Paxiv vs LightBox
LightBox is an established real estate data company, known for SmartFabric parcel data, LandVision, and EDR environmental reports, sold primarily through enterprise contracts. Paxiv is a nationwide real estate data platform too: 150M+ parcels and 10B+ data points across all 50 states, covering ownership, zoning, buildings, transactions, topography, soils, and decision-maker contacts. The difference is how you reach the data. Paxiv puts it behind AI natural-language search, a source link on every record, and an MCP server your AI agents can query directly, and anyone can start free today.
What is LightBox?
LightBox provides nationwide parcel, property, and location data through bulk delivery, APIs, and GIS feature services, along with the LandVision research application and EDR environmental due-diligence reports. It serves lenders, insurers, government agencies, brokers, and enterprise data teams, typically through negotiated contracts.
Paxiv vs LightBox: capability comparison
| Capability | Paxiv | LightBox |
|---|---|---|
| Nationwide parcel data | 150M+ parcels across all 50 states, backed by 10B+ data points | Nationwide parcel and property data |
| How you query it | AI natural-language search: ask in plain English and get ranked parcels on a map in seconds | Bulk files, APIs, and map-based research in LandVision |
| Access for AI agents | Paxiv MCP server (Enterprise): Claude and other MCP-compatible agents query parcels, owners, zoning, and comps directly | Data APIs for engineering teams to integrate |
| Verification | Every record links to its authoritative source: county assessor, recorder, or zoning code page | Standardized, aggregated data delivery |
| Owner contact data | Real-time LLC-aware skip-tracing: decision-maker phone, email, loan details, and related properties | Ownership records |
| Getting started | Free to start; paid tiers $99–$1,500/month, cancel anytime | Enterprise sales and negotiated data contracts |
Paxiv by the numbers
| Parcel records | 150M+ Parcel records in the nationwide serving table, covering residential, commercial, agricultural, and vacant land. |
|---|---|
| State coverage | All 50 states Every U.S. state is queryable on every tier, including the free one — coverage is not a paid upgrade. |
| City infrastructure coverage | Water, sewer, and storm — mapped per parcel Sourced from municipal GIS, city by city rather than one national feed — the city-level layer most nationwide parcel tools do not carry at all. |
| Free tier | $0, no card, no time limit Includes 5 parcel lookups, 3 zoning reports, 3 AI search credits, 3 skip traces, and 1 deal room. |
| Transaction fees | Zero Paxiv is subscription software, not a brokerage. It takes no commission and never participates in a deal. |
Where this data comes from
Paxiv's parcel, ownership, and zoning records link back to the originating county assessor, county recorder, or municipal zoning code, with flood data from FEMA's National Flood Hazard Layer and geographic reference data from the U.S. Census Bureau — so every figure can be checked against its authoritative source rather than taken on faith.
- County assessor and recorder offices — Parcel boundaries, ownership of record, assessed values, and transaction history. Every record in Paxiv links back to the originating county office for one-click verification.
- City and county zoning ordinances — Zoning classification per parcel, linked to the municipality's own published zoning code so the underlying ordinance can be read directly.
- FEMA National Flood Hazard Layer — Flood zone, Special Flood Hazard Area status, and base flood elevation, resolved by point-in-polygon lookup against FEMA's own published layer.
- U.S. Census Bureau — Census tract containment via the Bureau's official geocoder, plus TIGER/Line geographic reference files.
Frequently asked questions
Is Paxiv a data platform like LightBox?
Yes. Paxiv is a nationwide real estate data platform: 150M+ parcels and 10B+ data points across all 50 states, covering ownership, zoning, buildings, sale history, topography, soils, and decision-maker contacts. Unlike a data feed, it comes ready to use, with AI search, a source link on every record, and an MCP server for AI agents.
Is Paxiv a good LightBox alternative?
Yes. For parcel research, ownership intelligence, zoning, and site selection, Paxiv covers the same nationwide ground, adds AI natural-language search and real-time skip-tracing, and is self-serve with a free core platform instead of a negotiated contract.
Does Paxiv have an API for AI agents?
Yes. The Paxiv MCP server lets Claude and other MCP-compatible agents search parcels, look up owners, pull zoning breakdowns, find comps, and check site conditions against Paxiv's nationwide data. MCP access is part of the Enterprise plan, priced by seats and scope through sales; everything else on this page is self-serve.
How is Paxiv's AI different from ChatGPT?
You ask Paxiv the same way you'd ask ChatGPT — in plain English, no filters or query syntax. The difference is what it knows. A general assistant knows the public internet; Pax AI is grounded in nationwide parcel data and the public record behind it — ownership, zoning, sale history, acreage, buildings, flood status, and municipal utility data where that city is covered. So instead of a plausible-sounding paragraph, you get the actual matching parcels, plotted on a map, traceable to the record they came from. Which fields are populated, and how current they are, varies by county and source, because the underlying records do.
Does Paxiv have city-level data like future land use and sewer infrastructure?
Yes, and it is the layer most nationwide parcel tools skip. Paxiv maps water, sewer, and storm infrastructure per parcel from municipal GIS, so you can screen a site's proximity to existing mains before you underwrite it rather than calling the utility district to find out. Mapped proximity is a screening signal, not a service commitment — capacity, elevation, easements, and the provider's own approval still decide whether a site can actually be served. Future land use is carried for the cities that publish it — a city's own long-range plan for a parcel, which frequently differs from its current zoning. Depending on local law it may guide a rezoning request or impose a consistency requirement on one. Coverage for both is city by city, since both come from municipal GIS rather than a single national feed.
How much does Paxiv cost?
Paxiv's core platform — nationwide parcel, owner, building, zoning, and skip-trace data across all 50 states — is free to start for everyone, with no credit card and no time limit. Paid tiers add capacity: Individual at $99/month and Organization at $1,500/month, both nationwide, or $82 and $1,250 per month billed annually. Enterprise is priced by seats and scope.
Will Paxiv build custom tools or integrations for my company?
Yes. Paxiv works directly with teams to build custom tooling and integrations on top of the platform — pushing parcel, ownership, and zoning data into the systems you already run, or building the internal workflow your acquisition process needs. The difference from an enterprise suite is the order of operations: you can sign up free today, test the data against a market you know, and decide what is worth building afterward. The custom work is available, but it is never the price of entry.
Is Paxiv's data accurate?
Every record in Paxiv links directly to its authoritative public source — county assessor, county recorder, state GIS portal, or the city or county zoning code page — so accuracy can be verified in one click rather than taken on faith.