Verizon Communications Inc
a81acd35-7d79-4a53-aa70-a888eb90c5e4
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-06-08T12:33:51.219495+00:00

Business Model Classification Tokens

monetization_vector
recurring subscription fees + device equipment sales + ancillary services
Medium
SEC-10K 0000732712-26-000007
pricing_architecture
Tiered / negotiated
Medium
SEC-10K 0000732712-26-000007
revenue_model_type
subscription / transactional hybrid (recurring service fees + equipment sales)
Medium
SEC-10K 0000732712-26-000007
customer_acquisition_metric
Direct channels (company-operated stores, sales centers), indirect (agents, national retailers), digital omni-channel
Medium
SEC-10K 0000732712-26-000007
customer_segment_primary
Consumer / Enterprise
Medium
SEC-10K 0000732712-26-000007
customer_segment_secondary
Government / Public sector
Medium
SEC-10K 0000732712-26-000007
business_model_type_primary
Telecom operator / integrated communications provider
Medium
SEC-10K 0000732712-26-000007
business_model_type_secondary
Network operator / infrastructure provider
Medium
SEC-10K 0000732712-26-000007
supply_chain_dependency
High
Medium
SEC-10K 0000732712-26-000007
headcount_cost_structure
Sublinear
Medium
SEC-10K 0000732712-26-000007
geographic_footprint
Primarily domestic (U.S.) with international presence
Medium
SEC-10K 0000732712-26-000007
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
howey_test_risk_index
Low
Medium
SEC-10K 0000732712-26-000007
antitrust_exposure_flag
Yes
Medium
SEC-10K 0000732712-26-000007
data_sovereignty_risk
High
Medium
SEC-10K 0000732712-26-000007
vendor_lock_dependency_score
High
Medium
SEC-10K 0000732712-26-000007
pricing_power_rating
Moderate to Strong
Medium
SEC-10K 0000732712-26-000007
network_effect_present
Partial
Medium
SEC-10K 0000732712-26-000007
switching_cost_profile
Moderate
Medium
SEC-10K 0000732712-26-000007
asset_efficiency_ratio
5.6% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Mixed
Medium
SEC-10K 0000732712-26-000007
interest_rate_sensitivity
Moderate
Medium
SEC-10K 0000732712-26-000007
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
Sublinear
Medium
SEC-10K 0000732712-26-000007
franchise_compliance_risk
N-A
Medium
SEC-10K 0000732712-26-000007
international_expansion_readiness
Moderate
Medium
SEC-10K 0000732712-26-000007
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
0000732712
High
SEC-EDGAR
ticker
VZ
High
SEC-EDGAR
churn_vulnerability_index
Moderate
Medium
SEC-10K 0000732712-26-000007
Filings_Dog_Scope
active_enforcement_matters,antitrust_exposure_flag,business_model_type_primary,business_model_type_secondary,capital_return_posture,channel_inventory_exposure,churn_vulnerability_index,currency_risk_exposure,customer_acquisition_metric,customer_segment_primary,customer_segment_secondary,cyber_framework_alignment,cyber_incident_materiality,cyber_oversight_body,data_sovereignty_risk,employee_headcount,franchise_compliance_risk,geographic_footprint,geopolitical_supply_exposure,headcount_cost_structure,hedging_program_scope,howey_test_risk_index,interest_rate_sensitivity,international_expansion_readiness,key_person_dependency,liquidity_sufficiency_assertion,marginal_cost_of_growth,market_structure,monetization_vector,named_competitors,network_effect_present,pricing_architecture,pricing_power_rating,product_revenue_concentration,purchase_commitment_rigidity,recession_resistance_tier,regulatory_burden_tier,revenue_model_type,seasonality_pattern,supply_chain_dependency,switching_cost_profile,trade_restriction_exposure,vendor_lock_dependency_score
High
SEC-10K 0000732712-26-000007
insider_buys_6m
0
Medium
SEC-Form4 0001760581-26-000063..0001896468-26-000032
insider_sells_6m
8
Medium
SEC-Form4 0001760581-26-000063..0001896468-26-000032
insider_net_shares_6m
-80769
Medium
SEC-Form4 0001760581-26-000063..0001896468-26-000032
insider_last_transaction_date
2026-09-29
Medium
SEC-Form4 0001760581-26-000063..0001896468-26-000032
Insider_Dog_Checked
2026-10-03T13:45|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
Medium
SEC-Form4 registry
employee_headcount
89,900 employees; 89% based in U.S.
Medium
SEC-10K 0000732712-26-000007
key_person_dependency
Low
Medium
SEC-10K 0000732712-26-000007
named_competitors
AT&T Inc., T-Mobile US Inc., Comcast Corporation, Charter Communications Inc.
Medium
SEC-10K 0000732712-26-000007
market_structure
Oligopoly
Medium
SEC-10K 0000732712-26-000007
product_revenue_concentration
Consumer segment = 77% of consolidated revenues
Medium
SEC-10K 0000732712-26-000007
capital_return_posture
Dividend+Buyback; $55 billion planned through 2028 including at least $3 billion repurchases in 2026
Medium
SEC-10K 0000732712-26-000007
trade_restriction_exposure
Moderate; tariffs on imported goods and potential reciprocal tariffs; mechanism unquantified
Medium
SEC-10K 0000732712-26-000007
seasonality_pattern
Not stated
Medium
SEC-10K 0000732712-26-000007
liquidity_sufficiency_assertion
Not stated
Medium
SEC-10K 0000732712-26-000007
channel_inventory_exposure
Moderate-High; independent agents and resellers
Medium
SEC-10K 0000732712-26-000007
active_enforcement_matters
Yes; lead sheathed copper cables allegations; regulatory scrutiny and litigation
Medium
SEC-10K 0000732712-26-000007
purchase_commitment_rigidity
Low
Medium
SEC-10K 0000732712-26-000007
cyber_incident_materiality
No
Medium
SEC-10K 0000732712-26-000007
cyber_framework_alignment
NIST CSF
Medium
SEC-10K 0000732712-26-000007
cyber_oversight_body
Audit Committee
Medium
SEC-10K 0000732712-26-000007
currency_risk_exposure
Moderate; British Pound Sterling, Euro, Australian Dollar, Swedish Krona
Medium
SEC-10K 0000732712-26-000007
hedging_program_scope
FX forwards on EUR; cross-currency swaps on GBP, EUR, CHF, CAD, AUD; interest rate swaps on debt; no commodity hedging disclosed
Medium
SEC-10K 0000732712-26-000007
activist_13d_count_1y
0
High
SEC-13D/G registry, subject-verified
blockholder_13g_count_1y
3
High
SEC-13D/G registry, subject-verified
activist_last_13d_date
none in window
High
SEC-13D/G registry, subject-verified

Knowledge Graph — All Sections

monetization_vector
recurring subscription fees + device equipment sales + ancillary services
Medium
SEC-10K 0000732712-26-000007
pricing_architecture
Tiered / negotiated
Medium
SEC-10K 0000732712-26-000007
revenue_model_type
subscription / transactional hybrid (recurring service fees + equipment sales)
Medium
SEC-10K 0000732712-26-000007
customer_acquisition_metric
Direct channels (company-operated stores, sales centers), indirect (agents, national retailers), digital omni-channel
Medium
SEC-10K 0000732712-26-000007
customer_segment_primary
Consumer / Enterprise
Medium
SEC-10K 0000732712-26-000007
customer_segment_secondary
Government / Public sector
Medium
SEC-10K 0000732712-26-000007
business_model_type_primary
Telecom operator / integrated communications provider
Medium
SEC-10K 0000732712-26-000007
business_model_type_secondary
Network operator / infrastructure provider
Medium
SEC-10K 0000732712-26-000007
supply_chain_dependency
High
Medium
SEC-10K 0000732712-26-000007
headcount_cost_structure
Sublinear
Medium
SEC-10K 0000732712-26-000007
geographic_footprint
Primarily domestic (U.S.) with international presence
Medium
SEC-10K 0000732712-26-000007
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
howey_test_risk_index
Low
Medium
SEC-10K 0000732712-26-000007
antitrust_exposure_flag
Yes
Medium
SEC-10K 0000732712-26-000007
data_sovereignty_risk
High
Medium
SEC-10K 0000732712-26-000007
vendor_lock_dependency_score
High
Medium
SEC-10K 0000732712-26-000007
pricing_power_rating
Moderate to Strong
Medium
SEC-10K 0000732712-26-000007
network_effect_present
Partial
Medium
SEC-10K 0000732712-26-000007
switching_cost_profile
Moderate
Medium
SEC-10K 0000732712-26-000007
asset_efficiency_ratio
5.6% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Mixed
Medium
SEC-10K 0000732712-26-000007
interest_rate_sensitivity
Moderate
Medium
SEC-10K 0000732712-26-000007
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
Sublinear
Medium
SEC-10K 0000732712-26-000007
franchise_compliance_risk
N-A
Medium
SEC-10K 0000732712-26-000007
international_expansion_readiness
Moderate
Medium
SEC-10K 0000732712-26-000007
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
0000732712
High
SEC-EDGAR
ticker
VZ
High
SEC-EDGAR
churn_vulnerability_index
Moderate
Medium
SEC-10K 0000732712-26-000007
Filings_Dog_Scope
active_enforcement_matters,antitrust_exposure_flag,business_model_type_primary,business_model_type_secondary,capital_return_posture,channel_inventory_exposure,churn_vulnerability_index,currency_risk_exposure,customer_acquisition_metric,customer_segment_primary,customer_segment_secondary,cyber_framework_alignment,cyber_incident_materiality,cyber_oversight_body,data_sovereignty_risk,employee_headcount,franchise_compliance_risk,geographic_footprint,geopolitical_supply_exposure,headcount_cost_structure,hedging_program_scope,howey_test_risk_index,interest_rate_sensitivity,international_expansion_readiness,key_person_dependency,liquidity_sufficiency_assertion,marginal_cost_of_growth,market_structure,monetization_vector,named_competitors,network_effect_present,pricing_architecture,pricing_power_rating,product_revenue_concentration,purchase_commitment_rigidity,recession_resistance_tier,regulatory_burden_tier,revenue_model_type,seasonality_pattern,supply_chain_dependency,switching_cost_profile,trade_restriction_exposure,vendor_lock_dependency_score
High
SEC-10K 0000732712-26-000007
insider_buys_6m
0
Medium
SEC-Form4 0001760581-26-000063..0001896468-26-000032
insider_sells_6m
8
Medium
SEC-Form4 0001760581-26-000063..0001896468-26-000032
insider_net_shares_6m
-80769
Medium
SEC-Form4 0001760581-26-000063..0001896468-26-000032
insider_last_transaction_date
2026-09-29
Medium
SEC-Form4 0001760581-26-000063..0001896468-26-000032
Insider_Dog_Checked
2026-10-03T13:45|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
Medium
SEC-Form4 registry
employee_headcount
89,900 employees; 89% based in U.S.
Medium
SEC-10K 0000732712-26-000007
key_person_dependency
Low
Medium
SEC-10K 0000732712-26-000007
named_competitors
AT&T Inc., T-Mobile US Inc., Comcast Corporation, Charter Communications Inc.
Medium
SEC-10K 0000732712-26-000007
market_structure
Oligopoly
Medium
SEC-10K 0000732712-26-000007
product_revenue_concentration
Consumer segment = 77% of consolidated revenues
Medium
SEC-10K 0000732712-26-000007
capital_return_posture
Dividend+Buyback; $55 billion planned through 2028 including at least $3 billion repurchases in 2026
Medium
SEC-10K 0000732712-26-000007
trade_restriction_exposure
Moderate; tariffs on imported goods and potential reciprocal tariffs; mechanism unquantified
Medium
SEC-10K 0000732712-26-000007
seasonality_pattern
Not stated
Medium
SEC-10K 0000732712-26-000007
liquidity_sufficiency_assertion
Not stated
Medium
SEC-10K 0000732712-26-000007
channel_inventory_exposure
Moderate-High; independent agents and resellers
Medium
SEC-10K 0000732712-26-000007
active_enforcement_matters
Yes; lead sheathed copper cables allegations; regulatory scrutiny and litigation
Medium
SEC-10K 0000732712-26-000007
purchase_commitment_rigidity
Low
Medium
SEC-10K 0000732712-26-000007
cyber_incident_materiality
No
Medium
SEC-10K 0000732712-26-000007
cyber_framework_alignment
NIST CSF
Medium
SEC-10K 0000732712-26-000007
cyber_oversight_body
Audit Committee
Medium
SEC-10K 0000732712-26-000007
currency_risk_exposure
Moderate; British Pound Sterling, Euro, Australian Dollar, Swedish Krona
Medium
SEC-10K 0000732712-26-000007
hedging_program_scope
FX forwards on EUR; cross-currency swaps on GBP, EUR, CHF, CAD, AUD; interest rate swaps on debt; no commodity hedging disclosed
Medium
SEC-10K 0000732712-26-000007
activist_13d_count_1y
0
High
SEC-13D/G registry, subject-verified
blockholder_13g_count_1y
3
High
SEC-13D/G registry, subject-verified
activist_last_13d_date
none in window
High
SEC-13D/G registry, subject-verified

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_03PENDING——
SKILL_LEGAL_SEC_01PENDING——
SKILL_SHORT_BEAR_01PENDING——
SKILL_MACRO_STRAT_01PENDING——
SKILL_OPS_PARTNER_01PENDING——

Live Status

No Live Status block found.