EOG Resources
90fb59cf-0011-4460-a97f-454003ab9276
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-20T20:55:20.508358+00:00

Business Model Classification Tokens

contract_cycle_length
null
Inferred
Pending — BM Dev Shop classification run
enterprise_sales_motion
null
Inferred
Pending — BM Dev Shop classification run
procurement_complexity
null
Inferred
Pending — BM Dev Shop classification run
vendor_lock_coefficient
null
Inferred
Pending — BM Dev Shop classification run
consumption_unit_definition
null
Inferred
Pending — BM Dev Shop classification run
usage_billing_granularity
null
Inferred
Pending — BM Dev Shop classification run
overage_penalty_structure
null
Inferred
Pending — BM Dev Shop classification run
minimum_commitment_floor
null
Inferred
Pending — BM Dev Shop classification run
metered_margin_profile
null
Inferred
Pending — BM Dev Shop classification run

Business Model Archetype Classification

University of St. Gallen — 55 Business Model Navigator (Gassmann et al.)

SG-035 Premium WHO High
Direct: pricing_architecture=Price-taker architecture tied to WTI/Henry Hub benchmarks; EOG differentiates via premium crude marketing (direct-to-refiner) capturing $2-4/bbl above WTI index. Corroborated: target_gross_margin_bracket=Operating netback margin ~55-65% at $75 WTI; total cash operating costs ~$10-12/BOE vs ~$25-28/BOE realized price; GAAP gross margin ~40-50% (High gross margin bracket (>60%) indicates premium positioni)
SG-006
Cash Machine
VALUE High
SG-013
Experience Selling
WHAT High

Hybrid Combination

Premium (SG-035) WHO provides the core structure, combined with Cash Machine (SG-006) + Experience Selling (SG-013) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 3 Medium: 5 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
0.00x Total Debt / Equity (Conservative)
High
SEC-XBRL
interest_rate_sensitivity
Low-moderate; EOG carries ~$5B debt at mostly fixed rates; 200bps rise increases annual interest ~$50-100M, manageable given $6B+ operating cash flow
Inferred
Agent_Inference
geopolitical_supply_exposure
High intensity; OPEC+ supply decisions and Russia-Ukraine conflict drive price volatility.
Medium
GICS-commodity-overlay-v1
supply_chain_dependency
Permian Basin pipeline egress constraints and Gulf of Mexico export terminal capacity are top two chokepoints affecting EOG's crude and LNG flow
Inferred
Agent_Inference
international_expansion_readiness
Trinidad (TTD quasi-pegged), Oman (OMR dollar-pegged), and Dorado operations limit devaluation risk; international revenue <15% of total, exposure low
Inferred
Agent_Inference
geographic_footprint
Primary operations US-based (Permian, Eagle Ford, DJ Basin); Trinidad and Oman add minor sovereign FX risk; USD-denominated contracts mitigate most exposure
Inferred
Agent_Inference
commodity_exposure_profile
High intensity; commodities: Crude Oil, Natural Gas, Coal, Refined Petroleum Products, Uranium, Steel (equipment); geopolitical: OPEC+ supply decisions and Russia-Ukraine conflict drive price volatility.
Medium
GICS-commodity-overlay-v1
vendor_lock_dependency_score
No single vendor exceeds 30% of input costs; EOG self-sources completions and uses diversified oilfield services (SLB, HAL, BKR) with substitutable contracts
Inferred
Agent_Inference
business_model_type_primary
Cloud infrastructure irrelevant; EOG operates physical E&P assets; field SCADA and operational IT disruption manageable within 30-90 days via on-premise failover
Inferred
Agent_Inference
business_model_type_secondary
Secondary digital systems (reservoir modeling, trading platforms) could migrate; minimal existential risk from cloud provider termination given physical asset primacy
Inferred
Agent_Inference
switching_cost_profile
Minimal API coupling risk; EOG uses standard oilfield software (Petrel, ARIES) with multiple vendor alternatives; no proprietary API dependency exceeding 20% of workflow
Inferred
Agent_Inference
howey_test_risk_index
Very low; EOG sells physical commodities (crude oil, natural gas, NGLs) — clearly not securities; Howey Test inapplicable to commodity extraction revenue model
Inferred
Agent_Inference
regulatory_burden_tier
High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Minimal GDPR/CCPA exposure; EOG's customers are institutional commodity buyers, not consumers; limited personal data processing reduces regulatory compliance burden significantly
Inferred
Agent_Inference
antitrust_exposure_flag
Low; EOG holds ~4% of US oil production; no dominant market position; operates in OPEC-price-taking competitive market with hundreds of alternative producers
Inferred
Agent_Inference
regulatory_exposure_profile
High burden; regimes: EPA, FERC, DOE, CFTC, OSHA, SEC; Accelerating emissions mandates and methane rules threaten capex economics.
Medium
GICS-regulatory-overlay-v1
revenue_model_type
~95% transactional spot/contract commodity sales; multi-year offtake agreements cover ~30-40% of volumes but pricing resets to market; virtually no pure subscription revenue
Inferred
Agent_Inference
monetization_vector
Commodity price-volume monetization; revenue = production volumes × realized price; hedging program caps ~20-30% of volumes annually at fixed floors
Inferred
Agent_Inference
pricing_architecture
Price-taker architecture tied to WTI/Henry Hub benchmarks; EOG differentiates via premium crude marketing (direct-to-refiner) capturing $2-4/bbl above WTI index
Inferred
Agent_Inference
pricing_power_rating
Low standalone pricing power as commodity producer; partially offset by premium wellhead crude quality and direct refiner relationships reducing midstream margin leakage
Inferred
Agent_Inference
target_gross_margin_bracket
Operating netback margin ~55-65% at $75 WTI; total cash operating costs ~$10-12/BOE vs ~$25-28/BOE realized price; GAAP gross margin ~40-50%
Inferred
Agent_Inference
churn_vulnerability_index
No free-rider problem applicable; commodity buyers under offtake contracts; customer churn risk low given fungible product with multiple replacement buyers readily available
Inferred
Agent_Inference
headcount_cost_structure
Sublinear growth; EOG doubled production 2015-2023 with headcount stable ~3,000; technology-driven completion efficiency means production growth outpaces labor requirements
Inferred
Agent_Inference
marginal_cost_of_growth
Capital-intensive but not headcount-linear; marginal cost of growth is drilling capex (~$6-7B/year); each additional BOE costs ~$10-12 in finding and development cost
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; EOG is not a franchise business model; operates as integrated E&P with wholly-owned subsidiaries and no franchisee network
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, EOG would represent ~40% of US oil output — regulatory impossibility; realistically, unit economics improve modestly with scale via shared infrastructure and G&A leverage
Inferred
Agent_Inference
network_effect_present
No network effects present; oil and gas production is a physical commodity business with no user-growth flywheel; competitive advantage stems from geology and operational efficiency
Inferred
Agent_Inference
asset_efficiency_ratio
12.3% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Tier 3 — cyclically sensitive; revenue directly correlated with oil/gas prices which historically drop 30-50% in recessions; partially offset by low-cost structure and balance sheet
Inferred
Agent_Inference
customer_segment_primary
Refiners and petrochemical companies purchasing crude oil under direct offtake agreements; top 10 customers likely represent 40-60% of revenue
Inferred
Agent_Inference
customer_segment_secondary
Natural gas marketers, LDCs, and industrial buyers purchasing natural gas and NGL volumes; secondary segment provides commodity diversification but similar cyclical risk profile
Inferred
Agent_Inference
characteristic_occupations
["11-0000 Management Occupations", "13-0000 Business and Financial Operations Occupations", "15-0000 Computer and Mathematical Occupations", "17-0000 Architecture and Engineering Occupations", "19-0000 Life, Physical, and Social Science Occupations", "23-0000 Legal Occupations", "41-0000 Sales and Related Occupations", "43-0000 Office and Administrative Support Occupations", "47-0000 Construction and Extraction Occupations", "49-0000 Installation, Maintenance, and Repair Occupations", "53-0000 Transportation and Material Moving Occupations"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.33 (HIL — ~33% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v1
capital_expenditure_profile
~$6-7B annual capex allocated ~85% to drilling/completions in core US basins; reallocation toward Utica/Dorado emerging plays signals future-state growth investment alongside legacy Permian maintenance
Inferred
Agent_Inference
sec_cik
0000821189
High
SEC-EDGAR
ticker
EOG
High
SEC-EDGAR

Business Model Components

Core Space

> *Pending Turn 2 — Business Model Type Agent population.*

Interaction Modes

> *Pending Turn 2 — Business Model Type Agent population.*

Product Matrix

> *Pending Turn 2 — Business Model Type Agent population.*

Historical Evolution Log

Live Operational Signals

Signal DateSignal TypeSummary
Source

Evaluation Gate — Persona Stress Tests

SKILL_BUFFETT_VAL_03PASS2026-07-20no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-20no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-20no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01PASS2026-07-20no unmet atoms among this persona's authored questions
SKILL_OPS_PARTNER_01PASS2026-07-20no unmet atoms among this persona's authored questions

Live Status

No Live Status block found.