Rural land analysis, grounded in the data.

The price.

One parcel. One payment. No retainer, no scope-of-work call, no invoice cycle.

What you get.

Six artifacts per report, one polygon at a time.

Fact-checked, zero hallucination.

The hard problem with AI on numeric data is silent invention. We run every claim through five gates before the report ships.

1. Strict grounding prompt. The synthesizer must attach an inline citation [NAIP-YYYY-MM-DD], [S2-...], [SSURGO-...], or [3DEP-...] to every numeric claim, or mark it [DATA_GAP: ...]. Free-floating numbers are rejected at parse.
2. Source-grounded fact check. A separate pass extracts every numeric claim and cross-references it against the raw JSON pulled from STAC, SSURGO, and 3DEP. Claims are tagged VERIFIED, UNVERIFIABLE, or CONTRADICTED.
3. Hard rules. The model is forbidden from saying a parcel is "fit for" any use. It can only say "consistent with" plus a confidence level plus the data gaps. Disclaimers are inserted in four places per report.
4. Contradicted = blocked. If any claim is CONTRADICTED, the pipeline exits non-zero and refuses to ship. We will not bill for a report that failed verification.
5. Numeric string coercion fix. SSURGO returns some numeric fields as strings (mapunit_acres as "16217" not 16217). The fact checker normalizes thousands-separated strings before comparison. All 10 rural Texas test plots pass with zero contradicted claims.

Pay and generate via x402.

Send a GeoJSON polygon. Pay $25 USDC on Base. Receive report HTML plus raw_data.json. No login. No subscription.

# Discover payment requirements
curl -i https://landreport.adametherzlab.com/api/land-report/generate \
  -X POST \
  -H "Content-Type: application/json" \
  -d '{
    "plot_polygon_geojson": {
      "type": "Polygon",
      "coordinates": [[
        [-95.5145, 30.7955],
        [-95.5055, 30.7955],
        [-95.5055, 30.8045],
        [-95.5145, 30.8045],
        [-95.5145, 30.7955]
      ]]
    },
    "intended_uses": "homestead,orchard,garden"
  }'

# Response (first call): 402 Payment Required
# accepts[]: $25.00 USDC on Base to payTo address
# x402 client signs the payment and retries with X-Payment header

# Second call returns:
# {
#   "plot_id": "lr_<uuid>",
#   "price_usdc": 25,
#   "report_html_url": "/api/land-report/result/<uuid>.html",
#   "report_json_url": "/api/land-report/result/<uuid>.json",
#   "verification": { "gates_passed": 5, "contradicted_claims": 0 }
# }

Endpoint accepts plot_polygon_geojson or parcel_id: {state, county, apn} for parcels in the curated rural-TX lookup. Listed in the x402 manifest and discoverable via the Coinbase Bazaar.

Versus a human consultant.

The pieces a desk-screening consultant would assemble, done as a fact-checked AI synthesis.

If you need a stamped engineering opinion, hire a human. If you need to know whether a parcel is worth a closer look, Land Report is 8 to 20 times cheaper and runs in a minute and a half.

Frequently asked.

Six things customers tend to ask before paying.

What Land Report is not.

If you need any of the below, this is not the product.

• Not a survey. We do not establish legal boundaries.
• Not legal advice. We do not opine on title, easements, or zoning.
• Not a drone capture. For 3D capture see our sibling product Land3D.
• Not a soils investigation. We surface SSURGO map units, we do not auger or lab-test soil.
• Not a hydrogeology report. Depth to groundwater requires a licensed hydrogeologist.