Oil & Gas Data, Answered in Plain English
WellStrata combines QC-scored regulatory data with an AI query interface — so engineers spend time on decisions, not on digging through state portals.
14-day free trial · No credit card · Cancel anytime
- Interactive wells map with polygon screening
- Type curves + ML production forecasts
- Refrac & new-drill intelligence
- Permit & rig-activity tracking
- New-well, completion & permit alerts by email
- Reservoir Builder — forecasts & economics
- Ask your data in plain English — no SQL
AI query interface
Query your entire well database — just ask
No SQL and no exports. Ask in plain English, and WellStrata returns the wells — ranked, filtered, and QC-scored.
Interactive map
See every well on one interactive map
Filter millions of wells by state, formation, operator, and more — then screen by polygon and open any well's production, completion, and forecast detail.
Built for engineers at independent operators and E&P companies
The tools every reservoir engineer needs.
From a single well lookup to basin-wide benchmarking — WellStrata covers the full analytical workflow, without the enterprise price tag or the learning curve.
Decline-curve analysis with history-aware EUR — fit any well's decline and forecast its remaining reserves.
The toolkit
Everything you need, in one place
AI Query Interface
Ask questions in plain English. No SQL, no filters, no learning curve. Type "Top Wolfcamp B wells in Reeves County by 6-month oil, completed after 2020" and get a ranked table in seconds.
ML Production Forecasting
Forecast oil & gas for existing and new wells with Resery's machine-learning models — a P10/P50/P90 EUR and a full monthly decline curve from a well's design and formation, right from the well detail panel.
Refrac Intelligence
Spot wells that have already been refractured and filter for them on the map, then open any well's Refrac insights to see Resery's base-vs-refrac decline and incremental EUR (P10/P50/P90).
Wells Explorer
Full-screen interactive map with formation-colored well dots across every state we cover. Draw a polygon on the map to instantly select wells inside any acreage block. Filter by state, formation, county, and operator.
Operator Benchmarking
Rank every operator in a basin by IP30, cumulative oil, well count, and lateral length. Color-coded quartile rankings, activity timelines, and drill-down into any operator's formation mix and top wells.
Formations Analytics
Basin-level production intelligence: stacked production history, wells drilled per year, top operators by cumulative oil, and average IP30 trend with a regression line — all in one view per formation.
Type Curve Builder
Generate P10/P50/P90 production decline curves for any formation, operator, county, and vintage. Overlay multiple curves to compare scenarios. Export P10/P50/P90 rates at every month-on-production as CSV.
Reservoir Builder
Build a reservoir from existing wells — add them from the map, a well's detail panel, or by drawing a polygon — drop in hypothetical new drills forecast by type curve, then see aggregated production plus per-well and portfolio NPV/DCF economics.
Chemicals Explorer
FracFocus data decoded: compare operators by water intensity, explore every ingredient by CAS number with PubChem links, and track chemical adoption trends over time across any basin.
Permits & Rig Activity
Track where the rigs are headed. A filterable drilling-permit map and table — filter by operator, formation, county, status, and date — with a permit detail card on every filing. Spot new drilling activity in any basin as it happens.
QC-Scored Data
Every record carries a quality score (0–100) across Gold, Silver, Bronze, and Flagged bands. Canonical operator names, coordinate validation, anomaly detection — know exactly how much to trust each data point.
Document Intelligence
AI extracts completion parameters from regulatory PDFs — stages, proppant, frac fluid, perforation intervals — data not available in any bulk state download.
REST API Access
Clean, documented API with full OpenAPI spec. Filter by state, operator, formation, QC score. Paginate, export in bulk, and integrate WellStrata data directly into your own models and tools.
Monthly Data Refresh
Automated ingestion pipeline syncs with state regulators across all covered states every month. Data freshness metadata on every API response so you always know what you're looking at.
How WellStrata works
From raw regulatory filings to AI-ready structured data — automated, auditable, and accurate.
Data ingested from state agencies
WellStrata automatically downloads production reports, wellbore databases, and completion filings from the Texas RRC, North Dakota DMR, New Mexico OCD, Colorado ECMC, and Wyoming WOGCC every month.
AI extracts from regulatory PDFs
Completion reports (W-2, C-102) contain critical frac parameters that are never in bulk downloads. Our AI extracts stages, proppant volume, fluid type, and perforation intervals from the PDFs themselves.
QC pipeline scores every record
Each record is enriched with canonical operator and formation names, coordinate validation, anomaly detection, and a composite quality score. Raw data and QC data are both preserved.
You query in plain English
Ask WellStrata anything. The AI translates your question into a structured API query, executes it, and returns results as a table, chart, or natural language summary — your choice.
Data coverage
18+ states plus federal offshore — the Gulf of Mexico, Pacific, and Alaska OCS — spanning the major US oil & gas basins from the Permian and Williston to the deepwater Gulf.
Click any state to see the datasets and record counts we hold.
TX Texas Railroad Commission
Live
Wells 515,000+ Daily Output 5.7M bbl/day WolfcampBone SpringSpraberryDelaware
Railroad Commission of Texas (RRC) — bulk wellbore, production (PDQ), permit, well-status and well-test datasets, imaged W-2/G-1 completion reports, and public GIS shapefiles. Lease production is allocated down to individual wells using oil-test weights.
Last updated Jun 5, 2026
ND North Dakota DMR
Live
Wells 43,000+ Daily Output 1.2M bbl/day BakkenThree Forks
ND Dept. of Mineral Resources / NDIC (DMR) — free GIS shapefiles for headers and locations, NorthSTAR monthly production, scout tickets, and LAS well logs parsed per well. North Dakota is our source for LAS log data.
NM New Mexico OCD/ONGARD
Live
Wells 68,000+ Daily Output 1.8M bbl/day DelawareWolfcampBone Spring
NM Oil Conservation Division (OCD) ArcGIS datasets plus GO-TECH/ONGARD county-level production. Operator and formation names are canonicalized into clean registries.
Last updated May 21, 2026
CO Colorado ECMC
Live
Wells 44,000+ Daily Output 440K bbl/day NiobraraCodellWattenberg
Energy & Carbon Management Commission (ECMC, formerly COGCC) — facility/well downloads, monthly production CSVs, and compliance inspection records.
Last updated May 21, 2026
WY Wyoming WOGCC
Live
Wells 69,000+ Daily Output 190K bbl/day Powder RiverGreen RiverTurner
Wyoming Oil & Gas Conservation Commission (WOGCC) — GeospatialHub + Data Explorer headers carrying full coordinates (Wyoming has the most complete well-location coverage of any state we hold), plus monthly production.
Last updated Jun 5, 2026
OK Oklahoma OCC
Live
Wells 455,000+ Daily Output 310K bbl/day SCOOPSTACKGranite Wash Well headers, completions, and formation data live. Monthly production coming Q3 2026.
Oklahoma Corporation Commission (OCC) — bulk RBDMS well-header and completion datasets. Perforated top/bottom intervals serve as a lateral-length proxy.
AK Alaska AOGCC
Live
Wells 10,000+ Daily Output — IvishakKuparukNanushuk
Alaska Oil & Gas Conservation Commission (AOGCC) — North Slope well headers/wellbore with producing-formation, monthly production, and FracFocus frac chemistry.
CA California CalGEM
Live
Wells 242,000+ Daily Output — MontereyStevensDiatomite
California Geologic Energy Management Division (CalGEM) — San Joaquin Basin well headers/wellbore with producing-formation, monthly production, and FracFocus frac chemistry.
KS Kansas KGS
Live
Wells 477,000+ Daily Output — MississippianArbuckleLansing-KC
Kansas Geological Survey (KGS) — Mid-Continent/Anadarko well headers/wellbore with producing-formation, monthly production, and FracFocus frac chemistry.
KY Kentucky KGS
Live
Wells 100,000+ Daily Output — BereaMarcellus
Kentucky Geological Survey (KGS) — Appalachian well headers/wellbore with producing-formation, monthly production, and FracFocus frac chemistry.
LA Louisiana SONRIS
Live
Wells 208,000+ Daily Output — HaynesvilleBossierCotton Valley
Louisiana Office of Conservation (SONRIS) — Ark-La-Tex/Gulf Coast well headers/wellbore with producing-formation, monthly production, and FracFocus frac chemistry.
MT Montana MBOGC
Live
Wells 42,000+ Daily Output — BakkenThree Forks
Montana Board of Oil & Gas Conservation (MBOGC) — Williston well headers/wellbore with producing-formation, monthly production, and FracFocus frac chemistry.
OH Ohio ODNR
Live
Wells 242,000+ Daily Output — UticaPoint PleasantMarcellus
Ohio Dept. of Natural Resources (ODNR) — Appalachian well headers/wellbore with producing-formation, monthly production, and FracFocus frac chemistry.
PA Pennsylvania PADEP
Live
Wells 224,000+ Daily Output — MarcellusUtica
Pennsylvania Dept. of Environmental Protection (PADEP) — Appalachian well headers/wellbore with producing-formation, monthly production, and FracFocus frac chemistry.
UT Utah DOGM
Live
Wells 40,000+ Daily Output — Green RiverWasatchMancos
Utah Division of Oil, Gas & Mining (DOGM) — Uinta Basin well headers/wellbore with producing-formation, monthly production, and FracFocus frac chemistry.
WV West Virginia WVDEP
Live
Wells 118,000+ Daily Output — MarcellusUtica
West Virginia Dept. of Environmental Protection (WVDEP) — Appalachian well headers/wellbore with producing-formation, monthly production, and FracFocus frac chemistry.
AR Arkansas AOGC
Live
Wells 33,000+ Daily Output — FayettevilleArkoma Basin Well headers and surface locations live. Production and completions coming.
Arkansas Oil & Gas Commission (AOGC) — well headers and surface locations for the Fayetteville Shale and Arkoma Basin.
MO Missouri DNR
Live
Wells 10,000+ Daily Output — Forest City BasinCherokee Well headers, surface locations, and completion reports live. Production coming.
Missouri Dept. of Natural Resources (DNR) — well headers, surface locations, and completion reports.
GM Gulf of Mexico BSEE
Live
Wells 55,000+ Daily Output — MioceneWilcoxDeepwater GoM Federal offshore (BSEE) — the Gulf of Mexico OCS.
BSEE (Bureau of Safety and Environmental Enforcement) — federal offshore Gulf of Mexico (OCS): well headers, monthly production, and completions.
PC Pacific OCS BSEE
Live
Wells 1,700+ Daily Output — Offshore CaliforniaSanta Barbara Channel Federal offshore (BSEE) — the Pacific OCS, offshore California.
BSEE (Bureau of Safety and Environmental Enforcement) — federal offshore Pacific OCS (offshore California): well headers, production, and completions.
AO Alaska OCS BSEE
Live
Wells 50+ Daily Output — Beaufort SeaChukchi Sea Federal offshore (BSEE) — the Alaska OCS.
BSEE (Bureau of Safety and Environmental Enforcement) — federal offshore Alaska OCS: well headers and locations.
Built for how oil & gas teams actually work.
From a single offset lookup to basin-wide diligence — WellStrata fits the workflows engineers, land teams, and investors run every day.
Offset & analog research in minutes
Pull every offset in a county, rank them by IP30 or 6-month cumulative oil, and build a P10/P50/P90 type curve — without stitching together state downloads and spreadsheets.
Screen acreage before you bid
Draw a polygon over a prospect and instantly see every well, operator, and permit inside it. Gauge activity, productivity, and who is drilling next door before you make an offer.
Diligence a deal with data you trust
Benchmark an operator's wells against the basin, pull QC-scored production and completions, and pipe it straight into your acquisition model via the REST API.
Simple, transparent pricing
Billed per seat, no member cap. No annual contracts. Production data for all producing states at every tier.
Trial
Free read access to prove the data — one user
- Well Production & completion/stimulation data
- Wells explorer & map
- Automated type curves
- 50 AI queries / day · 50,000 tokens / month
- Community support
Standard
For consultants and small teams pulling data and running AI queries
- Everything in Trial
- Type curve builder (P10/P50/P90)
- Chemicals explorer (FracFocus)
- Permits & rig activity — map, table, filters, analytics dashboard & what's-changed feed
- CSV / GeoJSON export — 25,000 rows, 25 / day
- 10 projects & 10 well lists
- 500 AI queries / day · 200,000 tokens / month
- Email support
Professional
For E&P and consulting teams that model wells
- Everything in Standard
- ML production forecasting — powered by Resery
- Permit EUR scoring — expected EUR for new permits (Resery)
- Report Center — PDF / Excel / GeoJSON reports
- CSV / GeoJSON export — 100,000 rows, unlimited / day
- 100 projects & 100 well lists
- Reservoir Builder — group wells, forecast new drills & run economics (up to 3)
- 2,000 AI queries / day · 1,000,000 tokens / month
- Priority support
Enterprise
For teams that integrate WellStrata into their own systems
- Everything in Professional
- New-well & new-permit alerts & scheduled email reports
- Programmatic API — X-API-Key data access
- Refrac candidate filtering
- Custom data integrations
- Unlimited CSV / GeoJSON export
- Unlimited projects & well lists
- Reservoir Builder (unlimited)
- 5,000 AI queries / day · 10,000,000 tokens / month
- Dedicated account manager
🔮 Professional adds ML production forecasting powered by Resery; Enterprise adds refrac analytics and the programmatic API — BIROVA's machine-learning models for recovery decisions, delivered inside WellStrata.
How WellStrata compares
| Feature | WellStrata | Competitors |
|---|---|---|
| AI natural language queries | ✅ Included | ❌ Not available |
| QC scoring on every record | ✅ Included | ❌ Not available |
| PDF completion extraction | ✅ AI-powered | ⚠️ Manual only |
| ML production forecasting | ✅ Resery-powered | ❌ Not available |
| Starting price | $0 trial | $250–$1,000/mo |
| No annual contract | ✅ Month-to-month | ⚠️ Annual required |
Stop digging through state portals.
Start getting answers.
Join engineers and analysts at independent operators who use WellStrata to make faster, better-informed decisions on leases, completions, and acquisitions.
No credit card required for trial. Setup takes less than 2 minutes.