public radio and audio company
Cumulus Media
Industry Entertainment
A public audio company operating local radio stations, Westwood One, syndicated sports/news/talk programming, and podcast products. Cumulus preserves some local and national audio access, but shareholder governance, debt pressure, advertising economics, and listener-data practices keep the score low.
Why this matters: Cumulus Media is a major radio competitor beside iHeartMedia, Audacy, SiriusXM/Pandora, Salem, and Urban One.
Letter grade D Extractive Medium confidence (AI) Rubric gcd-rubric-v1
* Tentative scaffolding score. Not human-checked or final.
Request verification to have the evidence record checked against primary materials and organization-supplied documents. Verification does not buy a higher score; scores change only when review finds factual errors, omissions, or miscalibration.
Evaluation Overview
D - Extractive
The score turns mainly on Product Integrity, with the largest penalty coming from Accountability Opacity.
Strengths
- Product Integrity3/5
- Extraction2/10
- Solidarity with the Unemployed2/7
Penalties
- Accountability Opacity-2
- Identity Capture-2
- Surveillance Capture-2
- Ecological Harm-1
Evidence state
- ConfidenceMedium confidence (AI)
- ThoroughnessDeveloped (AI)
- Linked claims25
- Direct axis claims16
- Coverage16/16
Scoring Axes
| Axis | Score | Why this score |
|---|---|---|
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control
at 10.
|
1 / 10 |
Cumulus Media is controlled through corporate ownership and executive management rather than listener, viewer, worker, newsroom, or affected-community ownership. Linked evidence
|
Governance
?
Binding decision authority: centralized control at 0, democratic
stakeholder control at 10.
|
1 / 10 |
Cumulus Media does not provide binding democratic governance for workers, audiences, local communities, or other affected stakeholders over its media operations. Linked evidence
|
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured
extraction judgment.
|
2 / 10 |
Cumulus Media monetizes attention and audience access through advertising, distribution, subscription, or investor-return structures, so useful media access remains tied to extractive revenue pressure. Linked evidence
|
Labor Sovereignty
?
Worker power: coercive conditions at 0, co-determination or ownership at
7. Employee dissatisfaction matters only when source-backed evidence
shows concrete limits on worker agency, such as coercive scheduling,
retaliation, wage theft, harassment, unsafe conditions, suppression of
worker voice, or extreme turnover.
|
1 / 7 |
Cumulus Media appears to provide conventional media employment rather than worker-controlled labor governance, co-determination, or durable collective authority. Linked evidence
|
Solidarity with the
Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment,
and non-competes.
|
2 / 7 |
Cumulus Media receives limited credit where its programming or audience role serves underserved communities, but the record does not show robust institutional support for workers outside employment or audiences outside monetizable segments. Linked evidence
|
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and
public obligations.
|
1 / 7 |
Cumulus Media has some public-service or local-media function, but the evidence does not show a durable willingness to absorb major financial losses to protect workers, communities, or editorial independence. Linked evidence
|
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
|
2 / 5 |
Cumulus Media competes in commercial media markets through advertising, distribution, retransmission, or audience aggregation, producing moderate lock-in and bargaining-power concerns. Linked evidence
|
Product Integrity
?
Preservation of quality rather than degradation for monetization.
|
3 / 5 |
Cumulus Media provides real news, audio, entertainment, or cultural access, while product quality is constrained by advertising load, platform packaging, syndication, or centralized commercial priorities. Linked evidence
|
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
|
2 / 5 |
Cumulus Media shows the mixed scale pattern of commercial media: reach expands access, but consolidation weakens local accountability and concentrates agenda-setting or advertising power. Linked evidence
|
Penalties
| Penalty | Applied | Why this penalty |
|---|---|---|
Ecological Harm
?
Footprint, trajectory, irreversibility, culpability, and scale,
including whether ecological harm is central to the model and continued
after credible notice. Range: -30 to 0.
|
-1 |
Cumulus Media has a lower direct ecological footprint than heavy industry, but large broadcast, office, event, streaming, and digital-advertising infrastructure still creates some material footprint. Linked evidence
|
Youth Capture
?
Manipulative youth-directed marketing, youth-data or attention
monetization, collectible/add-on traps, parasocial or identity capture,
surprise mechanics, or treating young people as lower-disclosure
consumers. Making useful toys or welcoming children is not itself
penalized. Range: -5 to 0.
|
-1 |
Cumulus Media operates audience, entertainment, contest, app, or advertising systems that can reach younger audiences, creating some youth-attention and youth-data concern even if children are not the sole market. Linked evidence
|
Accountability Opacity
?
Material opacity, reputation laundering, or hidden accountability
structures that prevent public accountability. Range: -2 to 0.
|
-2 |
Cumulus Media gives basic corporate and privacy disclosures, but ownership, advertising, data-sharing, distribution economics, and editorial-control implications remain difficult for ordinary audiences to evaluate. Linked evidence
|
Identity Capture
?
Customer pressure, employee pressure, and pervasive identity saturation.
Range: -3 to 0.
|
-2 |
Cumulus Media builds loyalty around lifestyle, local identity, political identity, religious identity, fandom, music taste, or community affiliation, turning identity into monetizable audience capture. Linked evidence
|
Surveillance Capture
?
Invasive surveillance, unreasonably non-optional tracking, facial
recognition, biometric identification, or AI behavior scanning of
customers, workers, bystanders, or the public. Range: -5 to 0.
|
-2 |
Cumulus Media privacy materials describe collection, sharing, targeting, analytics, app, cookie, or advertising uses of personal information across digital media services. Linked evidence
|
Ideological Disavowal
?
Concealed ideology presented as neutrality, expertise, professional
necessity, public-service administration, market inevitability, or
non-ideological common sense while exercising power. Range: -3 to 0.
|
-1 |
Cumulus Media is penalized only where it presents commercially or institutionally situated media judgment as neutral public service without fully exposing the underlying ownership, advertising, or editorial incentives. Linked evidence
|
Bonus Credits
| Bonus | Credit | Why this credit |
|---|---|---|
Good Deal
?
Credit for unusually fair value: durable quality, fair pricing, low
lock-in, and clear customer surplus.
|
1 / 3 |
Cumulus Media offers some free or broadly available media access, but the value is paid for through advertising, data collection, attention capture, or bundled distribution economics. Linked evidence
|
Confidence Basis
Confidence Basis
Confidence is computed from the evidence trail and review state, not typed into the profile by hand.
Medium 78/100
25 verified linked claims 16 direct axis claims 0 disputed claims 16/16 components covered
This confidence label measures the source-backed evidence trail. AI-scaffolded scores remain tentative until human review.
Claim confidence 13/20
25 verified linked claims
Source quality 12/18
Best source per verified claim, weighted by institutional reliability
Direct axis-specific claims 14/18
16 direct claims across 16 active components
Dispute load 12/12
0 disputed claims on this entity
Recency 10/10
Newest accepted timestamp: May 13, 2026
Reviewer status 7/12
Human-reviewed components score higher than AI scaffolding
Component coverage 10/10
16/16 evidence-bearing components have direct support
Evidence State
Evidence State
Claims and Sources
Claims are the evidence record. Each claim needs a source link, axis category, status, confidence level, and timestamp before it can support a score.
* Tentative scaffolding score. Not human-checked or final.1Cumulus Media is controlled through corporate ownership and executive management rather than listener, viewer, worker, newsroom, or affected-community ownership.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
2Cumulus Media does not provide binding democratic governance for workers, audiences, local communities, or other affected stakeholders over its media operations.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
3Cumulus Media monetizes attention and audience access through advertising, distribution, subscription, or investor-return structures, so useful media access remains tied to extractive revenue pressure.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
4Cumulus Media appears to provide conventional media employment rather than worker-controlled labor governance, co-determination, or durable collective authority.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
5Cumulus Media receives limited credit where its programming or audience role serves underserved communities, but the record does not show robust institutional support for workers outside employment or audiences outside monetizable segments.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
6Cumulus Media has some public-service or local-media function, but the evidence does not show a durable willingness to absorb major financial losses to protect workers, communities, or editorial independence.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
7Cumulus Media competes in commercial media markets through advertising, distribution, retransmission, or audience aggregation, producing moderate lock-in and bargaining-power concerns.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
8Cumulus Media provides real news, audio, entertainment, or cultural access, while product quality is constrained by advertising load, platform packaging, syndication, or centralized commercial priorities.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
9Cumulus Media shows the mixed scale pattern of commercial media: reach expands access, but consolidation weakens local accountability and concentrates agenda-setting or advertising power.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
10The available public record for Cumulus Media does not show unusually strong, binding protection for worker, audience, newsroom, or public dissent beyond ordinary corporate process.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
11Cumulus Media receives limited credit where local journalism or public-affairs programming supports civic information, but the structure is still commercial and management-controlled.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
12Cumulus Media offers some free or broadly available media access, but the value is paid for through advertising, data collection, attention capture, or bundled distribution economics.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
13Cumulus Media does not provide unusually clear public cost, margin, advertising, retransmission, or surplus-allocation transparency for audiences and affected communities.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
14The available public record for Cumulus Media does not document a rare non-punitive anti-mobbing or anti-scapegoating institutional practice strong enough for this bonus.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
15The score for Cumulus Media is not being raised because of a specific living founder or leader whose personal control would make the positive conduct unusually reversible.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
16The available evidence for Cumulus Media does not describes conduct considered under Human Harm beyond ordinary commercial-media harms already captured elsewhere.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
17The available evidence for Cumulus Media does not show direct institutional coercive violence, armed repression, detention abuse, or violent domination.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
18Cumulus Media has a lower direct ecological footprint than heavy industry, but large broadcast, office, event, streaming, and digital-advertising infrastructure still creates some material footprint.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
19The ordinary use of Cumulus Media media products does not itself create a material toxic-product exposure comparable to chemicals, weapons, tobacco, or unsafe consumer goods.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
20Cumulus Media operates audience, entertainment, contest, app, or advertising systems that can reach younger audiences, creating some youth-attention and youth-data concern even if children are not the sole market.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
21Cumulus Media retains conduct relevant to the this penalty: where recurring subscriptions, bundled distribution, account registration, or cancellation-friction risks are material to the consumer relationship.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
22Cumulus Media gives basic corporate and privacy disclosures, but ownership, advertising, data-sharing, distribution economics, and editorial-control implications remain difficult for ordinary audiences to evaluate.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
23Cumulus Media builds loyalty around lifestyle, local identity, political identity, religious identity, fandom, music taste, or community affiliation, turning identity into monetizable audience capture.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
24Cumulus Media privacy materials describe collection, sharing, targeting, analytics, app, cookie, or advertising uses of personal information across digital media services.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
25Cumulus Media is penalized only where it presents commercially or institutionally situated media judgment as neutral public service without fully exposing the underlying ownership, advertising, or editorial incentives.
- Cumulus Media about pageOfficial self-description · 68%
- Cumulus Media investorsOfficial self-description · 68%
- Cumulus Media privacy policyOfficial self-description · 68%
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