open-source privacy browser extension
AdNauseam
Industry Open Source
An open-source browser extension built on uBlock Origin that blocks ads and can automatically click blocked ads to obfuscate tracking profiles. AdNauseam scores very well because it gives users a direct privacy-protest tool against ad surveillance, though its click-obfuscation strategy is intentionally adversarial and not a general creator-funding solution.
Why this matters: AdNauseam is one of the clearest anti-surveillance advertising tools: it changes the power relation between trackers and tracked users rather than merely asking adtech to behave better.
Letter grade A Good Medium confidence (AI) Rubric gcd-rubric-v1
* Tentative scaffolding score. Not human-checked or final.
This entry is classified as a small business using observable scale signals: independent control, local or limited operations, and no evidence of public-company or national-chain scale. The small-business calibration keeps the ordinary rubric but reads evidence at person scale: living-wage pricing is not extraction by itself, while worker and contractor treatment, owner surplus, transparency, advertising pressure, dissent tolerance, and recourse matter more. Harm, toxicity, surveillance, labor, coercion, opacity, and hidden-parent penalties are not relaxed.
Applied cap: No structure cap
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
A - Good
The score turns mainly on Ownership; no penalty currently dominates the evaluation.
Strengths
- Ownership8/10
- Extraction8/10
- Governance7/10
Penalties
- No penalties applied in this version.
Evidence state
- ConfidenceMedium confidence (AI)
- ThoroughnessDeveloped (AI)
- Linked claims10
- Direct axis claims10
- Coverage10/13
Scoring Axes
| Axis | Score | Why this score |
|---|---|---|
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control
at 10.
|
8 / 10 |
AdNauseam is organized around the structure described in its public materials rather than democratic ownership by all affected users or workers. Linked evidence
|
Governance
?
Binding decision authority: centralized control at 0, democratic
stakeholder control at 10.
|
7 / 10 |
AdNauseam's linked public materials show a governance model where ordinary users, advertisers, members, or pledge participants do not have full binding control over institutional direction. Linked evidence
|
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured
extraction judgment.
|
8 / 10 |
AdNauseam's model changes the flow of advertising, attention, data, or creator revenue compared with ordinary surveillance advertising. 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.
|
4 / 7 |
AdNauseam is organized around the structure described in its public materials rather than democratic ownership by all affected users or workers. Linked evidence
|
Solidarity with the
Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment,
and non-competes.
|
5 / 7 |
AdNauseam is organized around the structure described in its public materials rather than democratic ownership by all affected users or workers. Linked evidence
|
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and
public obligations.
|
6 / 7 |
AdNauseam is organized around the structure described in its public materials rather than democratic ownership by all affected users or workers. Linked evidence
|
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
|
5 / 5 |
AdNauseam operates in or against the advertising and attention market by changing how consent, tracking, ad placement, creator funding, or marketing ethics work. Linked evidence
|
Product Integrity
?
Preservation of quality rather than degradation for monetization.
|
5 / 5 |
AdNauseam's core product or program is aimed at changing advertising, tracking, data markets, or marketing practice rather than simply maximizing hidden behavioral extraction. Linked evidence
|
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
|
5 / 5 |
AdNauseam's model can scale through software, standards, pledges, advertising buyers, or data-market infrastructure, with different accountability risks depending on control structure. Linked evidence
|
Penalties
No penalties applied in this version.
Bonus Credits
| Bonus | Credit | Why this credit |
|---|---|---|
Openness to Dissent
?
Credit for tolerating internal, user, customer, worker, and public
dissent without retaliation, capture, or viewpoint laundering.
|
2 / 3 |
AdNauseam publicly challenges dominant advertising or tracking practices, creating room for criticism of the existing attention economy. Linked evidence
|
Constitutional Spirit
?
Credit for respecting constitutional rights and civil-liberties norms
even where private law does not strictly require it.
|
3 / 3 |
AdNauseam's public work supports privacy, user autonomy, speech, or information-integrity norms beyond bare legal compliance. Linked evidence
|
Good Deal
?
Credit for unusually fair value: durable quality, fair pricing, low
lock-in, and clear customer surplus.
|
2 / 3 |
AdNauseam gives users, creators, or participating organizations a more legible or fairer value proposition than ordinary opaque advertising markets. Linked evidence
|
Cost Transparency
?
Credit for clear posted prices, all-in fees, unit costs, public rate
cards, margin/cost visibility, or surplus-allocation transparency,
especially in markets where opaque quotes, hidden fees, or
individualized pricing are normal.
|
2 / 3 |
AdNauseam's public materials make parts of the advertising, reward, pledge, or creator-payment exchange more visible than conventional adtech. Linked evidence
|
Confidence Basis
Confidence Basis
Confidence is computed from the evidence trail and review state, not typed into the profile by hand.
Medium 77/100
10 verified linked claims 10 direct axis claims 0 disputed claims 10/13 components covered
This confidence label measures the source-backed evidence trail. AI-scaffolded scores remain tentative until human review.
Claim confidence 20/20
10 verified linked claims
Source quality 11/18
Best source per verified claim, weighted by institutional reliability
Direct axis-specific claims 9/18
10 direct claims across 13 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 8/10
10/13 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.1AdNauseam is organized around the structure described in its public materials rather than democratic ownership by all affected users or workers.
- AdNauseam official siteGeneral web source · 58%
2AdNauseam's public materials show a governance model where ordinary users, advertisers, members, or pledge participants do not have full binding control over institutional direction.
- AdNauseam official siteGeneral web source · 58%
3AdNauseam's model changes the flow of advertising, attention, data, or creator revenue compared with ordinary surveillance advertising.
- AdNauseam official siteGeneral web source · 58%
4AdNauseam operates in or against the advertising and attention market by changing how consent, tracking, ad placement, creator funding, or marketing ethics work.
- AdNauseam official siteGeneral web source · 58%
5AdNauseam's core product or program is aimed at changing advertising, tracking, data markets, or marketing practice rather than simply maximizing hidden behavioral extraction.
- AdNauseam official siteGeneral web source · 58%
6AdNauseam's model can scale through software, standards, pledges, advertising buyers, or data-market infrastructure, with different accountability risks depending on control structure.
- AdNauseam press releaseOfficial self-description · 68%
7AdNauseam publicly challenges dominant advertising or tracking practices, creating room for criticism of the existing attention economy.
- AdNauseam press releaseOfficial self-description · 68%
8AdNauseam's public work supports privacy, user autonomy, speech, or information-integrity norms beyond bare legal compliance.
- AdNauseam press releaseOfficial self-description · 68%
9AdNauseam gives users, creators, or participating organizations a more legible or fairer value proposition than ordinary opaque advertising markets.
- AdNauseam official siteGeneral web source · 58%
10AdNauseam's public materials make parts of the advertising, reward, pledge, or creator-payment exchange more visible than conventional adtech.
- AdNauseam official siteGeneral web source · 58%
Help Improve This Profile
Submit source-backed evidence or challenge a specific claim, source, axis value, or calculation below.
How This Page Is Maintained
Evidence comes in through contributors, is checked by verifiers, and is synthesized by reviewers. Founder authority remains narrow and visible; scores recalculate when verified claims or the rubric change.
Civic Note
Incorporation, limited liability, market access, and other institutional privileges are public grants. Good Companies Directory treats those privileges as conditional on accountability to workers, users, communities, and the public.
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Audit Log
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