Coupang, Inc.
739f7d09181e49828f015951f7b81de7
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-26T18:18:37.299160+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
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
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
ad_inventory_type
null
Inferred
Pending — BM Dev Shop classification run
cpm_benchmark
null
Inferred
Pending — BM Dev Shop classification run
audience_data_depth
null
Inferred
Pending — BM Dev Shop classification run
ad_load_tolerance
null
Inferred
Pending — BM Dev Shop classification run
programmatic_vs_direct_ratio
null
Inferred
Pending — BM Dev Shop classification run
transaction_fee_percentage
null
Inferred
Pending — BM Dev Shop classification run
deal_closure_rate
null
Inferred
Pending — BM Dev Shop classification run
counterparty_trust_architecture
null
Inferred
Pending — BM Dev Shop classification run
regulatory_license_requirements
null
Inferred
Pending — BM Dev Shop classification run
market_liquidity_dependency
null
Inferred
Pending — BM Dev Shop classification run

Business Model Archetype Classification

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

SG-020 Hidden Revenue VALUE High
Direct: monetization_vector contains [Primary: direct product sales and third-party marketplace commissions; secondary: Rocket WOW subscription, advertising revenue, and Coupang Pay fintech fees]; revenue_model_type=~85% transactional (product sales + marketplace GMV fees); ~15% recurring (Rocket WOW membership subscription ~$5/month, advertising, and fintech services)
SG-049
Subscription
VALUE High
SG-002
Affiliation
VALUE High
SG-009
Customer Loyalty
WHO High
SG-014
Flat Rate
VALUE High
SG-037
Product as a Service
VALUE High
SG-006
Cash Machine
VALUE High

Hybrid Combination

Hidden Revenue (SG-020) VALUE provides the core structure, combined with Subscription (SG-049) + Affiliation (SG-002) + Customer Loyalty (SG-009) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 9 Medium: 11 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
0.16x Total Debt / Equity (Conservative)
High
SEC-XBRL
interest_rate_sensitivity
Low
Medium
SEC-10K 0001834584-26-000024
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 0001834584-26-000024
international_expansion_readiness
Moderate
Medium
SEC-10K 0001834584-26-000024
geographic_footprint
International with Korea dominance
Medium
SEC-10K 0001834584-26-000024
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 0001834584-26-000024
business_model_type_primary
marketplace / retailer
Medium
SEC-10K 0001834584-26-000024
business_model_type_secondary
subscription service / advertising platform
Medium
SEC-10K 0001834584-26-000024
switching_cost_profile
Moderate
Medium
SEC-10K 0001834584-26-000024
howey_test_risk_index
Low
Medium
SEC-10K 0001834584-26-000024
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
High
Medium
SEC-10K 0001834584-26-000024
antitrust_exposure_flag
Yes
Medium
SEC-10K 0001834584-26-000024
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 / subscription
Medium
SEC-10K 0001834584-26-000024
monetization_vector
per-transaction / recurring fees / advertising
Medium
SEC-10K 0001834584-26-000024
pricing_architecture
negotiated / tiered / usage-based
Medium
SEC-10K 0001834584-26-000024
pricing_power_rating
Moderate
Medium
SEC-10K 0001834584-26-000024
target_gross_margin_bracket
29.4% Gross Margin (Moderate (20-40%))
High
SEC-XBRL
churn_vulnerability_index
Moderate
Medium
SEC-10K 0001834584-26-000024
headcount_cost_structure
Linear
Medium
SEC-10K 0001834584-26-000024
marginal_cost_of_growth
Sublinear
Medium
SEC-10K 0001834584-26-000024
franchise_compliance_risk
Not applicable — Coupang operates owned fulfillment centers and direct delivery network, not a franchise model
Inferred
Agent_Inference
customer_acquisition_metric
Multi-channel: marketing, brand awareness, word-of-mouth, app downloads, promotional campaigns
Medium
SEC-10K 0001834584-26-000024
network_effect_present
Partial
Medium
SEC-10K 0001834584-26-000024
asset_efficiency_ratio
3.4% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Mixed
Medium
SEC-10K 0001834584-26-000024
customer_segment_primary
consumer
Medium
SEC-10K 0001834584-26-000024
customer_segment_secondary
SME / merchant / enterprise
Medium
SEC-10K 0001834584-26-000024
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
3.6% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
sec_cik
0001834584
High
SEC-EDGAR
ticker
CPNG
High
SEC-EDGAR
Filings_Dog_Scope
antitrust_exposure_flag,business_model_type_primary,business_model_type_secondary,churn_vulnerability_index,customer_acquisition_metric,customer_segment_primary,customer_segment_secondary,data_sovereignty_risk,franchise_compliance_risk,geographic_footprint,geopolitical_supply_exposure,headcount_cost_structure,howey_test_risk_index,interest_rate_sensitivity,international_expansion_readiness,marginal_cost_of_growth,monetization_vector,network_effect_present,pricing_architecture,pricing_power_rating,recession_resistance_tier,regulatory_burden_tier,revenue_model_type,supply_chain_dependency,switching_cost_profile,vendor_lock_dependency_score
High
SEC-10K 0001834584-26-000024
activist_13d_count_1y
0
High
SEC-13D/G registry, subject-verified
blockholder_13g_count_1y
4
High
SEC-13D/G registry, subject-verified
activist_last_13d_date
none in window
High
SEC-13D/G registry, subject-verified
insider_buys_6m
0
High
SEC-Form4 0001628280-26-055757..0001628280-26-035646
insider_sells_6m
2
High
SEC-Form4 0001628280-26-055757..0001628280-26-035646
insider_net_shares_6m
-197629
High
SEC-Form4 0001628280-26-055757..0001628280-26-035646
insider_last_transaction_date
2026-08-10
High
SEC-Form4 0001628280-26-055757..0001628280-26-035646
Insider_Dog_Checked
2026-10-04T23:59|activist_13d_count_1y,activist_last_13d_date,blockholder_13g_count_1y,insider_buys_6m,insider_last_transaction_date,insider_net_shares_6m,insider_sells_6m
High
SEC-Form4 registry

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_03PASS2026-07-26no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-26no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-26no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01PASS2026-07-26no unmet atoms among this persona's authored questions
SKILL_OPS_PARTNER_01PASS2026-07-26no unmet atoms among this persona's authored questions

Live Status

No Live Status block found.