Verified POI data, 95% accurate and deploy-ready

Mobius delivers verified points of interest data powered by location intelligence for teams that need to know what is on the ground today, not what was there last year.

96% global coverage 30-60-90 day refresh CSV, JSON, Excel, API

What is POI data?

POI data, short for point of interest data, identifies real-world places such as stores, restaurants, hospitals, and landmarks. Each POI record typically includes a business name, address, category, and latitude and longitude so that it can be mapped, searched, or analyzed. It is the foundation of location intelligence and geocoding work.

Business name Address Category Lat / Long

Trusted by brands that run on our location data

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What is inside the Mobius POI database

0 Verified POIs
0 Handcrafted polygons
0 Brands tracked
0 Data attributes
0 Accuracy rate
0 Global coverage

Every record carries up to 40+ attributes, and every polygon is hand-drawn rather than generated from an address point. That is why they hold up in trade area work and indoor mapping.

Datarade Top Data Provider badge Listed among the leading location data providers on Datarade

A POI database provider built for accuracy and speed

Our records come from business-owned location sources, with automated validation and regular updates for accurate, current point of interest data.

First-party sourcing

Records come directly from official brand and chain locators, then pass automated validation before anyone sees them.

Always current

Every record moves through a 30-60-90 day verification cycle, so openings, closures, and relocations reach you within weeks.

Flexible delivery

Choose any format you need: CSV, JSON, Excel, or REST API, ready to drop into your existing geospatial or geocoding stack.

Customizable attributes

Select only the fields your use case needs, such as parking availability and drive-through status, from 40+ attributes.

How verified POI data differs from generic map data

Generic map data is built for display and navigation, so it prioritizes coverage over commercial accuracy. Verified POI data is built for decisions, where each business record is validated, deduplicated, and standardized to a consistent category structure before release.

Attribute Generic map data Mobius verified POI data
Purpose Display and navigation Business and market decisions
Business attributes Name and category, often incomplete Up to 40 attributes per record
Category structure Inconsistent across regions Standardized and NAICS-aligned
Duplicate records Common Removed before delivery
Quality control Automated only Automated checks + human review
Boundaries Address points only 1M+ handcrafted polygons
Delivery API lookup, limited bulk access CSV, JSON, Excel, or REST API

Swipe to see both columns

Place records from a generic map data source
The same places in Mobius verified POI data
Generic map data Mobius verified POI data

Drag the handle to compare the same area in both datasets.

Location intelligence solutions for every team

Geomarketing

Connect with the right audiences in high-value locations using our POI data and location intelligence for more targeted campaigns.

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Competitive intelligence

Track competitor openings, closings, and density in any market using clean, structured business location data.

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Access to 6M+ verified POIs worldwide

Every record passes geocoding validation, deduplication, and category standardization under human quality review before it reaches you. The file arrives clean, so your team starts on analysis instead of cleanup.

Geocoding validated Deduplicated Category standardized Human reviewed
Browse POI Datasets

Point of interest data and geolocation data by industry

Real estate

Anchor tenant mix, competitor density & amenity data for retail leasing, valuation, and site screening.

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EV charging

Plan your next charging station using verified surrounding charger locations & business density data.

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Retail

Track store networks, competitor footprints, and category density across every major retail brand.

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Healthcare

Hospital, clinic, and pharmacy location data for network adequacy and access analysis.

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Automotive

Dealer, service center, and parts-store location data for fleet and market planning.

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Food and dining

Restaurant and QSR location data for delivery zone planning and market coverage.

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Frequently asked questions

Geolocation data is the latitude and longitude of a specific device or object. Location data is the broader category: any information tied to a physical position, including coordinates, addresses, boundaries, and named places. POI data is the structured, business-ready layer of location data, describing a named place with attributes such as its name, category, and address.

Geocoding is the process of converting an address into geographic coordinates (latitude and longitude). It allows a written address to be placed accurately on a map or matched against other location data.

A POI database typically includes the business or place name, category, street address, latitude and longitude coordinates, and a unique identifier for each record. Many POI datasets also add attributes like operating hours, phone number, website, and brand affiliation, depending on the provider and use case.

Records are collected from official brand and chain locator sources, then validated through automated checks and human quality review. Each record runs on a 30-60-90 day refresh cycle and is deduplicated and category-standardized before release.

Yes. Datasets can be filtered by geography, business category, or brand, and the attribute set can be trimmed to only the fields your use case needs. This keeps file sizes smaller and integration faster than working with a full global extract.

POI data is delivered as CSV, JSON, or Excel files, or accessed through a REST API for automated integration into your existing systems. The attribute set and file scope can be matched to the fields your use case needs.

Business location data is used for network planning, competitive intelligence, geomarketing, supply chain routing, and urban planning. Businesses use it to understand where their customers, competitors, and opportunities are concentrated.

Location intelligence combines POI data with additional context such as demographics or business performance to guide decisions like where to open a location, run a campaign, or plan infrastructure.

Check four things: where the records are sourced from, how often they are re-verified, whether accuracy and coverage figures are published, and which delivery formats are supported. Mobius sources first-hand from official brand locators, publishes a 95% accuracy rate and 96% global coverage, and delivers in CSV, JSON, Excel, or via REST API.

Yes. Share your target geography, categories, or brands in the sample request form, and the Mobius team will send a sample dataset matched to your requirement so you can check coverage and attributes before you commit.

Ready to build on accurate location data?

Talk to our team about your market, category, and attribute needs, and we will scope the right dataset for you.

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