Quick Insight
A point of interest (POI) is a specific, identifiable location, such as a restaurant, school, or grocery store, that someone might search for, navigate to, or want to analyze. All POIs are places, but not all places are POIs; a private home isn’t one, but a business or public venue usually is.
A POI is a structured record; way more than just coordinates. It can include a name, category, brand, address, hours, and other attributes that turn a location into something you can search, compare, and analyze.
Why POI Data Matters
- Site selection teams use it to model trade areas for better decision-making before signing a lease.
- It’s the backbone of local search and maps, arguably the layer most people never think about until it’s wrong.
- Advertisers and marketers target and measure based on where people actually go, not where they say they go.
- Delivery and logistics platforms use POI geometry, not just an address point, to find the correct building entrance, loading dock, or drive-through lane.
Common Use Cases of POI Data
Site selection: Compare nearby businesses, competitors, amenities, and other location factors when evaluating potential sites.
Local search and maps: Help users discover businesses and places based on name, category, brand, location, and other attributes.
Market analysis: Understand which businesses, services, and amenities are concentrated in a particular area.
Advertising and location marketing: Build audiences and measure campaign activity based on visits to specific places.
Delivery and logistics: Identify the right building, entrance, loading area, or access point for more accurate deliveries.
Real estate analysis: Evaluate nearby businesses, amenities, and points of interest when assessing properties and neighborhoods.
Competitive intelligence: Track competitors, store openings, closures, and changes in the local business landscape.
Want to learn more about how SafeGraph powers POI data?
Read our full guide on the Places data here.
Frequently Asked Questions
1. What's the difference between a POI and an address?
An address identifies a building. A POI is wider in scope; it tells you what’s actually happening inside that building.
2. How often does POI data get updated?
It completely depends on the provider. SafeGraph refreshes its Places monthly; some vendors update quarterly or on request, which matters more than it sounds for anything tracking closures in near real time.
3. Why do POI datasets from different providers disagree with each other?
Different sourcing (web crawls, licensed feeds, human review) and different NAICS mappings. Compare two vendors’ counts of Starbucks locations in Texas and you’ll likely get two different numbers.
4. Can a POI exist without a street address?
Yes. A hiking trailhead, a public park, a food truck’s regular spot, these get identified by coordinates or a polygon instead.
5. Why do two businesses sometimes show up at the same address?
Some businesses don’t have their own storefront. A Starbucks counter inside a target is a good example; it shares Target’s exact address and has no entrance of its own. SafeGraph handles this by giving both their own ID, with the smaller one carrying the bigger one’s ID as its parent, so it reads as a real nesting relationship instead of a daTa error.
