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AI Valuation

Value estimates that explain themselves.

Parcelhalo's valuation engine reasons like an appraiser: it selects comparable sales, applies zoning context, and surfaces a structured argument for the value range — not a single number with no attribution.

3–5
Comps reviewed per parcel
<5 min
Report generation time
B-2 → MU
Zoning flags tracked
SE US
Coverage region
Methodology

Three-stage valuation process

Every Parcelhalo report follows the same analytical sequence an experienced appraiser uses — but runs in under five minutes.

1

Comparable Transaction Selection

Parcelhalo queries deed transfer records and MLS-aggregated comparable sales within a configurable radius. Candidates are filtered by use-class compatibility (office-to-office, retail-to-retail) and submarket boundary, then ranked by recency with a time-decay weighting. The report explains which transactions were included and which were excluded — and why.

2

Zoning Layer Adjustment

Current zoning classification, overlay district status, and active petition history are pulled from municipal planning databases. If a rezoning petition or variance has been filed, the report flags it with the petition date and likely timeline. Parcelhalo does not claim to predict outcomes — but it surfaces the risk and its likely magnitude in comparable rezoning scenarios.

3

Location Signal Integration

For parcels where location quality is a primary value driver (retail pads, mixed-use ground floors, hospitality sites), Parcelhalo adds a location signal layer: foot traffic index, anchor tenant proximity, drive-time demographic reach, and submarket-specific benchmarks. The contribution of location signals to the value estimate is explicitly described, not embedded silently.

Analyst-Argument, Not Accuracy Claims

We frame valuation as a reasoned range, not a precise prediction.

Value Range, Not Point Estimate

Every report presents a low-high range based on comp spread and confidence in data recency. A single number implies false precision — we reject that.

Attribution on Every Factor

The zoning premium, the foot-traffic uplift, the comp-selection discount — each is quantified and attributed separately so you can stress-test the logic.

Assessor Gap Analysis

Parcelhalo shows how far the assessed value diverges from our market estimate, and provides comparable sale evidence for why the divergence exists.

Data Integration

Connected to the sources appraisers actually use.

Valuation quality depends on data quality. Parcelhalo pulls from public deed records, MLS-aggregated comp data, assessor databases, and municipal zoning systems.

See the full data source list

See a valuation report on your next target parcel.

Request access and we'll run a sample report on a parcel you specify.