Methodology

Source-governed national farm and ranch data

USA Ag Data is built around role-aware records, source lineage, suppression enforcement, and measurable coverage. The master file targets every lawful and acquirable farm, ranch, producer, operator, landowner, farm business, absentee agricultural owner, and ag entity across all acreages.

All-acreage master file

Small farms, ranches, specialty crop operations, hobby farms, and commercial producers remain eligible. Acreage is a filter and confidence signal.

Governed acquisition

Sources are reviewed for allowed use, terms status, acquisition channel, parser, refresh cadence, accepted rows, rejected rows, and blocker notes.

Compliance boundary

Exports are B2B prospect data only. FCRA, eligibility decisions, sensitive profiling, unlawful outreach, and phone/SMS use are gated out.

Coverage targets

2,500,000Master-file target
400,000Email target
727,45750+ acre quote records
325,24050+ acre quote emails

Data acquisition agents

Source Discovery Agent

Find public, licensed, county, state, USDA, association, co-op, directory, vendor, and web sources.

source discovery
Source Review Agent

Classify sources as approved, license-needed, manual-review, blocked, or prohibited before ingestion.

source review
Ingest Agent

Run source parsers, preserve raw payloads, track accepted/rejected rows, and write import history.

ingest
Identity Resolution Agent

Deduplicate and reconcile owners, operators, businesses, parcels, addresses, and contacts without merging unsupported roles.

identity resolution
Enrichment Agent

Append acreage, crops, livestock, websites, emails, certifications, parcel data, and business signals.

enrichment
Coverage Agent

Compare coverage against USDA, state, county, competitor, and internal targets to prioritize gaps.

coverage
Contact Validation Agent

Validate emails, normalize websites, flag risky contacts, and keep phone/SMS gated until compliance is ready.

contact validation
Export QA Agent

Audit exports for duplicates, suppressions, CSV validity, required fields, source lineage, and buyer rules.

export qa

What exports include

Identity and role

Farm/ranch/business name, owner/operator role, entity kind, and supported role list.

Location and acreage

Mailing address, farm/parcel address where available, county, acreage, parcel count, and size class.

Signals and proof

Crop/livestock signals, contacts, source IDs, source types, freshness, quality scores, and permitted-use notice.