# www.safegraph.com > AI-optimized mirror of www.safegraph.com containing 50 pages totalling 22,187 words of clean markdown content, structured data, and semantic HTML. Original source: https://www.safegraph.com/. Last updated: 2026-04-27T01:04:21.234Z. Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG). ## Homepage - [The Source of Truth for Physical Places](/site-root.html): SafeGraph is a leading geospatial data provider with global POI data, & geometry datasets for mapping, analytics, & location intelligence. (678 words) ## Articles & Blog Posts - [ccpa-privacy-policy/index.html](/ccpa-privacy-policy/index.html) (1 words) - [privacy-policy/index.html](/privacy-policy/index.html) (1 words) - [reservations-terms-of-service/index.html](/reservations-terms-of-service/index.html) (1 words) - [terms-of-services/index.html](/terms-of-services/index.html) (1 words) - [Evaluation Terms of Service](/evaluation-terms-of-service/index.html): Review SafeGraph’s data license agreement covering permitted uses, restrictions, pricing terms, and data security requirements. (1,575 words) - [guides/geospatial-data-sources/index.html](/guides/geospatial-data-sources/index.html) (1 words) - [Enrich POIs with Aggregated Transaction Data](/products/spend/index.html): Explore SafeGraph Spend data with aggregated transaction data tied to POIs to analyze consumer behavior across locations and time., Explore the "Grid" view on Airtable., Data covers month of Oct 2022. Map created by safegraph-data-admin in CARTO (963 words) - [Where to Buy Location Data: Best Providers for the Top 9 Types](/guides/buy-location-data/index.html): Discover where to buy location data, top providers, and 9 key geospatial data types to support mapping, analytics, and business decisions (1,716 words) - [Insights on Places, Location Intelligence, and Data Quality](/blog/index.html): Read the SafeGraph blog for insights on POI data, geospatial analytics, location intelligence, & industry trends. (320 words) - [High Precision POI Data Built to Power Modern Applications](/products/places/index.html): Fresh POI & places data from SafeGraoh include rich attributes, accurate polygons, & monthly updates for mapping, analytics, & location apps. (1,182 words) - [Data Science Interview Preparation: Top Tips for How To Nail It](/blog/data-science-interview-preparation/index.html): Learn how to prepare for a data scientist interview with practical tips on technical topics, business thinking, salary discussions, and common interview questions., You’ve landed the interview, and you’re wondering how to prepare for your data science interview to nail it and get the job. Luckily, we’ve outlined the main topics. (2,310 words) - [attributes/index.html](/attributes/index.html) (1 words) - [Geocoded Address Data Powering Global Location Intelligence](/address/index.html) (871 words) - [Our data in the real world.](/publications-new/index.html): Explore SafeGraph publications, including academic research, industry studies, and press coverage using POI and geospatial data. (413 words) - [Reservation Service Policies Guidelines](/reservation-service-policies-guidelines/index.html) (743 words) - [ChainXY vs SafeGraph](/compare/chainxy-vs-safegraph/index.html): Which POI data provider is right for you? See a detailed breakdown of accuracy, precision, freshness, and cost as you compare SafeGraph to other places data. (426 words) - [The Source of Truth for Physical Places](/learn-more/index.html): Explore SafeGraph resources, datasets, and sample data to understand global places data and build location-based applications. (207 words) - [SafeGraph Places Alternatives](/compare/safegraph-alternatives/index.html): Which POI data provider is right for you? See a detailed breakdown of accuracy, precision, freshness, and cost as you compare SafeGraph to other places data. (548 words) - [Accurate Building Footprint Polygon Data](/products/geometry/index.html): SafeGraph polygon data provides precise building footprints & POI boundaries with spatial hierarchy metadata for reliable geospatial analysis, Explore the "Grid" view on Airtable. (843 words) - [Pricing Built Around Your Data Requirements](/pricing/index.html): SafeGraph pricing works for global POI & places data. Build custom datasets with flexible delivery, rich attributes, & simple pricing. (433 words) - [Foot Traffic Data Providers](/guides/foot-traffic-data-providers/index.html): Explore foot traffic data providers and 8 ways to collect mobility data, from mobile tracking to sensors, for better business insights. (1,645 words) - [We’re Building a World-Class Team, Fully Remote](/careers/index.html): Explore SafeGraph careers and join a fully remote team with flexible work, strong benefits, and opportunities for professional growth. (397 words) - [Top 10 Uses of Geospatial Data + Where to Get It](/guides/uses-of-geospatial-data/index.html): Explore 10 key uses of geospatial data, from mapping and site selection to retail insights, risk analysis, and investment decisions. (1,939 words) - [Get a Monthly Roundup of SafeGraph News and Industry Updates](/newsletter/index.html) (428 words) - [SafeGraph Aliases for Emergency Response](/safegraph-aliases-for-emergency-response/index.html) (348 words) - [Data Demos: SafeGraph Places Python Starter Notebook](/blog/data-demos-safegraph-core-places-python-starter-notebook.html): Explore the SafeGraph Places Python starter notebook in Google Colab. Analyze restaurant counts, open hours, categories, and brand insights using sample POI data., New to geospatial data? Tinker with this Python notebook to learn how you can interact with and analyze SafeGraph's Places data. Answer interesting questions and show analyses. (225 words) - [A Data Partner Built for Modern Enterprises.](/modern-data-partner/index.html) (353 words) - [Fresh, accurate places data built for retailers](/safegraph-places-for-retail/index.html) (240 words) - [Join us at Esri User Conference](/esri-user-conference-2023/index.html) (263 words) - [Integrate SafeGraph Data into Your Existing Workflows](/partners/index.html) (132 words) - [Mitigate complications in matching various sources of address & property data with CoreLogic and Placekey](/corelogic-safegraph-partnership/index.html) (267 words) - [Introducing: SafeGraph's Early Closure Signal for POIs](/vacancies/index.html): Explore the "Grid" view on Airtable. (203 words) - [Consumer Data Access Request Form](/consumer-data-access-request-form/index.html): Submit a SafeGraph data access request to view, correct, or obtain your personal information under applicable privacy laws. (194 words) - [Actionable Location Intelligence at Your Fingertips](/data-for-innovators/index.html): Build applications and analytics tools with accurate global POI data from SafeGraph. Attribute-rich places data helps teams understand real-world locations and market activity. (302 words) - [Access SafeGraph Data Directly in CARTO](/carto-2/index.html) (155 words) - [Build Smarter Travel Experiences with High-Quality Places Data](/poi-data-for-ai-trip-apps/index.html) (177 words) - [Do Not Sell Request](/do-not-sell-my-info/index.html): Submit a SafeGraph opt-out request to prevent the sale of your personal information under applicable privacy laws. (83 words) - [Introducing SafeGraph’s Geocoded Address Dataset](/geocoded-addresses/index.html) (210 words) - [Spatial Analysis in 2025: Key Trends](/spatial-analysis-in-2025-key-trends/index.html) (113 words) - [Building the Most Accurate Data on the Physical World.](/about/index.html): Learn how SafeGraph builds accurate global places and POI datasets to power location intelligence and data-driven applications. (269 words) - [Add new revenue from your restaurant content](/publisher-reservations/index.html) (154 words) - [Discover unique use cases and resources for how SafeGraph data can be applied to your industry.](/use-case/index.html) (105 words) - [LTK for Food Influencers](/influencer-bios/index.html) (120 words) - [Local Business Appointments API](/local-business-appointments-api/index.html) (154 words) - [Join us at Esri Partner Conference 2023](/epc-2023/index.html) (142 words) - [Join SafeGraph at SDSC London](/sdsc-london-2023/index.html) (181 words) - [See What Places Data Can Do for Your Business](/schedule-a-demo/index.html): Schedule a demo with SafeGraph to explore global places data, POI datasets, and how they fit into your workflows. (122 words) - [You're now unsubscribed.](/preference-center/index.html): You have been unsubscribed from SafeGraph communications. You can resubscribe anytime to receive updates and insights. (22 words) - [Products](/products/index.html) (10 words) ## Resources - [Full Page Index](/index.html): Browse all cached pages with rich metadata - [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines - [XML Sitemap](/content/sitemap.xml): Machine-readable sitemap for crawler discovery - [Robots.txt](/content/robots.txt): Crawler directives