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 Acres.com: Land Analysis Platforms Compared (2026)

Acres.com offers 150M+ parcel records and 5,000+ map layers. LandPlanner runs complete feasibility analysis the moment you search a parcel.

What Acres Does Well

Massive data aggregation from 1,000+ sources. 45M+ land transactions including non-disclosure states. Prospecting and portfolio management. Mobile apps for field work.

Where Acres Falls Short

Data without synthesis: 5,000 layers but analysis is left to you. No construction cost intelligence. No automated feasibility scoring. Enterprise pricing with contact-sales barrier.

Where LandPlanner Fits

From address to answer in seconds. Machine learning predictions, not just data display. Development-focused analysis. Transparent pricing at $49/month with all features included.

Use Both

Use Acres to prospect and build a pipeline. Run top candidates through LandPlanner for instant feasibility analysis. Try LandPlanner free.