How accurate are LandPlanner's construction cost predictions?

Our gradient-boosted ensemble model is trained on thousands of actual construction projects and calibrated with conformal prediction to produce 95% confidence intervals. Every estimate shows P10 (optimistic), P50 (median), and P90 (conservative) bounds.

What geographic areas does LandPlanner cover?

Full parcel analysis including zoning, assessor data, and jurisdiction intelligence is live across 15 US states — including Utah, Idaho, California, Texas, Florida, Arizona, Colorado, Georgia, Oregon, Washington, Pennsylvania, Tennessee, North Carolina, Nevada, and Ohio — with more added on a rolling basis. Environmental and federal data (FEMA, USGS, EPA, NOAA, Census, NREL) is available nationwide for any US coordinate.

What data sources does LandPlanner use?

We aggregate data from 15+ federal, state, and local agencies including FEMA, USGS, Census Bureau, USDA SSURGO, NREL, USFWS, EPA, NOAA, USFS, BLS, Walk Score, and county assessors.

Can I analyze multiple parcels at once?

Yes. Pro plans and above include batch screening — upload a CSV of coordinates and our engine scores each parcel for feasibility, construction cost, and environmental risk. Enterprise plans also get batch API access with webhooks.

How is LandPlanner different from other site analysis tools?

Most tools show raw data and leave interpretation to you. LandPlanner combines authoritative data from 15+ sources with machine learning to produce actionable outputs: calibrated cost predictions with confidence intervals, automated pro formas, entitlement risk scoring, permit outcome predictions, foundation analysis, stormwater BMP design, buildable area calculations, and fire access compliance checks.

LandPlanner vs Zoneomics: Zoning Data and Site Feasibility Compared (2026)

Zoneomics goes deep on zoning data. LandPlanner goes wide across 40+ data layers and synthesizes them into a single feasibility analysis.

What Zoneomics Does Well

Comprehensive zoning database digitized from municipal sources. Tiered report products including Certified Zoning Letters for lenders. Bassett AI chatbot for zoning Q&A. Prospecting by zoning designation. API and MS-Word plugin integrations.

Where Zoneomics Falls Short

Zoning is one variable among dozens. Per-report pricing adds up: $461/month for 20 parcels on Advanced plan. No development intelligence beyond zoning compliance.

Where LandPlanner Fits

Zoning in context with every other feasibility factor. ML-powered cost prediction. Complete environmental risk picture. From data to decision in seconds. $49/month flat for all analyses.

Cost Comparison

20 parcels/month: Zoneomics Advanced = $461 (zoning only). LandPlanner = $49 (full feasibility across 40+ layers). Try LandPlanner free.