EQT Corporation
8539d8c2-d02a-4975-907b-aa7f72e8c785
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-23T12:47:25.485698+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-041 Rent Instead of Buy VALUE High
Direct: monetization_vector contains [Commodity price-per-Mcf volumetric sales; revenue driven by production volume × realized natural gas price net of basis differentials and hedging settlements]. Corroborated: revenue_model_type=~85-90% transactional (spot and short-term gas sales); ~10-15% under multi-year hedging contracts; minimal true recurring subscription revenue
SG-006
Cash Machine
VALUE High
SG-036
Product to Capability
WHAT High
SG-049
Subscription
VALUE High

Hybrid Combination

Rent Instead of Buy (SG-041) VALUE provides the core structure, combined with Cash Machine (SG-006) + Product to Capability (SG-036) + Subscription (SG-049) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 4 Medium: 17 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
0.35x Total Debt / Equity (Conservative)
High
SEC-XBRL
interest_rate_sensitivity
EQT carries ~$5B long-term debt; a 200bps rate rise increases annual interest expense ~$100M, compressing FCF by ~8-10% given ~$1.2B annual FCF
Inferred
Agent_Inference
geopolitical_supply_exposure
High intensity; European gas dependency on Russia exposed structural energy security vulnerabilities.
Medium
GICS-commodity-overlay-v1
supply_chain_dependency
Appalachian pipeline takeaway capacity (MVP/TETCO) and Marcellus water disposal infrastructure are critical chokepoints with limited near-term alternatives
Inferred
Agent_Inference
international_expansion_readiness
null
Inferred
Agent_Inference
geographic_footprint
EQT operates almost exclusively in Appalachian US (Pennsylvania, West Virginia, Ohio); negligible international revenue, so sovereign currency devaluation risk is effectively zero
Inferred
Agent_Inference
commodity_exposure_profile
High intensity; commodities: Natural Gas, Coal, Uranium, Crude Oil, Copper (grid), Lithium (storage); geopolitical: European gas dependency on Russia exposed structural energy security vulnerabilities.
Medium
GICS-commodity-overlay-v1
vendor_lock_dependency_score
Equitrans Midstream/Mountain Valley Pipeline represents near-irreplaceable midstream dependency; pipeline gathering and transport contracts are long-term and non-substitutable in the near term
Inferred
Agent_Inference
business_model_type_primary
Cloud infrastructure termination would cause minimal disruption; EQT's core operations (drilling, completion, gas production) are field-based and not cloud-dependent for primary output
Inferred
Agent_Inference
business_model_type_secondary
Back-office and reservoir modeling software (Enverus, Schlumberger) could face 30-day disruption but are substitutable; operational continuity within 60-90 days via alternative platforms
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; EQT uses standard oilfield software (SCADA, production management) with no proprietary single-vendor API lock-in; switching cost moderate but not existential
Inferred
Agent_Inference
howey_test_risk_index
EQT's revenue model (natural gas commodity sales) fails Howey Test; it is a commodity producer, not an investment contract issuer; regulatory risk here is negligible
Inferred
Agent_Inference
regulatory_burden_tier
Very High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Minimal GDPR/CCPA exposure; EQT handles primarily operational and employee data with no significant consumer personal data processing; compliance burden is low
Inferred
Agent_Inference
antitrust_exposure_flag
Moderate; EQT is the largest US natural gas producer (~5% market share); DOJ scrutinized Appalachian producer coordination historically, but no active proceedings; consolidation risk flagged
Inferred
Agent_Inference
regulatory_exposure_profile
Very High burden; regimes: FERC, NERC, EPA, NRC, State PUCs, DOE; Rate-case lag and clean-energy mandates compress returns on regulated asset base.
Medium
GICS-regulatory-overlay-v1
revenue_model_type
~85-90% transactional (spot and short-term gas sales); ~10-15% under multi-year hedging contracts; minimal true recurring subscription revenue
Inferred
Agent_Inference
monetization_vector
Commodity price-per-Mcf volumetric sales; revenue driven by production volume × realized natural gas price net of basis differentials and hedging settlements
Inferred
Agent_Inference
pricing_architecture
Price-taker model; EQT cannot set prices—Henry Hub and regional basis determine realized price; cost discipline (sub-$1.30/Mcfe cash cost) is the only stress-test lever
Inferred
Agent_Inference
pricing_power_rating
Very low (1/10); EQT is a commodity price-taker with zero independent pricing power; margin protection solely via low-cost Marcellus geology and operational efficiency
Inferred
Agent_Inference
target_gross_margin_bracket
Gross margin ~55-65% at $2.50-$3.00 Henry Hub; compresses to ~30-40% at $2.00 Henry Hub; highly sensitive to commodity price floor
Inferred
Agent_Inference
churn_vulnerability_index
No free-rider problem; natural gas is a rivalrous, excludable commodity; pipeline contract counterparties are creditworthy utilities and industrial buyers under firm contracts
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is highly sublinear to headcount; doubling production volume requires minimal incremental labor—capital (wells, compression) scales output; ~1,900 employees supports $5B+ revenue
Inferred
Agent_Inference
marginal_cost_of_growth
Marginal growth cost is capital-intensive (drilling ~$700-900/lateral foot) but headcount-sublinear; incremental Mcfe cost ~$1.30 cash; scale economics favor larger pad development
Inferred
Agent_Inference
franchise_compliance_risk
null
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, EQT would control ~50% of Appalachian gas supply—triggering antitrust review; pipeline takeaway and water disposal infrastructure become binding constraints before unit economics break
Inferred
Agent_Inference
network_effect_present
No network effects; natural gas production is a commodity extraction business with no user-to-user value creation; scale benefits are geological and operational, not network-driven
Inferred
Agent_Inference
asset_efficiency_ratio
7.1% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Tier 3 (moderate vulnerability); natural gas demand partially resilient via heating/power generation, but price collapses in recessions (2008, 2020 precedent) materially impair revenue and FCF
Inferred
Agent_Inference
customer_segment_primary
Utilities and power generators (~60-70% of volumes); creditworthy offtakers under firm transport agreements but exposed to demand-side fuel switching and coal/renewable competition
Inferred
Agent_Inference
customer_segment_secondary
Industrial end-users and LNG export facilities (~20-30% of volumes); growing LNG export demand (Sabine Pass, Freeport) provides incremental demand support but adds price volatility
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", "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"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.34 (HIL — ~34% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v1
capital_expenditure_profile
26.5% CapEx / Revenue (High-CapEx Infrastructure)
High
SEC-XBRL
sec_cik
0000033213
High
SEC-EDGAR
ticker
EQT
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_03PASS2026-07-23no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-23no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-23no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01FAIL2026-07-231 authored question(s) unanswerable — e.g. QBANK_MACRO_003 n
SKILL_OPS_PARTNER_01FAIL2026-07-231 authored question(s) unanswerable — e.g. QBANK_OPS_002 nee

Live Status

No Live Status block found.