping Mistakes](/content/blog/common-mistakes-in-franchise-territory-mapping-and-how-to-avoid-them/index.html) - seven pitfalls to avoid

- [Choosing Population Data](/content/blog/census-vs-landscan-vs-worldpop-the-best-demographic-data-for-franchise-maps/index.html) - LandScan vs WorldPop for catchments.

Last updated

Oct 13, 2025