Dine Brands Global Inc
f76f6d5d-a2be-4fa5-b9ea-d74225df33c3
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-27T21:29:46.690690+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
billing_cadence
null
Inferred
Pending — BM Dev Shop classification run
churn_rate_benchmark
null
Inferred
Pending — BM Dev Shop classification run
annual_recurring_revenue_ratio
null
Inferred
Pending — BM Dev Shop classification run
free_trial_conversion_rate
null
Inferred
Pending — BM Dev Shop classification run
subscriber_ltv_model
null
Inferred
Pending — BM Dev Shop classification run

Business Model Archetype Classification

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

SG-016 Franchise HOW High
Direct: business_model_type_primary=Asset-light franchise royalty model; cloud disruption would affect digital ordering and loyalty platforms but not core royalty revenue collection; franchise_compliance_risk=High drift risk across 3,300+ units; brand standards enforcement reliant on field ops teams; historical guest satisfaction inconsistency cited in franchisee litigation
SG-010
Digitization
WHAT High
SG-025
Long Tail
WHAT High
SG-023
Licensing
VALUE High
SG-036
Product to Capability
WHAT High
SG-053
Two-sided Market
HOW High
SG-020
Hidden Revenue
VALUE High

Hybrid Combination

Franchise (SG-016) HOW provides the core structure, combined with Digitization (SG-010) + Long Tail (SG-025) + Licensing (SG-023) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 10 Medium: 26 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
-4.34x Total Debt / Equity (Negative equity)
High
SEC-XBRL
interest_rate_sensitivity
Moderate
Medium
SEC-10K 0001628280-26-011393
geopolitical_supply_exposure
Medium intensity; China's 2025 export-licensing regime on rare-earth magnets and battery-grade graphite is the live chokepoint for auto and EV production, compounded by US Section 232 tariff expansion on steel, aluminum, and copper that repriced the sector's core metal inputs in 2025-2026.
Medium
GICS-commodity-overlay-v2
supply_chain_dependency
Moderate
Medium
SEC-10K 0001628280-26-011393
international_expansion_readiness
Moderate
Medium
SEC-10K 0001628280-26-011393
geographic_footprint
Primarily domestic (98%); limited international
Medium
SEC-10K 0001628280-26-011393
commodity_exposure_profile
Medium intensity; commodities: steel, aluminum, petrochemical resins/plastics, copper, lithium and battery-grade materials (nickel, graphite), lumber, cotton; geopolitical: China's 2025 export-licensing regime on rare-earth magnets and battery-grade graphite is the live chokepoint for auto and EV production, compounded by US Section 232 tariff expansion on steel, aluminum, and copper that repriced the sector's core metal inputs in 2025-2026.
Medium
GICS-commodity-overlay-v2
vendor_lock_dependency_score
Moderate
Medium
SEC-10K 0001628280-26-011393
business_model_type_primary
Franchisor
Medium
SEC-10K 0001628280-26-011393
business_model_type_secondary
Asset lessor (rental)
Medium
SEC-10K 0001628280-26-011393
switching_cost_profile
High
Medium
SEC-10K 0001628280-26-011393
howey_test_risk_index
Low
Medium
SEC-10K 0001628280-26-011393
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
High
Medium
SEC-10K 0001628280-26-011393
antitrust_exposure_flag
No
Medium
SEC-10K 0001628280-26-011393
regulatory_exposure_profile
Medium burden; regimes: FTC, CPSC, NLRB, CFPB, GDPR, SEC; Evolving consumer protection and data-privacy rules squeeze retail margins.
Medium
GICS-regulatory-overlay-v1
revenue_model_type
Transactional (royalties, fees, and product sales)
Medium
SEC-10K 0001628280-26-011393
monetization_vector
Recurring fees (royalties and advertising)
Medium
SEC-10K 0001628280-26-011393
pricing_architecture
Fixed tiered structure (negotiated in some cases)
Medium
SEC-10K 0001628280-26-011393
pricing_power_rating
Moderate
Medium
SEC-10K 0001628280-26-011393
target_gross_margin_bracket
40.9% Gross Margin (Strong (40-60%))
High
SEC-XBRL
churn_vulnerability_index
Moderate
Medium
SEC-10K 0001628280-26-011393
headcount_cost_structure
Sublinear
Medium
SEC-10K 0001628280-26-011393
marginal_cost_of_growth
Sublinear
Medium
SEC-10K 0001628280-26-011393
franchise_compliance_risk
Moderate
Medium
SEC-10K 0001628280-26-011393
customer_acquisition_metric
Direct franchisor recruitment and development agreements
Medium
SEC-10K 0001628280-26-011393
network_effect_present
Partial
Medium
SEC-10K 0001628280-26-011393
asset_efficiency_ratio
1.5% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Cyclical
Medium
SEC-10K 0001628280-26-011393
customer_segment_primary
Franchisees and area licensees (B2B)
Medium
SEC-10K 0001628280-26-011393
customer_segment_secondary
End consumers (through company-owned restaurants)
Medium
SEC-10K 0001628280-26-011393
characteristic_occupations
["11-0000 Management Occupations", "13-0000 Business and Financial Operations Occupations", "15-0000 Computer and Mathematical Occupations", "23-0000 Legal Occupations", "25-0000 Educational Instruction and Library Occupations", "27-0000 Arts, Design, Entertainment, Sports, and Media Occupations", "35-0000 Food Preparation and Serving Related Occupations", "39-0000 Personal Care and Service Occupations", "41-0000 Sales and Related Occupations", "43-0000 Office and Administrative Support Occupations", "49-0000 Installation, Maintenance, and Repair Occupations", "51-0000 Production Occupations", "53-0000 Transportation and Material Moving Occupations"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.22 (HIL — ~22% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v2
capital_expenditure_profile
4.0% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
sec_cik
0000049754
High
SEC-EDGAR
ticker
DIN
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_03PASS2026-07-27no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-27no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-27no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01PASS2026-07-27no unmet atoms among this persona's authored questions
SKILL_OPS_PARTNER_01PASS2026-07-27no unmet atoms among this persona's authored questions

Live Status

No Live Status block found.