TotalEnergies SE
77ce9a90-40e2-4ae3-a7ef-3fbc97927474
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-20T20:48:34.542765+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
consumer_acquisition_channel
null
Inferred
Pending — BM Dev Shop classification run
brand_loyalty_index
null
Inferred
Pending — BM Dev Shop classification run
impulse_vs_considered_purchase
null
Inferred
Pending — BM Dev Shop classification run
retail_distribution_reach
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
bundle_discount_depth
null
Inferred
Pending — BM Dev Shop classification run
cross_sell_attach_rate
null
Inferred
Pending — BM Dev Shop classification run
bundle_churn_vs_single_churn
null
Inferred
Pending — BM Dev Shop classification run
bundle_margin_blended
null
Inferred
Pending — BM Dev Shop classification run
upsell_pathway_architecture
null
Inferred
Pending — BM Dev Shop classification run

Business Model Archetype Classification

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

SG-036 Product to Capability WHAT High
Direct: revenue_model_type=~70% transactional (spot commodity sales); ~30% recurring via long-term LNG offtake contracts (15-20 year terms) and power purchase agreements
SG-049
Subscription
VALUE High

Hybrid Combination

Product to Capability (SG-036) WHAT provides the core structure, combined with Subscription (SG-049) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 2 Medium: 16 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Net debt ~$15B, net debt/EBITDA ~0.5x; 20% rate rise adds ~$300M annual interest cost, manageable given $20B+ operating cash flow
Inferred
Agent_Inference
interest_rate_sensitivity
Floating-rate debt exposure ~30% of total; 20% rate increase (~100bps) raises interest expense by ~$250-300M, ~1.5% EBITDA impact
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
Strait of Hormuz (Middle East crude/LNG transit) and Strait of Malacca (Asian LNG delivery) are top-two critical chokepoints
Inferred
Agent_Inference
international_expansion_readiness
Top markets: USD-denominated oil revenues largely hedged; Nigerian Naira and Angolan Kwanza devaluations create ~$500M annual realization risk
Inferred
Agent_Inference
geographic_footprint
Operations in 130+ countries; heaviest revenue exposure in Europe (EUR), USA (USD), and Africa (NGN/AOA) with material devaluation risk in African currencies
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 operational input; diversified equipment suppliers (SLB, Baker Hughes, Halliburton) with substitutable contracts
Inferred
Agent_Inference
business_model_type_primary
Asset-heavy integrated energy company; cloud disruption not applicable — core operations run on proprietary and industrial SCADA/OT infrastructure
Inferred
Agent_Inference
business_model_type_secondary
Digital/IT workloads use cloud (Azure primary); 30-day termination would disrupt back-office and trading analytics but not core upstream/downstream operations
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; energy trading platforms and ERP (SAP) have high switching costs but no single API provider creates existential dependency
Inferred
Agent_Inference
howey_test_risk_index
Primary revenue is commodity sales (oil, gas, LNG, power) — clearly not a security; Howey Test not applicable, negligible regulatory reclassification risk
Inferred
Agent_Inference
regulatory_burden_tier
High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Operates in EU (GDPR) and US (CCPA); compliance programs in place; primary risk is employee/customer data in African and Middle Eastern jurisdictions with weak frameworks
Inferred
Agent_Inference
antitrust_exposure_flag
Moderate; subject to EU energy market investigations and LNG pricing scrutiny; no dominant market share in any single product globally (>20% share)
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
~70% transactional (spot commodity sales); ~30% recurring via long-term LNG offtake contracts (15-20 year terms) and power purchase agreements
Inferred
Agent_Inference
monetization_vector
Primarily commodity price-linked volumetric sales; secondary monetization via LNG long-term contracts, renewable power PPAs, and refining margin capture
Inferred
Agent_Inference
pricing_architecture
Commodity-indexed pricing (Brent, TTF, JKM benchmarks); limited independent pricing power; integrated margin from upstream to retail provides partial buffer
Inferred
Agent_Inference
pricing_power_rating
Low-to-moderate standalone pricing power; price-taker in crude/gas spot markets; stronger power in branded retail fuel and specialty lubricants (TotalEnergies brand premium)
Inferred
Agent_Inference
target_gross_margin_bracket
Integrated gross margin ~15-20%; upstream segment margins 40-50%; refining/chemicals 5-10%; renewables/power 20-30% as mix shifts
Inferred
Agent_Inference
churn_vulnerability_index
No meaningful free-rider problem; LNG and B2B fuel customers under contract; retail fuel faces substitution risk from EV adoption (~2-3% annual demand erosion)
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is sublinear to headcount; doubling LNG/upstream volumes requires modest incremental staffing; ~105,000 employees with capital-intensive not labor-intensive scaling
Inferred
Agent_Inference
marginal_cost_of_growth
Marginal growth cost driven by capex ($16-18B/yr), not headcount; incremental barrel cost $20-30/boe in Tier-1 assets; renewables growth nearly headcount-neutral
Inferred
Agent_Inference
franchise_compliance_risk
Retail fuel franchise network (~15,000 stations) faces moderate compliance drift risk; branding and HSE standards enforced but franchisee-level variation exists in Africa/Asia
Inferred
Agent_Inference
customer_acquisition_metric
B2B LNG/industrial customer CAC high but LTV extremely long (15-20yr contracts); retail fuel CAC low; at 10x scale, unit economics improve via infrastructure amortization
Inferred
Agent_Inference
network_effect_present
Weak direct network effects; indirect effects exist in LNG portfolio (larger offtake portfolio improves trading flexibility and pricing); not a platform business
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk low for core upstream/downstream; AI upside in seismic interpretation, predictive maintenance, and trading optimization (~$500M efficiency potential)
Inferred
Agent_Inference
recession_resistance_tier
Tier 3 (moderate resilience); energy demand declines 3-5% in deep recessions; integrated model and LNG contracts provide buffer vs pure E&P peers
Inferred
Agent_Inference
customer_segment_primary
B2B industrial and utility customers (LNG offtakers, refiners, power utilities) — top-10 customers represent ~20-25% of LNG revenue
Inferred
Agent_Inference
customer_segment_secondary
Retail consumers via service station network and direct electricity/gas supply; no single retail customer >1% revenue; concentration risk low in this segment
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
Capex reallocation underway: ~25% to low-carbon/renewables (up from 5% in 2015); legacy upstream still receives ~50%; transition trajectory is credible but slow
Inferred
Agent_Inference
sec_cik
0000879764
High
SEC-EDGAR
ticker
TTE
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.