# SafeGraph

> SafeGraph provides a geospatial data platform with global POI data, \& geometry datasets for mapping, analytics, \& location intelligence

Generated by Yoast SEO v27.0, this is an llms.txt file, meant for consumption by LLMs.

## Pages
- [Learn More]()
- [Careers]()
- [Address]()
- [Geometry]()
- [Places]()

## Posts
- [ICSC 2025 Recap: The Data Arms Race Is On](): The most recent ICSC conference in Las Vegas brought together thousands of leaders across retail, commercial real estate, and technology\.
- [Product Spotlight: Enriching Transaction Data with SafeGraph Places](): Enrich transaction data with SafeGraph Places to improve analytics, reduce fraud, and power cleaner, smarter AI and fintech workflows\.
- [Product Spotlight: Enhanced Filtering with SafeGraph’s Category Tags \& Amenity Data](): Filter locations with precision using SafeGraph’s Category Tags \& Amenity Columns\. Perfect for site selection, targeting, and location\-based search\.
- [Esri User Conference 2025 Recap](): Highlights from Esri UC 2025: POI as infrastructure, data conflation, government\-commercial collaboration, enterprise GIS, and AI \+ spatial convergence\.
- [Product Spotlight: How Geocoded Address Data Powers Global Location Intelligence](): Standardized, geocoded address data in hard\-to\-source countries to power global mapping, delivery, verification, and fraud prevention\.

## Partners
- [Snowflake]()
- [AWS]()
- [ArcGIS]()
- [Databricks]()
- [CARTO]()

## Case Studies
- [Adomni Uses SafeGraph Data to Empower Brands to Plan Highly\-Targeted DOOH Campaigns](): Adomni uses SafeGraph data to fuel its programmatic DOOH advertising platform to help brands and advertisers build effective, highly\-targeted campaigns\. Here's how\.
- [Avison Young Uses SafeGraph Data to Offer Ground\-Level Insights for Commercial Real Estate Site Selection](): Learn how Avison Young uses SafeGraph data to provide commercial real estate clients with deep local market insights that fuel better site selection decisions\.
- [Billups OOH Ad Attribution Solution Powered By SafeGraph POI Data](): Learn how Billups, an advertising technology company servicing the out\-of\-home \(OOH\) and digital out\-of\-home \(DOOH\) marketplace, used SafeGraph Places \(POI \& Building Footprint data\) for advertising attribution\.
- [Clear Channel Europe Uses SafeGraph Data to Fuel More Targeted, Higher Performing OOH Advertising Campaigns](): Learn how Clear Channel Europe uses SafeGraph data to amplify its customers’ out\-of\-home advertising campaigns by creating a data\-driven single source of truth\.
- [Dosh’s Card\-Linked Offers Platform Is Powered By SafeGraph Places Data](): Learn how Dosh used accurate store location data from SafeGraph Places \(vs\. data sourced from credit card networks\), and why this helped Dosh onboard new retailers faster onto their card\-linked offer platform\.

## Guides
- [Determining Points of Interest Visits From Location Data: A Technical Guide To Visit Attribution]()
- [Business Intelligence vs\. Competitive Intelligence: A Comparison]()
- [Foot Traffic Data Providers]()
- [Why Accurate Data is Important for Business Operations]()
- [Where to Buy Geospatial Data from Reliable Providers]()

## Data Examples
- [March Madness Stadium Footprints]()
- [Visit Attribution Methods: Radius vs\. Building Footprint]()
- [Grocery Store Access]()
- [Parking Lot Polygons]()
- [Global Energy POIs \& Nearby Places]()

## Events
- [Accelerating Economic Recovery with Industry Intelligence]()
- [GeoIgnite 2022: Accurate Geospatial Analysis for a Dynamically Changing World]()
- [Analyzing Canadian Communities with POI Data]()
- [Building Stronger Customer Profiles with Consumer Brand Affinities]()
- [Announcing SafeGraph Spend: The First Places\-Based Transaction Dataset]()

## Data Partners
- [BA45]()
- [CAP Locations]()
- [CarePrecise]()
- [ClimateCheck]()
- [CRED iQ]()

## Publications
- [Your Income Predicts How Well You Can Socially Distance]()
- [William Watson: Surviving the ups and downs on the info corona\-coaster]()
- [Why maps matter in our response to COVID\-19]()
- [Who Would Have Predicted This? Americans Excel at Staying Home]()
- [Which workers bear the burden of social distancing policies?]()

## Use Cases
- [ARITY \+ SAFEGRAPH]()
- [WOOLBRIGHT \+ SAFEGRAPH]()
- [Transaction Enrichment]()
- [Lead Generation]()
- [Global OOH]()

## Custom Landing Pages
- [SafeGraph and CoreLogic Partnership]()
- [Esri Partner Conference 2023]()
- [Esri User Conference 2023]()
- [Geocoded addresses]()
- [Influencer Bios]()

## Free Data
- [SafeGraph Global Places POI Sample Download](): A sample of our Places dataset including 100 rows of points of interest \(POI\) from a randomized set of countries\.
- [Starbucks and Dunkin POI]()
- [Parking Lots Sample Data](): A sample of our Parking Lots Geometry dataset including 100 rows\.
- [Open Dataset: French Polynesia]()
- [Open Census Data](): Includes all data from the US Decennial Census and American Community Survey 5\-year Estimates by Census Block Group \(CBG\) for the release years 2016 \- 2020\.

## Product Info
- [Parking Lots]()
- [Point POIs]()
- [Store ID]()

## Scorecard
- [SafeGraph Retail Scorecard]()
- [SafeGraph Restaurant Scorecard]()
- [Parking Lots in the Top 24 Largest US Cities]()

## Categories
- [Uncategorized](https://safegraph.wpenginepowered.com/category/uncategorized/)

## Tags
- [Popular](https://safegraph.wpenginepowered.com/tag/popular/)
- [Featured](https://safegraph.wpenginepowered.com/tag/featured/)
- [point of interest use cases](https://safegraph.wpenginepowered.com/tag/point-of-interest-use-cases/)
- [data for scientist](https://safegraph.wpenginepowered.com/tag/data-for-scientist/)
- [machine learning for beginners](https://safegraph.wpenginepowered.com/tag/machine-learning-for-beginners/)

## Guide Tags
- [Featured](https://safegraph.wpenginepowered.com/guide-tag/featured/)

## LP Categories
- [L2](https://safegraph.wpenginepowered.com/lp-category/l2/)
- [L3](https://safegraph.wpenginepowered.com/lp-category/l3/)

## Publication Types
- [Press](https://safegraph.wpenginepowered.com/publications/press/)
- [Academic Research](https://safegraph.wpenginepowered.com/publications/academic-research/)
- [Industry Research](https://safegraph.wpenginepowered.com/publications/industry-research/)

## Event Type
- [Webinar](https://safegraph.wpenginepowered.com/event-type/webinar/)
- [Conference](https://safegraph.wpenginepowered.com/event-type/conference/)
- [Fireside Chat](https://safegraph.wpenginepowered.com/event-type/fireside-chat/)

## Optional
- [Sitemap index](https://safegraph.wpenginepowered.com/sitemap_index.xml)