First Watch Restaurant Group, Inc.
61d864f63622441fb990fdcb80676da2
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-27T12:42:27.768612+00:00

Business Model Classification Tokens

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

Business Model Archetype Classification

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

SG-047 Shop in Shop HOW High
Direct: business_model_type_primary=Brick-and-mortar daytime dining restaurant; cloud infrastructure disruption would affect POS/loyalty systems but not core food service delivery model. Corroborated: geographic_footprint=Nearly 100% US domestic revenue across ~29 states; no material international revenue; currency devaluation risk is effectively null
SG-050
Supermarket
HOW High
SG-053
Two-sided Market
HOW High
SG-036
Product to Capability
WHAT High
SG-049
Subscription
VALUE High

Hybrid Combination

Shop in Shop (SG-047) HOW provides the core structure, combined with Supermarket (SG-050) + Two-sided Market (SG-053) + Product to Capability (SG-036) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 5 Medium: 25 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Net debt ~$180M; total leverage ~3.5x EBITDA; 20% rate rise adds ~$3-4M annual interest expense given variable-rate credit facility
Inferred
Agent_Inference
interest_rate_sensitivity
Moderate
Medium
SEC-10K 0001789940-26-000014
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
High
Medium
SEC-10K 0001789940-26-000014
international_expansion_readiness
Low
Medium
SEC-10K 0001789940-26-000014
geographic_footprint
Domestic (United States only)
Medium
SEC-10K 0001789940-26-000014
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
High
Medium
SEC-10K 0001789940-26-000014
business_model_type_primary
retailer (restaurant operator)
Medium
SEC-10K 0001789940-26-000014
business_model_type_secondary
franchisor
Medium
SEC-10K 0001789940-26-000014
switching_cost_profile
Low
Medium
SEC-10K 0001789940-26-000014
howey_test_risk_index
Low
Medium
SEC-10K 0001789940-26-000014
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
High
Medium
SEC-10K 0001789940-26-000014
antitrust_exposure_flag
No
Medium
SEC-10K 0001789940-26-000014
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
product sales
Medium
SEC-10K 0001789940-26-000014
monetization_vector
unit sales (per-transaction restaurant sales)
Medium
SEC-10K 0001789940-26-000014
pricing_architecture
tiered (menu items at various price points)
Medium
SEC-10K 0001789940-26-000014
pricing_power_rating
Moderate
Medium
SEC-10K 0001789940-26-000014
target_gross_margin_bracket
Restaurant-level margins ~17-20%; food cost ~27-28% of sales; labor ~35-37%; overall gross margin compressed vs. asset-light models
Inferred
Agent_Inference
churn_vulnerability_index
Moderate
Medium
SEC-10K 0001789940-26-000014
headcount_cost_structure
Linear
Medium
SEC-10K 0001789940-26-000014
marginal_cost_of_growth
Sublinear
Medium
SEC-10K 0001789940-26-000014
franchise_compliance_risk
Moderate
Medium
SEC-10K 0001789940-26-000014
customer_acquisition_metric
Organic word-of-mouth and digital marketing channels
Medium
SEC-10K 0001789940-26-000014
network_effect_present
No
Medium
SEC-10K 0001789940-26-000014
asset_efficiency_ratio
0.7% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Mixed
Medium
SEC-10K 0001789940-26-000014
customer_segment_primary
consumer
Medium
SEC-10K 0001789940-26-000014
customer_segment_secondary
franchisees
Medium
SEC-10K 0001789940-26-000014
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
12.8% CapEx / Revenue (Moderate-CapEx)
High
SEC-XBRL
sec_cik
0001789940
High
SEC-EDGAR
ticker
FWRG
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.