DATA & ANALYTICS
Every data product. Every core dataset. One place.
How LightBox data is delivered, and what is in it. Pick a product to see how it reaches your workflow, or a dataset to see what it holds.
Data Products
The ways LightBox data reaches you: a mapping platform, APIs, bulk feeds, GIS feature services, Snowflake, MCP for AI applications and a services team.
Overview
LightBox Data is the source of property intelligence for commercial real estate.
LightBox Vision (formerly LandVision)
LightBox Vision (formerly LandVision) puts every property, every owner, and every motivated seller signal on a map you control.
LightBox APIs
LightBox APIs provide comprehensive property and location intelligence data to power your digital workflows.
Bulk Data Delivery
LightBox Data (also known as SmartFabric℠) is our core data asset, connected by the LightBox Identifier (LID) and built on our foundational data pillars: parcel boundaries, structures, addresses, and assessment data.
Feature Service
LightBox offers a comprehensive and dynamic data Feature Service that enables users to access, visualize, and analyze spatial data seamlessly.
Snowflake
Snowflake is a cloud data platform that offers data storage, sharing, processing, and analytics capabilities.
LightBox MCP
Bring trusted LightBox data into the AI tools you already use.
Professional Services
Digital Solutions is a team of application engineers, data engineers, quality engineers, solution architects, business analysts, and project managers that are here to help.
LightBox Live
LightBox Live is where the commercial real estate market researches property, finds listings, follows transactions and works with the people on the other side of the deal.
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View all available data products and learn how you can benefit from LightBox nationwide location data.
Core Datasets
What is inside the record: boundaries, owners, values, addresses, coordinates, zoning, sales, structures and the identifier that ties them together.
Parcels
LightBox Parcel Data offers the most detailed and up-to-date land parcel information available, essential for real estate professionals, urban planners, developers, and researchers.
LightBox True Owner
LightBox True Owner delivers confidence-scored ownership data for commercial properties, providing the trusted insights you need to move with clarity, minimize risk, and close deals faster.
LightBox Corporate Owner
LightBox Corporate Owner changes the starting point of portfolio analysis by linking identified properties to the corporate parent.
Assessment
LightBox Assessment Data provides highly detailed and accurate property assessment information, essential for real estate professionals, appraisers, investors, and researchers.
Addresses
Curated from thousands of data sources, LightBox Address Data is the most accurate address data source available.
Geocoding
With high precision and nationwide coverage, LightBox Geocoding Data is essential for real estate professionals, urban planners, developers, and researchers.
Zoning
LightBox Zoning Data offers detailed and comprehensive zoning information, essential for real estate professionals, urban planners, developers, and researchers.
Transaction History
LightBox Sales Transaction History Data offers 30+ years of detailed and comprehensive property transaction information, essential for real estate professionals, appraisers, investors, and researchers.
Building Footprints
Combined with hundreds of other property attributes, LightBox Building Footprint Data provides highly detailed and accurate building footprint information, essential for real estate professionals, urban planners, developers, and researchers.
LightBox ID
The LightBox ID is a unique identifier that plays a crucial role in the real estate and location data ecosystem.
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View all core datasets. Whether you are looking for a front-end solution or a bulk data feed, access our data, your way.
Canadian Data
Parcels, addresses, buildings and demographics for Canada.
Faster decisions. Fewer surprises.
Clarity you can stand on.LightBox is the Decision Foundation for the Built World.