student public-interest organizing network
Student PIRGs
Industry Education
A student organizing network with chapters and projects on campuses, training students on climate, public health, democracy, hunger, homelessness, and textbook affordability campaigns. It scores low because it does real public-interest work but also turns student idealism, fees, lists, and leadership development into a durable advocacy pipeline.
Why this matters: Student PIRGs is listed separately because the youth and campus power relation is different from ordinary nonprofit advocacy.
Letter grade D Extractive High confidence (AI) Rubric gcd-rubric-v1 Parent / owner: The Public Interest Network
The Public Interest Network lists Student PIRGs among its groups.
* 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.
The parent profile is currently rated D (Extractive, 28*). This subsidiary is not mechanically capped at the parent score, but parent control is part of the ownership, governance, policy, accountability opacity, reversibility, and harm analysis.
Evaluation Overview
D - Extractive
The score turns mainly on Solidarity with the Unemployed, with the largest penalty coming from Youth Capture.
Strengths
- Solidarity with the Unemployed4/7
- Product Integrity4/5
- Scale Integrity4/5
Penalties
- Youth Capture-4
- Policy Capture-3
- Identity Capture-3
- Subscription Capture-2
Evidence state
- ConfidenceHigh confidence (AI)
- ThoroughnessDeveloped (AI)
- Linked claims18
- Direct axis claims18
- Coverage18/18
Scoring Axes
| Axis | Score | Why this score |
|---|---|---|
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control
at 10.
|
3 / 10 |
Student PIRGs's public record identifies it as a nonprofit, advocacy network, recruiting organization, student group, research center, or electoral advocacy organization rather than a worker-owned or user-owned cooperative. Linked evidence
|
Governance
?
Binding decision authority: centralized control at 0, democratic
stakeholder control at 10.
|
3 / 10 |
Student PIRGs's linked public materials do not show binding democratic control by ordinary workers, donors, canvassers, students, constituents, or affected communities. Linked evidence
|
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured
extraction judgment.
|
3 / 10 |
Student PIRGs's operating model converts donations, dues, student fees, volunteer labor, campaign work, public attention, or research into advocacy capacity. 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.
|
2 / 7 |
Student PIRGs's worker-power record is evaluated against public descriptions of staff roles, recruiting pipelines, canvassing work, union activity, or NLRB/labor records where available. Linked evidence
|
Solidarity with the
Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment,
and non-competes.
|
4 / 7 |
Student PIRGs's mission or services address public goods such as consumer protection, environmental health, democracy, education affordability, or pollution cleanup rather than ordinary private consumption. Linked evidence
|
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and
public obligations.
|
3 / 7 |
Student PIRGs's advocacy, research, organizing, or community-support work can shift some problem-solving costs away from isolated individuals and toward organized public action. Linked evidence
|
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
|
2 / 5 |
Student PIRGs's conduct is evaluated as advocacy-market conduct: recruitment, canvassing, donor acquisition, student-fee funding, policy pressure, research publication, and public campaign framing. Linked evidence
|
Product Integrity
?
Preservation of quality rather than degradation for monetization.
|
4 / 5 |
Student PIRGs's core output is advocacy, research, organizing, recruiting, electoral support, or community training rather than a physical consumer product. Linked evidence
|
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
|
4 / 5 |
Student PIRGs's scale and network position determine whether its campaigns create broad public benefit, concentrated institutional control, or both. Linked evidence
|
Penalties
| Penalty | Applied | Why this penalty |
|---|---|---|
Policy Capture
?
Private-interest attempts to bend law, regulation, subsidies, taxes,
enforcement, trade, labor, safety, competition, environmental,
healthcare, housing, surveillance, civil-liberties, or consumer policy
against workers, customers, citizens, affected communities, or
ecological life. Public-interest advocacy is not penalized merely
because it is lobbying. Range: -15 to 0.
|
-3 |
Student PIRGs's own materials describe policy advocacy, lobbying, candidate support, public-pressure campaigns, or citizen mobilization aimed at changing public rules. 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.
|
-4 |
Student PIRGs's model recruits, trains, bills, or mobilizes students and young organizers, making youth-culture and early-career capture a direct axis-specific concern. Linked evidence
|
Subscription Capture
?
Manipulative recurring-payment, automatic-renewal,
cancellation-friction, bundling, trial-conversion, or refund designs
that profit from inertia or confusion. Range: -5 to 0.
|
-2 |
Student PIRGs's model includes recurring donations, student-fee pledges, membership fundraising, or contact acquisition that can outlast the initial moment of consent. Linked evidence
|
Accountability Opacity
?
Material opacity, reputation laundering, or hidden accountability
structures that prevent public accountability. Range: -2 to 0.
|
-2 |
Student PIRGs's public materials do not give a complete plain-language map of governance control, related entities, fund flows, staff power, and constituent consent. Linked evidence
|
Identity Capture
?
Customer pressure, employee pressure, and pervasive identity saturation.
Range: -3 to 0.
|
-3 |
Student PIRGs's mission framing can bind staff, students, donors, and volunteers to a moralized activist identity as well as to specific practical public goals. 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.
|
-2 |
Student PIRGs's public language often presents a contested political program as public interest, fairness, science, democracy, or nonpartisan necessity rather than as an explicit ideological standpoint. Linked evidence
|
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.
|
1 / 3 |
Student PIRGs's advocacy challenges corporate, governmental, or institutional power in public policy disputes, which can create some civic space for dissent. Linked evidence
|
Constitutional Spirit
?
Credit for respecting constitutional rights and civil-liberties norms
even where private law does not strictly require it.
|
1 / 3 |
Student PIRGs's work uses research, litigation, public education, policy advocacy, or electoral engagement to contest stronger institutions through civic channels. Linked evidence
|
Good Deal
?
Credit for unusually fair value: durable quality, fair pricing, low
lock-in, and clear customer surplus.
|
1 / 3 |
Student PIRGs's public-facing work can give people research, organizing help, consumer protection, environmental benefit, or civic capacity without ordinary purchase lock-in. Linked evidence
|
Confidence Basis
Confidence Basis
Confidence is computed from the evidence trail and review state, not typed into the profile by hand.
High 80/100
18 verified linked claims 18 direct axis claims 0 disputed claims 18/18 components covered
This confidence label measures the source-backed evidence trail. AI-scaffolded scores remain tentative until human review.
Claim confidence 16/20
18 verified linked claims
Source quality 12/18
Best source per verified claim, weighted by institutional reliability
Direct axis-specific claims 14/18
18 direct claims across 18 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
18/18 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.1Student PIRGs's public record identifies it as a nonprofit, advocacy network, recruiting organization, student group, research center, or electoral advocacy organization rather than a worker-owned or user-owned cooperative.
- Student PIRGs who we areGeneral web source · 58%
2Student PIRGs's public materials do not show binding democratic control by ordinary workers, donors, canvassers, students, constituents, or affected communities.
- Student PIRGs who we areGeneral web source · 58%
3Student PIRGs's operating model converts donations, dues, student fees, volunteer labor, campaign work, public attention, or research into advocacy capacity.
- Student PIRGs who we areGeneral web source · 58%
4Student PIRGs's worker-power record is evaluated against public descriptions of staff roles, recruiting pipelines, canvassing work, union activity, or NLRB/labor records where available.
- Student PIRGs annual report 2024-2025Primary institutional record · 90%
5Student PIRGs's mission or services address public goods such as consumer protection, environmental health, democracy, education affordability, or pollution cleanup rather than ordinary private consumption.
- Student PIRGs who we areGeneral web source · 58%
6Student PIRGs's advocacy, research, organizing, or community-support work can shift some problem-solving costs away from isolated individuals and toward organized public action.
- Student PIRGs who we areGeneral web source · 58%
7Student PIRGs's conduct is evaluated as advocacy-market conduct: recruitment, canvassing, donor acquisition, student-fee funding, policy pressure, research publication, and public campaign framing.
- Student PIRGs annual report 2024-2025Primary institutional record · 90%
8Student PIRGs's core output is advocacy, research, organizing, recruiting, electoral support, or community training rather than a physical consumer product.
- Student PIRGs who we areGeneral web source · 58%
9Student PIRGs's scale and network position determine whether its campaigns create broad public benefit, concentrated institutional control, or both.
- Student PIRGs annual report 2024-2025Primary institutional record · 90%
10Student PIRGs's advocacy challenges corporate, governmental, or institutional power in public policy disputes, which can create some civic space for dissent.
- Student PIRGs who we areGeneral web source · 58%
11Student PIRGs's work uses research, litigation, public education, policy advocacy, or electoral engagement to contest stronger institutions through civic channels.
- Student PIRGs who we areGeneral web source · 58%
12Student PIRGs's public-facing work can give people research, organizing help, consumer protection, environmental benefit, or civic capacity without ordinary purchase lock-in.
- Student PIRGs who we areGeneral web source · 58%
13Student PIRGs's own materials describe policy advocacy, lobbying, candidate support, public-pressure campaigns, or citizen mobilization aimed at changing public rules.
- Student PIRGs who we areGeneral web source · 58%
14Student PIRGs's model recruits, trains, bills, or mobilizes students and young organizers, making youth-culture and early-career capture a direct axis-specific concern.
- Student PIRGs who we areGeneral web source · 58%
15Student PIRGs's model includes recurring donations, student-fee pledges, membership fundraising, or contact acquisition that can outlast the initial moment of consent.
- Student PIRGs who we areGeneral web source · 58%
16Student PIRGs's public materials do not give a complete plain-language map of governance control, related entities, fund flows, staff power, and constituent consent.
- Student PIRGs annual report 2024-2025Primary institutional record · 90%
17Student PIRGs's mission framing can bind staff, students, donors, and volunteers to a moralized activist identity as well as to specific practical public goals.
- Student PIRGs who we areGeneral web source · 58%
18Student PIRGs's public language often presents a contested political program as public interest, fairness, science, democracy, or nonpartisan necessity rather than as an explicit ideological standpoint.
- Student PIRGs who we areGeneral web source · 58%
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