{"slice":{"kind":"sub-category","id":"site-intelligence","label":"Site Intelligence & Geospatial Data","href":"/win/site-intelligence","apiPath":"/api/slices/sub-category/site-intelligence","lastmod":"2026-09-09"},"subCategory":{"id":"site-intelligence","label":"Site Intelligence & Geospatial Data","category":"win","categoryLabel":"Win & Set Up the Work"},"tools":[{"id":"opentopography","name":"OpenTopography","url":"https://opentopography.org","description":"NSF-funded nonprofit portal and REST API for accessing global DEMs (Copernicus, SRTM) and US LiDAR/3DEP topography. Provides RESTful web services (global DEM API + USGS 3DEP raster API) with rate-limited free API keys (200 calls/24h academic, 50/24h non-academic). US 3DEP 1m DEM access is restricted to academic users; commercial or intensive use requires a paid Enterprise API key.","verdict":"worth-it","composite":4,"verdicts":{"site-intelligence":"C1 4/5 and C2 4/5 reflect the usable free API key and documented REST web services, while C4 5/5 reflects GeoTIFF and LAS delivery for DEM and LiDAR data. US 3DEP 1m DEM access is academic-restricted, and commercial or intensive use requires a paid Enterprise key."},"redFlags":[],"primarySubCategory":"site-intelligence","subCategories":["site-intelligence"],"sectors":["agnostic"],"firmSizeFit":["solo","small-team","growing"],"agentAccess":{"mcp":false,"cli":false,"api":"RESTful web services: global DEM API and USGS 3DEP raster API (opentopography.org/developers)","authModel":"API key","scripting":"unknown","webhooks":false,"agentDocs":["https://opentopography.org/developers","https://portal.opentopography.org/apidocs/"]},"integrations":[],"fileFormats":[{"format":"GeoTIFF","direction":"export","support":"full","note":"DEM rasters (1m/10m/30m)."},{"format":"LAS","direction":"export","support":"full","note":"LiDAR point clouds."}],"scores":{"c1":4,"c2":4,"c3":4,"c4":5,"c5":3},"pricing":{"model":"free (NSF-funded); rate-limited free API key; OT+ subscription and paid Enterprise API key for commercial use","freeTier":true,"freeViewer":true,"trial":"unknown"},"evidenceUrls":{"apiDocs":"https://opentopography.org/developers"},"platforms":["web","api"],"lifecycle":"active","lastVerified":"2026-07-19","category":"win"},{"id":"attom-data","name":"ATTOM Data","url":"https://www.attomdata.com","description":"US property data warehouse spanning 160M+ properties (~20TB) with ownership, tax, deed, mortgage, foreclosure, AVM, hazard, and boundary attributes. Delivered via a REST Property Data API (developer portal), bulk file licensing, cloud data shares (Snowflake/Databricks), and an AI-native MCP server. A self-serve free-trial API key with Postman collections eases developer onboarding; full licensing is quote-based.","verdict":"solid","composite":3.8,"verdicts":{"site-intelligence":"C2 5/5 reflects the documented REST Property Data API, first-party MCP server, and Snowflake and Databricks delivery paths, while C4 4/5 reflects JSON and XML export. The self-serve trial key supports evaluation, but RF1 keeps C1 2/5 because production licensing is quote-based with no public price sheet."},"redFlags":["RF1"],"primarySubCategory":"site-intelligence","subCategories":["site-intelligence"],"sectors":["agnostic"],"firmSizeFit":["solo","small-team","growing"],"agentAccess":{"mcp":true,"cli":false,"api":"REST Property Data API at api.developer.attomdata.com; bulk files and Snowflake/Databricks shares","authModel":"API key","scripting":"none","webhooks":"unknown","agentDocs":["https://api.developer.attomdata.com/"]},"integrations":[{"name":"Snowflake","type":"api-only"},{"name":"Databricks","type":"api-only"}],"fileFormats":[{"format":"JSON","direction":"export","support":"full","note":"Property Data API."},{"format":"XML","direction":"export","support":"full"}],"scores":{"c1":2,"c2":5,"c3":4,"c4":4,"c5":4},"pricing":{"model":"quote-required; self-serve free-trial API key","freeTier":false,"freeViewer":false,"trial":true},"evidenceUrls":{"apiDocs":"https://api.developer.attomdata.com/"},"platforms":["web","api"],"lifecycle":"active","lastVerified":"2026-07-19","category":"win"},{"id":"regrid","name":"Regrid","url":"https://regrid.com","description":"Nationwide parcel data platform covering 160M+ parcels across 100% of U.S. counties plus major Canadian provinces, with standardized boundaries, ownership records, addresses, building footprints, and land-use/zoning codes for major metropolitan areas. Provides four access methods: web map/app, REST Data API (self-serve Standard and Premium schema tiers with 30-day free sandbox), Bulk Data, and a vendor-native MCP server (regrid.com/mcp) compatible with Claude, ChatGPT, Perplexity, and Cursor. Best agent access in the permitting/zoning data set. Formerly landgrid.com. Data refreshes average ~159 days per UP42 documentation.","verdict":"solid","composite":3.6,"verdicts":{"permitting":"C2 5/5 reflects the vendor-native MCP server plus the documented REST API and 30-day sandbox. The permitting placement is parcel and zoning data access rather than permit filing; C4 3/5 reflects the GeoJSON and bulk-data delivery surface, while standardized zoning coverage is limited to major metro areas and average refresh lag is about 159 days.","site-intelligence":"C2 5/5 reflects the vendor-native MCP server plus the REST Data API, and C4 3/5 reflects GeoJSON and bulk-data delivery. The documented surface is standardized parcel boundaries, ownership, addresses, building footprints, and land-use codes across 160M+ U.S. parcels."},"redFlags":[],"primarySubCategory":"permitting","subCategories":["permitting","site-intelligence"],"sectors":["agnostic"],"firmSizeFit":["solo","small-team","growing"],"agentAccess":{"mcp":true,"cli":false,"api":"Full REST Data API at regrid.com/plans -- Standard and Premium schema tiers; 30-day free interactive sandbox; enterprise/volume pricing by contact","authModel":"API token (per-record billing via existing API token through MCP)","scripting":"none","webhooks":false,"agentDocs":["https://regrid.com/mcp","https://support.regrid.com/mcp"]},"integrations":[{"name":"Claude (via MCP)","type":"api-only"},{"name":"ChatGPT (via MCP)","type":"api-only"},{"name":"Perplexity (via MCP)","type":"api-only"},{"name":"Cursor (via MCP)","type":"api-only"}],"fileFormats":[{"format":"GeoJSON","direction":"export","support":"full","note":"Primary API output format."},{"format":"CSV","direction":"export","support":"full","note":"Bulk data."}],"scores":{"c1":4,"c2":5,"c3":3,"c4":3,"c5":3},"pricing":{"model":"freemium (30-day free sandbox); self-serve Standard/Premium tiers; enterprise volume pricing by contact","freeTier":true,"freeViewer":false,"trial":true},"evidenceUrls":{"pricing":"https://app.regrid.com/plans"},"platforms":["web","api"],"lifecycle":"active","lastVerified":"2026-07-06","category":"win"},{"id":"vexcel","name":"Vexcel","url":"https://vexceldata.com","description":"Large-scale aerial imagery program (UltraCam) offering orthomosaic and oblique imagery, DSM/DTM elevation (Elevate product line), 3D mesh/point cloud, and property/structure metadata. Delivered via Vexcel APIs, Image Services for ArcGIS, WMTS, a MapControl SDK, and a first-party MCP server (launched July 2026) with find_imagery, get_3d_model, change_detection, and attribute_query tools. Quote/subscription; the MCP connector starts around $2,500 per ten-power-user seat per year.","verdict":"solid","composite":3.6,"verdicts":{"site-intelligence":"C2 5/5 reflects the first-party MCP server plus Vexcel APIs, ArcGIS Image Services, and WMTS, and C4 4/5 reflects DSM, DTM, TIFF, and LAS delivery. C1 2/5 reflects largely quote-based platform pricing, including MCP connector pricing from about $2,500 per ten-power-user seat per year.","scan-processing":"The scan-processing placement is API and MCP delivery of UltraCam orthos, obliques, DSM, DTM, and 3D outputs rather than field-capture software; C2 5/5 reflects the MCP server and APIs, and C4 4/5 reflects TIFF and LAS export paths."},"redFlags":[],"primarySubCategory":"site-intelligence","subCategories":["site-intelligence","scan-processing"],"sectors":["agnostic"],"firmSizeFit":["small-team","growing"],"agentAccess":{"mcp":true,"cli":false,"api":"Vexcel APIs, Image Services for ArcGIS, WMTS, MapControl SDK; first-party MCP server (find_imagery, get_3d_model, change_detection, attribute_query)","authModel":"unknown","scripting":"MapControl SDK","webhooks":"unknown","agentDocs":["https://vexceldata.com/platform/vexcel-mcp/"]},"integrations":[{"name":"Esri ArcGIS","type":"native"}],"fileFormats":[{"format":"DSM","direction":"export","support":"full","note":"Elevate product."},{"format":"DTM","direction":"export","support":"full","note":"Elevate product."},{"format":"TIFF","direction":"export","support":"unknown","note":"Ortho imagery."},{"format":"LAS","direction":"export","support":"unknown","note":"Point cloud."}],"scores":{"c1":2,"c2":5,"c3":3,"c4":4,"c5":4},"pricing":{"model":"quote/subscription; MCP connector from ~$2,500 per ten-power-user seat/year","freeTier":false,"freeViewer":false,"trial":"unknown"},"evidenceUrls":{"mcp":"https://vexceldata.com/platform/vexcel-mcp/"},"platforms":["web","api"],"lifecycle":"active","lastVerified":"2026-07-19","category":"win"},{"id":"zoneomics","name":"Zoneomics","url":"https://zoneomics.com","description":"AI-powered zoning data platform standardizing municipal zoning ordinances across 25,000+ U.S. cities and 14,000+ Canadian/US cities for the Bassett AI assistant. Delivers zoning districts, permitted uses, FAR/height/setback/coverage controls, and overlays in four formats: web platform, tiered zoning reports (Brief/Summary/Full/Verification Letter), a documented Zoning Data API with a free tier (100,000 free API calls on the Tiling Service tier), and Bulk Data. Powers the zoning data layer inside TestFit (Site Solver) and Autodesk Forma (Autodesk-Zoneomics partnership Aug 2024). Also a Moody's data partner.","verdict":"solid","composite":3.6,"verdicts":{"permitting":"Best agent-accessible zoning data layer in this set -- a documented REST API with a genuine 100K-call free tier (Tiling Service), confirmed integrations powering TestFit and Autodesk Forma, and a Moody's data partnership give it credible third-party validation; limitations are that full parcel-level API plans are quote-based and the Bassett AI assistant coverage is US/Canada only.","site-intelligence":"Address/parcel-to-zoning data layer -- a documented REST Zoning Data API (API key, 100K-call free Tiling tier) returns zoning districts, permitted uses, and FAR/height/setback/coverage controls as JSON for a site-intelligence workflow across 25,000+ US cities."},"redFlags":[],"primarySubCategory":"permitting","subCategories":["permitting","site-intelligence"],"sectors":["agnostic"],"firmSizeFit":["solo","small-team","growing"],"agentAccess":{"mcp":false,"cli":false,"api":"Zoning Data API -- self-serve plans for programmatic access to zoning districts, uses, FAR/setbacks/overlays; Tiling Service tier includes 100,000 free API calls","authModel":"API key","scripting":"none","webhooks":false,"agentDocs":["https://zoneomics.com/product/api"]},"integrations":[{"name":"TestFit","type":"native"},{"name":"Autodesk Forma","type":"native"},{"name":"Moody's","type":"api-only"},{"name":"Crexi","type":"native"}],"fileFormats":[{"format":"JSON","direction":"export","support":"full","note":"Zoning Data API output."},{"format":"PDF","direction":"export","support":"full","note":"Zoning reports (Brief/Summary/Full/Verification Letter)."}],"scores":{"c1":3,"c2":5,"c3":3,"c4":3,"c5":4},"pricing":{"model":"tiered; Tiling Service 100K calls free; full API and reports tiered/quote-based","freeTier":true,"freeViewer":false,"trial":"unknown"},"evidenceUrls":{"pricing":"https://www.zoneomics.com/pricing/zoning-data-apis"},"platforms":["web","api"],"lifecycle":"active","lastVerified":"2026-07-18","category":"win"},{"id":"microsurvey","name":"MicroSurvey","url":"https://www.microsurvey.com","description":"Survey office CAD and field data collection platform; 100% AutoCAD compatible survey toolset via inCAD add-in.","verdict":"solid","composite":3.4,"verdicts":{"site-intelligence":"C1 2/5 reflects quote-only pricing (RF1) for Standard/Premium tiers; C2 2/5 reflects no documented API (RF2); C3 4/5 reflects self-serve demo and trial download; C4 5/5 reflects 100% native DWG/DXF compatibility + point-cloud (LAS, E57, PTX) support; C5 4/5 reflects AutoCAD inCAD integration, BricsCAD, universal data collector/total station compatibility. Hexagon subsidiary, active release (2026 November)."},"redFlags":["RF1","RF2"],"primarySubCategory":"site-intelligence","subCategories":["site-intelligence"],"sectors":["agnostic"],"firmSizeFit":["solo","small-team"],"agentAccess":{"mcp":false,"cli":false,"api":"unknown","authModel":"license","scripting":"none","webhooks":false,"agentDocs":[]},"integrations":[{"name":"AutoCAD (inCAD)"},{"name":"BricsCAD"},{"name":"IntelliCAD"}],"fileFormats":[{"format":"DWG","direction":"both","support":"full"},{"format":"DXF","direction":"both","support":"full"},{"format":"LAS","direction":"both","support":"full"},{"format":"E57","direction":"import","support":"full"},{"format":"PTX","direction":"import","support":"full"}],"scores":{"c1":2,"c2":2,"c3":4,"c4":5,"c5":4},"pricing":{"model":"perpetual-license + subscription","freeTier":false,"freeViewer":"unknown","trial":true},"evidenceUrls":{"pricing":"https://www.microsurvey.com/products/emcad-incad/emcad-pricing/"},"platforms":["windows"],"lifecycle":"active","lastVerified":"2026-09-02","category":"win"},{"id":"nearmap","name":"Nearmap","url":"https://www.nearmap.com","description":"High-frequency aerial imagery provider with AI-derived property feature layers and DSM, delivered via a web app (MapBrowser) and a family of REST APIs -- Coverage API, DSM & True Ortho API (Staticmap v2), AI Feature API, and a transactional Content/Tile API. Subscription/quote-based, sales-led; a transactional per-call content tier exists.","verdict":"solid","composite":3.4,"verdicts":{"site-intelligence":"C2 4/5 reflects the documented Coverage, DSM and True Ortho, AI Feature, and Content and Tile APIs, and C4 4/5 reflects DSM, GeoJSON, TIFF, and PNG outputs. RF1 keeps C1 2/5 because pricing is quote-based with no public self-serve list.","scan-processing":"The scan-processing placement is API-delivered aerial capture rather than drone-flight software; C2 4/5 reflects the REST API suite, and C4 4/5 reflects DSM plus imagery and AI feature exports. RF1 keeps C1 2/5 because access is quote-based."},"redFlags":["RF1"],"primarySubCategory":"site-intelligence","subCategories":["site-intelligence","scan-processing"],"sectors":["agnostic"],"firmSizeFit":["small-team","growing"],"agentAccess":{"mcp":false,"cli":false,"api":"REST API suite: Coverage, DSM & True Ortho (Staticmap v2), AI Feature, Content/Tile (developer.nearmap.com)","authModel":"API key","scripting":"none","webhooks":"unknown","agentDocs":["https://developer.nearmap.com/"]},"integrations":[{"name":"Esri ArcGIS","type":"native"}],"fileFormats":[{"format":"DSM","direction":"export","support":"full","note":"Elevation raster."},{"format":"GeoJSON","direction":"export","support":"full","note":"AI feature vectors."},{"format":"TIFF","direction":"export","support":"unknown"},{"format":"PNG","direction":"export","support":"unknown"}],"scores":{"c1":2,"c2":4,"c3":3,"c4":4,"c5":4},"pricing":{"model":"subscription/quote-based; transactional per-call content tier","freeTier":false,"freeViewer":false,"trial":"unknown"},"evidenceUrls":{"apiDocs":"https://developer.nearmap.com/"},"platforms":["web","api"],"lifecycle":"active","lastVerified":"2026-07-19","category":"win"},{"id":"reonomy","name":"Reonomy","url":"https://www.reonomy.com","description":"Commercial real estate intelligence platform (an Altus Group business) aggregating 53M+ CRE properties, 68M+ transactions, ownership, debt, and contact data, and unmasking LLC/holding-company ownership. Delivered via a web app and a public REST API (api.reonomy.com). Self-serve subscription starts around $400/month on an annual plan; bulk feeds and API access are quote-based.","verdict":"solid","composite":3.4,"verdicts":{"site-intelligence":"C2 4/5 reflects the public REST API, and C1 4/5 reflects self-serve subscription pricing that starts near $400/month before quote-based bulk-feed and full-API tiers. C4 3/5 reflects JSON delivery for CRE property, ownership, transaction, and debt records."},"redFlags":[],"primarySubCategory":"site-intelligence","subCategories":["site-intelligence"],"sectors":["commercial"],"firmSizeFit":["solo","small-team","growing"],"agentAccess":{"mcp":false,"cli":false,"api":"Public REST API documented at api.reonomy.com/v2/docs","authModel":"unknown","scripting":"none","webhooks":"unknown","agentDocs":["https://api.reonomy.com/v2/docs/"]},"integrations":[],"fileFormats":[{"format":"JSON","direction":"export","support":"full","note":"REST API output."}],"scores":{"c1":4,"c2":4,"c3":3,"c4":3,"c5":3},"pricing":{"model":"subscription; starts ~$400/month (annual); API and bulk feeds quote-based","freeTier":false,"freeViewer":false,"trial":"unknown","entryUsd":400},"evidenceUrls":{"apiDocs":"https://api.reonomy.com/v2/docs/"},"platforms":["web","api"],"lifecycle":"active","lastVerified":"2026-07-19","category":"win"},{"id":"first-street","name":"First Street","url":"https://firststreet.org","description":"Peer-reviewed property-level climate-risk provider (formerly First Street Foundation) scoring flood, fire, wind, heat, and air risk. Delivered as consumer-facing Risk Factor reports (riskfactor.com) and via three documented APIs -- Climate Risk API (point-level physical risk), Enterprise API (portfolio aggregation), and Raster Map API (peril raster layers). Free non-commercial lookups plus paid consumer subscriptions and enterprise quotes.","verdict":"solid","composite":3.2,"verdicts":{"site-intelligence":"C2 4/5 reflects the documented Climate Risk, Enterprise, and Raster Map APIs, and C4 3/5 reflects JSON, PDF, and raster delivery for flood, fire, wind, heat, and air-risk outputs. C1 3/5 reflects free non-commercial Risk Factor lookups and public consumer pricing, while enterprise access remains quote-based."},"redFlags":[],"primarySubCategory":"site-intelligence","subCategories":["site-intelligence"],"sectors":["agnostic"],"firmSizeFit":["solo","small-team","growing"],"agentAccess":{"mcp":false,"cli":false,"api":"Climate Risk API, Enterprise API, and Raster Map API documented at docs.firststreet.org/api","authModel":"unknown","scripting":"none","webhooks":"unknown","agentDocs":["https://docs.firststreet.org/api"]},"integrations":[],"fileFormats":[{"format":"JSON","direction":"export","support":"full","note":"Climate Risk API."},{"format":"PDF","direction":"export","support":"full","note":"Risk reports."}],"scores":{"c1":3,"c2":4,"c3":3,"c4":3,"c5":3},"pricing":{"model":"freemium; consumer reports and subscription plus enterprise quote","freeTier":true,"freeViewer":false,"trial":"unknown"},"evidenceUrls":{"pricing":"https://firststreet.org/pricing","apiDocs":"https://docs.firststreet.org/api"},"platforms":["web","api"],"lifecycle":"active","lastVerified":"2026-07-19","category":"win"},{"id":"reportall-usa","name":"ReportAll USA","url":"https://reportallusa.com","description":"Standardized nationwide US parcel data provider covering 160M+ parcels across ~3,229 counties (roughly 99% of the US population) with boundaries, ownership, and assessment attributes. Delivered via a REST parcel API (parcel, tile, and ArcGIS-style endpoints), an ArcGIS feature service, and a bulk Data Store. A 30-day free trial includes 1,000 parcel transactions and 20,000 tile transactions; full licensing is quote-based.","verdict":"solid","composite":3.2,"verdicts":{"site-intelligence":"C2 4/5 reflects the documented REST parcel, tile, and ArcGIS-style endpoints, and C4 4/5 reflects GeoJSON and JSON delivery for standardized parcel boundaries, ownership, and assessment attributes. A 30-day trial supports evaluation, but RF1 keeps C1 2/5 because full licensing is quote-based with no public price sheet."},"redFlags":["RF1"],"primarySubCategory":"site-intelligence","subCategories":["site-intelligence"],"sectors":["agnostic"],"firmSizeFit":["solo","small-team","growing"],"agentAccess":{"mcp":false,"cli":false,"api":"REST parcel API (parcel, tile, and ArcGIS-style endpoints) documented at reportallusa.com/products/api","authModel":"unknown","scripting":"none","webhooks":"unknown","agentDocs":["https://reportallusa.com/products/api","https://reportallusa.com/solutions/overlay/documentation/"]},"integrations":[{"name":"Esri ArcGIS","type":"native"}],"fileFormats":[{"format":"GeoJSON","direction":"export","support":"full","note":"Parcel API output."},{"format":"JSON","direction":"export","support":"full"}],"scores":{"c1":2,"c2":4,"c3":3,"c4":4,"c5":3},"pricing":{"model":"quote-required; 30-day free trial (1,000 parcel + 20,000 tile transactions)","freeTier":false,"freeViewer":false,"trial":true},"evidenceUrls":{"apiDocs":"https://reportallusa.com/products/api"},"platforms":["web","api"],"lifecycle":"active","lastVerified":"2026-07-19","category":"win"},{"id":"eagleview","name":"EagleView","url":"https://www.eagleview.com","description":"Aerial ortho/oblique imagery and AI-derived property measurement and risk data, delivered via traditional measurement report PDFs and a developer portal exposing an Imagery API (v1) and a Property Data API (v2) with Postman collections, SDKs, and a free sandbox. Enterprise/quote-based, with a free early-access Imagery API trial.","verdict":"solid","composite":3,"verdicts":{"site-intelligence":"C2 4/5 reflects the Imagery API, Property Data API, SDKs, Postman collections, and free sandbox, and C4 3/5 reflects JSON, PDF, and TIFF delivery. RF1 keeps C1 2/5 because production licensing is quote-based."},"redFlags":["RF1"],"primarySubCategory":"site-intelligence","subCategories":["site-intelligence"],"sectors":["agnostic"],"firmSizeFit":["small-team","growing"],"agentAccess":{"mcp":false,"cli":false,"api":"Developer portal (developer.eagleview.com): Imagery API v1 and Property Data API v2, with Postman collections, SDKs, and a sandbox","authModel":"API key","scripting":"none","webhooks":"unknown","agentDocs":["https://developer.eagleview.com/"]},"integrations":[],"fileFormats":[{"format":"JSON","direction":"export","support":"full","note":"Property Data API."},{"format":"PDF","direction":"export","support":"full","note":"Measurement reports."},{"format":"TIFF","direction":"export","support":"unknown","note":"Aerial imagery."}],"scores":{"c1":2,"c2":4,"c3":3,"c4":3,"c5":3},"pricing":{"model":"enterprise quote-based; free early-access Imagery API trial and sandbox","freeTier":false,"freeViewer":false,"trial":true},"evidenceUrls":{"apiDocs":"https://developer.eagleview.com/"},"platforms":["web","api"],"lifecycle":"active","lastVerified":"2026-07-19","category":"win"},{"id":"gridics","name":"Gridics","url":"https://gridics.com/","description":"Parcel-level zoning intelligence and real estate feasibility platform combining a patented zoning rules engine with 3D scenario planning -- ZoneIQ enables real-time development capacity analysis for any parcel or assemblage, including zoning allowances, density, setbacks, and allowed uses; offers a Zoning Data API for programmatic access.","verdict":"solid","composite":3,"verdicts":{"permitting":"C2 4/5 reflects the documented Zoning Data API, C1 3/5 reflects the free trial plus USD 999 per-report pricing alongside quote-based subscriptions, and C3 3/5 reflects a guided workflow rather than instant self-serve coverage across all markets.","conceptual-massing":"The conceptual-massing placement is the ZoneIQ zoning-envelope workflow rather than a full BIM authoring stack. C2 4/5 reflects the Zoning Data API, C4 3/5 reflects PDF and JSON output, and C1 3/5 reflects the free trial plus paid report pricing.","development-feasibility":"This is parcel-level by-right capacity analysis from zoning data rather than a general site-planning stack. C2 4/5 reflects the API-key Zoning Data API, and C4 3/5 reflects PDF report and JSON export.","site-intelligence":"Address/parcel-to-zoning data layer -- C2 4/5 reflects the API-key Zoning Data API, and C4 3/5 reflects JSON export plus PDF zoning reports for downstream workflows."},"redFlags":[],"primarySubCategory":"permitting","subCategories":["permitting","conceptual-massing","development-feasibility","site-intelligence"],"sectors":["agnostic"],"firmSizeFit":["solo","small-team","growing"],"agentAccess":{"mcp":false,"cli":false,"api":"Zoning Data API -- programmatic access to hundreds of parcel-level zoning and real estate data points","authModel":"API key","scripting":"unknown","webhooks":false,"agentDocs":["https://gridics.com/products/zoning-data-api/"]},"integrations":[{"name":"Cotality"},{"name":"GIS (ESRI/compatible)"}],"fileFormats":[{"format":"PDF","direction":"export","support":"full","note":"Client-ready zoning reports."},{"format":"JSON","direction":"export","support":"full","note":"Zoning Data API."}],"scores":{"c1":3,"c2":4,"c3":3,"c4":3,"c5":2},"pricing":{"model":"subscription (quote-required, free trial available)","freeTier":false,"freeViewer":false,"trial":true},"evidenceUrls":{"pricing":"https://gridics.com/property-zoning-reports/"},"platforms":["web"],"lifecycle":"active","lastVerified":"2026-07-18","category":"win"},{"id":"waterplan","name":"Waterplan","url":"https://www.waterplan.com/","description":"AI-native water risk measurement, reporting, and stewardship platform; water-dependent corporate strategy and ESG reporting.","verdict":"situational","composite":2.8,"verdicts":{"site-intelligence":"AI-native corporate water risk and stewardship platform for ESG/strategy (Coca-Cola, Diageo, Colgate customers cited). YC S21; $18.5M raised. Distinct from hydraulic modeling and CAD tools; operates at corporate water-strategy and ESG-reporting layer. RF1: no public pricing; contact-sales only."},"redFlags":["RF1"],"primarySubCategory":"site-intelligence","subCategories":["site-intelligence"],"sectors":["water-wastewater","agnostic"],"firmSizeFit":["growing"],"agentAccess":{"mcp":false,"cli":false,"api":"unknown","authModel":"unknown","scripting":"unknown","webhooks":false,"agentDocs":[]},"integrations":[],"fileFormats":[],"scores":{"c1":2,"c2":3,"c3":3,"c4":4,"c5":2},"pricing":{"model":"contact-sales","freeTier":false,"freeViewer":"unknown","trial":"unknown"},"evidenceUrls":{"pricing":"https://www.waterplan.com/"},"platforms":["web"],"lifecycle":"active","lastVerified":"2026-09-09","category":"win"},{"id":"cherre","name":"Cherre","url":"https://cherre.com","description":"Real-estate data-integration platform that resolves disparate property and entity data into a single knowledge graph queried through a unified GraphQL API. Offers 150+ data and app integrations plus pipelines into data lakes/warehouses (Snowflake/BigQuery). Enterprise/quote-based, sales-led. Acquired by RealPage (announced July 2026).","verdict":"situational","composite":2.6,"verdicts":{"site-intelligence":"C2 4/5 reflects the unified GraphQL API and warehouse delivery to Snowflake and BigQuery, and C5 4/5 reflects the 150+ integration layer. RF1 keeps C1 1/5 and C3 1/5 because access is enterprise quote-only and sales-led."},"redFlags":["RF1"],"primarySubCategory":"site-intelligence","subCategories":["site-intelligence"],"sectors":["commercial"],"firmSizeFit":["growing"],"agentAccess":{"mcp":false,"cli":false,"api":"Single unified GraphQL API (Cherre knowledge graph / CoreConnect)","authModel":"API key/token","scripting":"none","webhooks":"unknown","agentDocs":[]},"integrations":[{"name":"Snowflake","type":"api-only"},{"name":"BigQuery","type":"api-only"}],"fileFormats":[{"format":"JSON","direction":"export","support":"full","note":"GraphQL API output."}],"scores":{"c1":1,"c2":4,"c3":1,"c4":3,"c5":4},"pricing":{"model":"enterprise quote-only; no published pricing","freeTier":false,"freeViewer":false,"trial":"unknown"},"evidenceUrls":{"pricing":"https://cherre.com"},"platforms":["web","api"],"lifecycle":"active","lastVerified":"2026-07-19","category":"win"},{"id":"inqi","name":"InQI","url":"https://www.inqi.ai","description":"AI property-intelligence web tool that turns any US address or APN into a scaled, editable site plan in about 60 seconds, assembling parcel boundaries, setbacks, aerial imagery, and topography (from county/ESRI GIS) plus building-code checks and cost estimates. Self-serve per-project access; delivered through a GUI web app with no public API. Based in Mountain View, CA.","verdict":"situational","composite":2.6,"verdicts":{"development-feasibility":"C1 4/5 reflects self-serve per-project access, and C4 3/5 reflects PDF and DXF export from the generated site plan, setbacks, code checks, and cost estimates. RF2 keeps C2 1/5 because delivery is a GUI web app with no public API.","site-intelligence":"The site-intelligence placement is an address or APN to site-plan workflow built from parcel boundaries, aerial imagery, and topography; C4 3/5 reflects PDF and DXF export, and RF2 keeps C2 1/5 because delivery is a GUI web app with no public API.","permitting":"The permitting placement is setback and code-check screening on the generated site plan; C1 4/5 reflects self-serve per-project access, and RF2 keeps C2 1/5 because delivery is a GUI web app with no public API."},"redFlags":["RF2"],"primarySubCategory":"development-feasibility","subCategories":["development-feasibility","site-intelligence","permitting"],"sectors":["agnostic"],"firmSizeFit":["solo","small-team"],"agentAccess":{"mcp":false,"cli":false,"api":"none; GUI web app","authModel":"none","scripting":"none","webhooks":"unknown","agentDocs":[]},"integrations":[{"name":"Esri ArcGIS","type":"api-only"}],"fileFormats":[{"format":"PDF","direction":"export","support":"unknown"},{"format":"DXF","direction":"export","support":"unknown","note":"CAD-compatible export."}],"scores":{"c1":4,"c2":1,"c3":3,"c4":3,"c5":2},"pricing":{"model":"self-serve per-project (Single Project Access)","freeTier":"unknown","freeViewer":false,"trial":"unknown"},"evidenceUrls":{"pricing":"https://www.inqi.ai/pricing-plans"},"platforms":["web"],"lifecycle":"active","lastVerified":"2026-07-19","category":"win"},{"id":"airworks","name":"AirWorks","url":"https://www.airworks.io","description":"AI service that converts aerial, LiDAR, and satellite imagery into survey-grade CAD linework, planimetrics, and topo deliverables (DWG/DXF) for AEC, telecom, and utility work. Delivered through the AirWorks Automate cloud portal (cloud.airworks.io); no public developer API. Quote-based, credit/acreage pricing.","verdict":"situational","composite":2.2,"verdicts":{"scan-processing":"C4 4/5 reflects DWG, DXF, and PDF deliverables from aerial, LiDAR, and satellite inputs, while C2 1/5 reflects portal-only delivery with no public API, CLI, or MCP surface. RF1 keeps C1 1/5 because pricing is quote-based.","site-intelligence":"The site-intelligence placement is existing-conditions CAD derived from imagery; C4 4/5 reflects DWG and DXF export, and C2 1/5 reflects portal-only delivery with no public API. RF1 keeps C1 1/5 because pricing is quote-based."},"redFlags":["RF1"],"primarySubCategory":"scan-processing","subCategories":["scan-processing","site-intelligence"],"sectors":["agnostic"],"firmSizeFit":["small-team","growing"],"agentAccess":{"mcp":false,"cli":false,"api":"none; cloud portal (cloud.airworks.io) only","authModel":"none","scripting":"none","webhooks":"unknown","agentDocs":[]},"integrations":[],"fileFormats":[{"format":"DWG","direction":"export","support":"full","note":"CAD linework."},{"format":"DXF","direction":"export","support":"full"},{"format":"PDF","direction":"export","support":"unknown"}],"scores":{"c1":1,"c2":1,"c3":2,"c4":4,"c5":3},"pricing":{"model":"quote-based; credit/acreage pricing","freeTier":false,"freeViewer":false,"trial":"unknown"},"evidenceUrls":{"pricing":"https://www.airworks.io"},"platforms":["web"],"lifecycle":"active","lastVerified":"2026-07-19","category":"construction-admin"},{"id":"hazardhub","name":"HazardHub","url":"https://www.hazardhub.com","description":"Per-address peril and hazard data provider (now a Guidewire product) returning 50+ risk scores across fire, weather, water, earth, and man-made perils, plus property characteristics, replacement cost, and permits data via REST APIs. Acquired by Guidewire in August 2021 (~$52.8M); integrates with Guidewire UnderwritingCenter. Enterprise/quote-based; documentation is delivered through Guidewire developer resources.","verdict":"situational","composite":2.2,"verdicts":{"site-intelligence":"Address-to-hazard-risk layer -- C2 3/5 reflects the documented REST hazard APIs, C4 3/5 reflects JSON output, and RF1 keeps C1 1/5 because access is enterprise quote-only via Guidewire with no public self-serve pricing."},"redFlags":["RF1"],"primarySubCategory":"site-intelligence","subCategories":["site-intelligence"],"sectors":["agnostic"],"firmSizeFit":["growing"],"agentAccess":{"mcp":false,"cli":false,"api":"REST hazard/peril APIs (Property Risk, Enhanced Property Characteristics, Replacement Costs, Permits); docs via Guidewire developer resources","authModel":"unknown","scripting":"none","webhooks":"unknown","agentDocs":[]},"integrations":[{"name":"Guidewire UnderwritingCenter","type":"native"}],"fileFormats":[{"format":"JSON","direction":"export","support":"full","note":"Peril/risk API responses."}],"scores":{"c1":1,"c2":3,"c3":1,"c4":3,"c5":3},"pricing":{"model":"enterprise quote-only via Guidewire; no published pricing","freeTier":false,"freeViewer":false,"trial":"unknown"},"evidenceUrls":{"pricing":"https://www.hazardhub.com"},"platforms":["api"],"lifecycle":"active","lastVerified":"2026-07-19","category":"win"},{"id":"landvision-lightbox","name":"LightBox LandVision","url":"https://lightboxre.com/product/landvision","description":"Cloud-based commercial real estate GIS mapping platform providing parcel data, ownership portfolios, a national zoning layer (223,000+ digitized zoning reports added via LightBox's acquisition of PZR -- The Planning & Zoning Resource Company -- in June 2022), natural hazards, school zones, demographics, aerial imagery, and GIS overlays. Used by appraisal firms, brokers, lenders, and CRE developers for site selection, property research, and zoning due diligence. Self-service web GIS; no public developer API. Starting at $8,400/year per Capterra; enterprise configurations are quote-based.","verdict":"situational","composite":2.2,"verdicts":{"permitting":"Situational for CRE zoning due diligence -- the PZR acquisition (June 2022) added 223K+ digitized zoning reports and a national zoning layer, making LandVision a credible source for zoning research in a CRE context; but no public API (RF2), $8,400/yr+ pricing (RF1), and a GIS-platform UX position it as a CRE analyst tool rather than a design-workflow or agent-accessible resource.","site-intelligence":"Address/parcel-to-data layer via a web GIS -- LandVision aggregates parcel data, ownership portfolios, a national zoning layer, natural hazards, demographics, and aerial imagery for site selection; portal-only with no public API (RF2), so agent access is limited."},"redFlags":["RF1","RF2"],"primarySubCategory":"permitting","subCategories":["permitting","site-intelligence"],"sectors":["commercial"],"firmSizeFit":["small-team","growing"],"agentAccess":{"mcp":false,"cli":false,"api":"none confirmed; LandVision is positioned as a self-service web GIS platform, not a data API product","authModel":"none","scripting":"none","webhooks":false,"agentDocs":[]},"integrations":[],"fileFormats":[{"format":"CSV","direction":"export","support":"unknown"},{"format":"SHP","direction":"both","support":"unknown"},{"format":"FGDB","direction":"export","support":"unknown"}],"scores":{"c1":3,"c2":1,"c3":2,"c4":3,"c5":2},"pricing":{"model":"subscription; starting ~$8,400/year per Capterra; enterprise quote-based","freeTier":false,"freeViewer":false,"trial":"unknown"},"evidenceUrls":{"pricing":"https://lightboxre.com/product/landvision"},"platforms":["web"],"lifecycle":"active","lastVerified":"2026-07-18","category":"win"},{"id":"cape-analytics","name":"Cape Analytics","url":"https://capeanalytics.com","description":"Computer-vision property attributes and risk scores (roof condition, roof geometry, wildfire/wind/hail risk, pools) derived from aerial and geospatial imagery for insurance underwriting and real estate. Delivered as an enterprise API; public API documentation is not exposed on the marketing site. Acquired by Moody's in Q1 2025 (announced January 2025).","verdict":"skip","composite":1.8,"verdicts":{"site-intelligence":"C2 3/5 reflects delivery through an enterprise API, while C3 1/5 reflects that no public documentation or self-serve signup is exposed on the marketing site. RF1 keeps C1 1/5 because pricing is quote-only, and the placement is limited to aerial-imagery-derived roof and hazard attributes."},"redFlags":["RF1"],"primarySubCategory":"site-intelligence","subCategories":["site-intelligence"],"sectors":["agnostic"],"firmSizeFit":["growing"],"agentAccess":{"mcp":false,"cli":false,"api":"Enterprise API delivering property attributes/risk scores; public docs not exposed","authModel":"unknown","scripting":"none","webhooks":"unknown","agentDocs":[]},"integrations":[],"fileFormats":[],"scores":{"c1":1,"c2":3,"c3":1,"c4":2,"c5":2},"pricing":{"model":"enterprise quote-only; no published pricing","freeTier":false,"freeViewer":false,"trial":"unknown"},"evidenceUrls":{"pricing":"https://capeanalytics.com"},"platforms":["api"],"lifecycle":"active","lastVerified":"2026-07-19","category":"win"}]}