VALVOLINE INC
a41941fd8d1c4eaaa66d46aca08b035a
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-21T02:13:14.358680+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-006 Cash Machine VALUE High
Direct: debt_leverage_profile=0.07x Total Debt / Equity (Conservative). Corroborated: revenue_model_type=Predominantly transactional (~80%+ per-visit service revenue); recurring elements include franchise royalties (~15%) and institutional/fleet service contracts
SG-001
Add-on
WHO High
SG-007
Cross-selling
WHAT High
SG-016
Franchise
HOW High
SG-036
Product to Capability
WHAT High
SG-049
Subscription
VALUE High

Hybrid Combination

Cash Machine (SG-006) VALUE provides the core structure, combined with Add-on (SG-001) + Cross-selling (SG-007) + Franchise (SG-016) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 6 Medium: 15 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
0.07x Total Debt / Equity (Conservative)
High
SEC-XBRL
interest_rate_sensitivity
Valvoline carries ~$1.6B net debt; a 200bps rate rise increases annual interest expense ~$32M, compressing EBITDA margin by ~150bps given variable-rate exposure
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
Middle East crude oil supply routes (base oil feedstock) and Gulf Coast refinery concentration create primary chokepoints
Inferred
Agent_Inference
international_expansion_readiness
Top international markets (Canada, China, India) expose ~15% of revenue to CAD, CNY, INR devaluation risk; hedging programs are limited
Inferred
Agent_Inference
geographic_footprint
~85% US domestic revenue; Canada, China, and India represent meaningful FX exposure with CNY and INR carrying highest sovereign devaluation risk
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 supplier exceeds 30% of input costs, but Valvoline's proprietary lubricant formulations depend on a narrow base oil supplier set; moderate substitutability
Inferred
Agent_Inference
business_model_type_primary
Physical service franchise/company-operated quick-lube retail; cloud infrastructure disruption would affect back-office systems but not core service delivery
Inferred
Agent_Inference
business_model_type_secondary
Licensing and franchising model generating royalty fees; franchise management platform disruption would cause operational friction but not immediate revenue cessation
Inferred
Agent_Inference
switching_cost_profile
Minimal API coupling risk; Valvoline uses standard ERP and POS systems with moderate vendor lock-in; no mission-critical proprietary API dependencies identified
Inferred
Agent_Inference
howey_test_risk_index
Near-zero Howey Test risk; revenue derives from physical automotive services and product sales, not investment contracts or profit-sharing schemes
Inferred
Agent_Inference
regulatory_burden_tier
High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Moderate CCPA exposure from consumer vehicle/service records; GDPR exposure limited given predominantly North American footprint; compliance infrastructure appears adequate
Inferred
Agent_Inference
antitrust_exposure_flag
Low-moderate; quick-lube market is fragmented with Jiffy Lube, Midas, dealers as competitors; no dominant market position triggering meaningful antitrust scrutiny
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
Predominantly transactional (~80%+ per-visit service revenue); recurring elements include franchise royalties (~15%) and institutional/fleet service contracts
Inferred
Agent_Inference
monetization_vector
Per-vehicle-visit transaction averaging ~$100-120; upsell of ancillary services (air filters, wiper blades, transmission fluid) drives ticket size expansion
Inferred
Agent_Inference
pricing_architecture
Cost-plus pricing with regional competitive benchmarking; oil price spikes compress margins as consumer price sensitivity limits full pass-through within 60-90 days
Inferred
Agent_Inference
pricing_power_rating
Moderate (6/10); brand premium supports modest price increases above inflation but high consumer price visibility at point-of-service limits aggressive increases
Inferred
Agent_Inference
target_gross_margin_bracket
38.5% Gross Margin (Moderate (20-40%))
High
SEC-XBRL
churn_vulnerability_index
Low free-rider risk; service is physical and chargeable; loyalty program members show ~2x visit frequency but no meaningful non-paying usage pattern
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is headcount-sublinear at franchise level (royalties scale without proportional HQ headcount) but company-operated stores require near-linear technician staffing
Inferred
Agent_Inference
marginal_cost_of_growth
Franchise expansion has low marginal cost (~$0.10-0.15 per incremental revenue dollar); company-operated store growth is capital and labor intensive at ~$0.60-0.70
Inferred
Agent_Inference
franchise_compliance_risk
Meaningful compliance drift risk across ~1,900 franchised locations; service quality, pricing consistency, and environmental (used oil disposal) compliance require active monitoring
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC would rise as prime real estate becomes scarce; current drive-by visibility model has natural geographic saturation limits in top-50 MSAs
Inferred
Agent_Inference
network_effect_present
Minimal direct network effects; indirect benefits from brand recognition and loyalty app data accumulation; no user-to-user value creation mechanism
Inferred
Agent_Inference
asset_efficiency_ratio
10.9% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Tier 2 (moderate resilience); vehicle maintenance is semi-essential but consumers defer non-critical services during downturns; demonstrated ~5-8% volume decline in 2008-09
Inferred
Agent_Inference
customer_segment_primary
Individual consumer vehicle owners (DIY-to-DIFM converts); no single customer represents meaningful concentration; highly fragmented retail base
Inferred
Agent_Inference
customer_segment_secondary
Fleet operators and commercial accounts (~10-15% of revenue); moderate concentration risk with regional fleet contracts but no single account exceeding 5% of revenue
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
15.2% CapEx / Revenue (High-CapEx Infrastructure)
High
SEC-XBRL
sec_cik
0001674910
High
SEC-EDGAR
ticker
VVV
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_03PASS2026-07-21no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-21no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-21no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01PASS2026-07-21no unmet atoms among this persona's authored questions
SKILL_OPS_PARTNER_01PASS2026-07-21no unmet atoms among this persona's authored questions

Live Status

No Live Status block found.