Cumulus Media Inc
0490ba57-cb37-4cf9-887a-d652f410a32e
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-06-09T21:35:08.817289+00:00

Business Model Classification Tokens

monetization_vector
advertising revenues (spot, network, and digital)
Medium
SEC-10K 0001058623-26-000018
pricing_architecture
negotiated / demand-based
Medium
SEC-10K 0001058623-26-000018
revenue_model_type
advertising
Medium
SEC-10K 0001058623-26-000018
customer_acquisition_metric
Direct sales force and agency relationships
Medium
SEC-10K 0001058623-26-000018
customer_segment_primary
enterprise / institutional (advertisers)
Medium
SEC-10K 0001058623-26-000018
customer_segment_secondary
SMB / small businesses
Medium
SEC-10K 0001058623-26-000018
business_model_type_primary
media company / broadcaster
Medium
SEC-10K 0001058623-26-000018
business_model_type_secondary
Podcast network and digital marketing services provider
Medium
SEC-10K 0001058623-26-000018
supply_chain_dependency
Moderate
Medium
SEC-10K 0001058623-26-000018
headcount_cost_structure
Sublinear
Medium
SEC-10K 0001058623-26-000018
geographic_footprint
Domestic (United States)
Medium
SEC-10K 0001058623-26-000018
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
howey_test_risk_index
Low
Medium
SEC-10K 0001058623-26-000018
antitrust_exposure_flag
Yes
Medium
SEC-10K 0001058623-26-000018
data_sovereignty_risk
Moderate
Medium
SEC-10K 0001058623-26-000018
vendor_lock_dependency_score
Moderate
Medium
SEC-10K 0001058623-26-000018
pricing_power_rating
Moderate
Medium
SEC-10K 0001058623-26-000018
network_effect_present
Partial
Medium
SEC-10K 0001058623-26-000018
switching_cost_profile
Low
Medium
SEC-10K 0001058623-26-000018
asset_efficiency_ratio
-21.5% Return on Assets (Negative equity)
High
SEC-XBRL
recession_resistance_tier
Cyclical
Medium
SEC-10K 0001058623-26-000018
interest_rate_sensitivity
Moderate
Medium
SEC-10K 0001058623-26-000018
debt_leverage_profile
-3.76x Total Debt / Equity (Negative equity)
High
SEC-XBRL
geopolitical_supply_exposure
Low intensity; China's December 2024 ban on gallium and germanium exports to the US (germanium tetrachloride is the core dopant in optical fiber; gallium underpins optoelectronic transceivers) sits on top of the sector's binding 2026 constraint of grid-power scarcity and multi-year interconnection queues for AI-driven data-center buildouts.
Medium
GICS-commodity-overlay-v2
marginal_cost_of_growth
118.6% OpEx as % Revenue (High Growth Cost)
High
SEC-XBRL
franchise_compliance_risk
N-A
Medium
SEC-10K 0001058623-26-000018
international_expansion_readiness
Low
Medium
SEC-10K 0001058623-26-000018
characteristic_occupations
["11-0000 Management Occupations", "13-0000 Business and Financial Operations Occupations", "15-0000 Computer and Mathematical Occupations", "23-0000 Legal Occupations", "27-0000 Arts, Design, Entertainment, Sports, and Media Occupations", "41-0000 Sales and Related Occupations", "43-0000 Office and Administrative Support Occupations", "49-0000 Installation, Maintenance, and Repair Occupations"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.31 (HIL — ~31% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v2
commodity_exposure_profile
Low intensity; commodities: electricity (grid power for networks and data centers), copper (legacy access networks, cabling, connectors), fiber-optic glass / silica with germanium dopant, diesel fuel (fleet operations and backup generation), steel (towers, masts, conduit), aluminum (cable sheathing, enclosures, structures); geopolitical: China's December 2024 ban on gallium and germanium exports to the US (germanium tetrachloride is the core dopant in optical fiber; gallium underpins optoelectronic transceivers) sits on top of the sector's binding 2026 constraint of grid-power scarcity and multi-year interconnection queues for AI-driven data-center buildouts.
Medium
GICS-commodity-overlay-v2
regulatory_exposure_profile
Medium burden; regimes: FCC, FTC, GDPR, DOJ, CFIUS, EU DMA; Platform content-liability reform and antitrust actions threaten core business models.
Medium
GICS-regulatory-overlay-v1
sec_cik
0001058623
High
SEC-EDGAR
ticker
CMLS
High
SEC-EDGAR
capital_expenditure_profile
2.7% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
churn_vulnerability_index
High
Medium
SEC-10K 0001058623-26-000018

Knowledge Graph — All Sections

monetization_vector
advertising revenues (spot, network, and digital)
Medium
SEC-10K 0001058623-26-000018
pricing_architecture
negotiated / demand-based
Medium
SEC-10K 0001058623-26-000018
revenue_model_type
advertising
Medium
SEC-10K 0001058623-26-000018
customer_acquisition_metric
Direct sales force and agency relationships
Medium
SEC-10K 0001058623-26-000018
customer_segment_primary
enterprise / institutional (advertisers)
Medium
SEC-10K 0001058623-26-000018
customer_segment_secondary
SMB / small businesses
Medium
SEC-10K 0001058623-26-000018
business_model_type_primary
media company / broadcaster
Medium
SEC-10K 0001058623-26-000018
business_model_type_secondary
Podcast network and digital marketing services provider
Medium
SEC-10K 0001058623-26-000018
supply_chain_dependency
Moderate
Medium
SEC-10K 0001058623-26-000018
headcount_cost_structure
Sublinear
Medium
SEC-10K 0001058623-26-000018
geographic_footprint
Domestic (United States)
Medium
SEC-10K 0001058623-26-000018
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
howey_test_risk_index
Low
Medium
SEC-10K 0001058623-26-000018
antitrust_exposure_flag
Yes
Medium
SEC-10K 0001058623-26-000018
data_sovereignty_risk
Moderate
Medium
SEC-10K 0001058623-26-000018
vendor_lock_dependency_score
Moderate
Medium
SEC-10K 0001058623-26-000018
pricing_power_rating
Moderate
Medium
SEC-10K 0001058623-26-000018
network_effect_present
Partial
Medium
SEC-10K 0001058623-26-000018
switching_cost_profile
Low
Medium
SEC-10K 0001058623-26-000018
asset_efficiency_ratio
-21.5% Return on Assets (Negative equity)
High
SEC-XBRL
recession_resistance_tier
Cyclical
Medium
SEC-10K 0001058623-26-000018
interest_rate_sensitivity
Moderate
Medium
SEC-10K 0001058623-26-000018
debt_leverage_profile
-3.76x Total Debt / Equity (Negative equity)
High
SEC-XBRL
geopolitical_supply_exposure
Low intensity; China's December 2024 ban on gallium and germanium exports to the US (germanium tetrachloride is the core dopant in optical fiber; gallium underpins optoelectronic transceivers) sits on top of the sector's binding 2026 constraint of grid-power scarcity and multi-year interconnection queues for AI-driven data-center buildouts.
Medium
GICS-commodity-overlay-v2
marginal_cost_of_growth
118.6% OpEx as % Revenue (High Growth Cost)
High
SEC-XBRL
franchise_compliance_risk
N-A
Medium
SEC-10K 0001058623-26-000018
international_expansion_readiness
Low
Medium
SEC-10K 0001058623-26-000018
characteristic_occupations
["11-0000 Management Occupations", "13-0000 Business and Financial Operations Occupations", "15-0000 Computer and Mathematical Occupations", "23-0000 Legal Occupations", "27-0000 Arts, Design, Entertainment, Sports, and Media Occupations", "41-0000 Sales and Related Occupations", "43-0000 Office and Administrative Support Occupations", "49-0000 Installation, Maintenance, and Repair Occupations"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.31 (HIL — ~31% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v2
commodity_exposure_profile
Low intensity; commodities: electricity (grid power for networks and data centers), copper (legacy access networks, cabling, connectors), fiber-optic glass / silica with germanium dopant, diesel fuel (fleet operations and backup generation), steel (towers, masts, conduit), aluminum (cable sheathing, enclosures, structures); geopolitical: China's December 2024 ban on gallium and germanium exports to the US (germanium tetrachloride is the core dopant in optical fiber; gallium underpins optoelectronic transceivers) sits on top of the sector's binding 2026 constraint of grid-power scarcity and multi-year interconnection queues for AI-driven data-center buildouts.
Medium
GICS-commodity-overlay-v2
regulatory_exposure_profile
Medium burden; regimes: FCC, FTC, GDPR, DOJ, CFIUS, EU DMA; Platform content-liability reform and antitrust actions threaten core business models.
Medium
GICS-regulatory-overlay-v1
sec_cik
0001058623
High
SEC-EDGAR
ticker
CMLS
High
SEC-EDGAR
capital_expenditure_profile
2.7% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
churn_vulnerability_index
High
Medium
SEC-10K 0001058623-26-000018

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

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Live Status

No Live Status block found.