Phase 1 · Vaca Muerta / Neuquén

Argentina's Frontier Intelligence Layer

AI-powered land intelligence for Argentina's fastest-growing regions. Risk scores, infrastructure signals, and GIS data — built on licensed government APIs.

Sample · Land Intelligence Score
Parcel #NQ-2847 · Añelo District, Neuquén
78
out of 100
composite score
✓ Low Risk — Investment Grade
Legal Risk
Infrastructure
85
Water Access
70
Climate
75
Agriculture
60
Green Energy
88
Data Sources
IGN Argentina (CC BY 4.0) SEGEMAR / SIGAM (CC BY 4.0) INAI Indigenous Data OpenStreetMap (ODbL) NASA POWER API GeoINTA Soil Classification

8 Dimensions.
One Composite Score.

Every factor that determines land value and investment risk in Argentina's frontier regions — aggregated from 15+ official APIs into a single, actionable intelligence layer.

Legal Risk
Border security zones, indigenous territory overlaps, mining concessions, flood zones, water rights.
IGN INAI SEGEMAR SIARH
Climate
30-year temperature normals, frost-free days, precipitation patterns, wind exposure, microclimatic advantage.
Copernicus ERA5 SMN Argentina
Soil & Land Use
INTA soil classification (Class I–VII), NDVI vegetation index, land capability for agriculture or livestock.
GeoINTA Sentinel-2 NDVI
Agriculture & Self-Sufficiency
Livestock carrying capacity by zone, crop suitability, irrigation potential, homesteader self-sufficiency score.
GeoINTA INTA SAGPyA
Water Access
River proximity, aquifer depth, well drilling feasibility, irrigation rights (SIARH), water quality flags including arsenic risk.
SIARH INA IGN Rivers
Energy & Green Power
Grid connection status, solar irradiation (NASA POWER), wind potential, Ley 27.424 Generación Distribuida eligibility.
NASA POWER Global Wind Atlas CAMESSA
Mobility
Road quality index, distance to airports, Tren Norpatagónico station proximity, nearest city distance.
OSM ANAC ADIF
Services & Supply
Hospitals, schools, supermarkets, internet connectivity within commutable distance.
OSM datos.gob.ar ENACOM

Vaca Muerta —
Argentina's Saudi Arabia

The world's second-largest shale gas reserve and fourth-largest shale oil reserve sits beneath Neuquén province. A $570M railway is under construction. YPF, Chevron, Shell, and TotalEnergies are accelerating investment. Land near the basin is transforming — and most buyers are flying blind.

FrontierArg is the only structured, API-first intelligence layer that tells you exactly what each parcel of land looks like from a legal, infrastructural, and environmental perspective.

See the Neuquén Report
$7B+
Investment 2026
40K
New jobs by 2030
$570M
Railway to Añelo
2nd
Largest shale gas globally
Vaca Muerta Basin
Neuquén Province, Argentina
Interactive GIS map in report

The Neuquén Land Intelligence Report

📄 PDF Report · 15–20 Pages
Neuquén Land Intelligence Report 2026
  • Vaca Muerta Basin Map — risk zones, infrastructure corridors, concession overlays
  • Land Risk Classification — composite scores for key districts
  • Infrastructure Signal Analysis — pipelines, roads, railway route, oil fields
  • Water Rights & Legal Framework — what foreign buyers must know
  • Investment Hotspots — highest-scoring zones with market price context
  • Homesteader Section — soil class, self-sufficiency potential, solar/wind data
  • Data Methodology — every score explained, sources cited
Available in EN · Next release: July 2026
$149
one-time · instant PDF delivery
Pre-order & Get Notified
USDC / USDT accepted

Explore by Location

Detailed intelligence for specific regions, districts, and cities within Neuquén province.

Frequently Asked Questions

Everything you need to know about FrontierArg intelligence scores and reports.

What exactly is the FrontierArg score?
The FrontierArg score is an 8-dimension composite index (0–100) calculated for every land parcel in our coverage area. It covers Legal Risk, Climate, Soil Quality, Agricultural Potential, Water Access, Energy & Solar, Mobility, and Services & Supply. A Legal Multiplier (×0.40–×1.0) is applied based on malus points for flags like indigenous territory overlap, active mining concessions, or missing cadastral data. Scores above 70 are Low Risk (green); 50–69 are Medium Risk (amber); below 50 are High Risk (red).
Where does the data come from? Is it official?
All data is sourced from official Argentine government APIs and open-access international datasets: IGN Argentina (cadastral GIS, CC BY 4.0), SEGEMAR/SIGAM (mining concessions, CC BY 4.0), INAI (indigenous territory registry), OpenStreetMap (ODbL), NASA POWER (solar/climate), GeoINTA (soil), INA/SIARH (water rights), BCRA (exchange rates), and ANAC (airports). We do not scrape or estimate — every data point has a traceable source, version, and license.
Can foreigners legally buy land in Argentina?
Yes. Foreign nationals can own land in Argentina without restrictions in most regions. The key exception is the Rural Land Foreign Ownership Law (Ley 26.737, 2011), which caps foreign ownership of rural land at 15% nationally, with sub-limits per province and per nationality. Additionally, parcels within 50km of international borders require approval from the National Security Zone authority. Our scoring model flags both conditions automatically.
What is included in the $149 Neuquén Report?
The report includes: a Vaca Muerta Basin Map with risk zones, infrastructure corridors, and concession overlays; land risk classifications and composite scores for all key districts; infrastructure signal analysis (pipelines, roads, railway, oil fields); water rights & legal framework summary; investment hotspot ranking; homesteader section with soil class, self-sufficiency potential, and solar/wind data; and the full data methodology with every score explained and sources cited. 15–20 pages, PDF + interactive dashboard link.
What is the difference between a Verified Fact and a FrontierArg Estimate?
Verified Facts come directly from government databases and are clearly labeled with their source (e.g. 'IGN ✓', 'SIARH ✓'). FrontierArg Estimates are derived or interpolated values — for example, a solar potential score derived from the NASA POWER grid cell nearest to a parcel, or an infrastructure proximity score based on the closest OSM road node. Estimates are always labeled with a confidence level and the derivation method. We believe transparency about data certainty is a core feature — not a disclaimer.
Do I need a local agent (escribano) to buy land?
Yes — a Notary Public (Escribano) is legally required for all Argentine property transactions. They verify cadastral records, check for liens, obtain the CDI (tax ID) for foreign buyers, draft the Boleto de Compraventa (preliminary sale contract), and eventually the Escritura Pública (the title deed). Our report includes a legal framework guide for foreign buyers and recommendations for how to find a qualified escribano in Neuquén.
How do I pay — can I use crypto?
Reports can be purchased via card (Stripe) or stablecoin (USDC / USDT via Coinbase Commerce). Given Argentina's currency situation, we prefer USD-denominated stable payments. If you're paying from Argentina, USDC is the cleanest option — no blue rate confusion, instant settlement.
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