Candid / GuideStar

nonprofit transparency platform

Candid / GuideStar

Industry Watchdogs

A nonprofit-data infrastructure organization behind GuideStar profiles and transparency seals for nonprofit public information. Candid / GuideStar scores well because the model leaves more value with stakeholders and ownership is comparatively aligned, though person-dependent governance and ideological disavowal still limits the evaluation.

Why this matters: Nonprofit data infrastructure determines what donors, journalists, and researchers can see about civil-society organizations.

Letter grade B Qualified Medium confidence (AI) Rubric gcd-rubric-v1

Final Score 44* B - Qualified

* Tentative scaffolding score. Not human-checked or final.

Base Material43
Bonus+7
Cap66No structure cap
After Cap50
Penalties-6
!Not Verified
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Evaluation Overview

B - Qualified

The score turns mainly on Extraction, with the largest penalty coming from Reversibility.

Strengths

  • Extraction7/10
  • Ownership6/10
  • Governance6/10

Penalties

  • Reversibility-5
  • Ideological Disavowal-1

Evidence state

  • ConfidenceMedium confidence (AI)
  • ThoroughnessDeveloped (AI)
  • Linked claims15
  • Direct axis claims15
  • Coverage15/15

Scoring Axes

Axis Score Why this score
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control at 10.
6 / 10

Candid combines Foundation Center and GuideStar work to provide nonprofit data, research, and GuideStar nonprofit profiles.

Calibration notes

Comparative anchor: Column-spectrum position: 125 scored entries below, 20 tied, 81 above on Ownership.

Linked evidence
  • context Candid combines Foundation Center and GuideStar work to provide nonprofit data, research, and GuideStar nonprofit profiles. [1]
  • Candid / GuideStar is a nonprofit information platform, not a democratically controlled institution owned by donors, nonprofit workers, or beneficiaries. [2]
Governance
?
Binding decision authority: centralized control at 0, democratic stakeholder control at 10.
6 / 10

Candid combines Foundation Center and GuideStar work to provide nonprofit data, research, and GuideStar nonprofit profiles.

Calibration notes

Comparative anchor: Column-spectrum position: 148 scored entries below, 14 tied, 64 above on Governance.

Uncertainty
  • Priority page: add more axis-specific research over time to make the comparative placement harder to dispute.
Linked evidence
  • Candid combines Foundation Center and GuideStar work to provide nonprofit data, research, and GuideStar nonprofit profiles. [1]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.
7 / 10

Candid combines Foundation Center and GuideStar work to provide nonprofit data, research, and GuideStar nonprofit profiles.

Calibration notes

Comparative anchor: Column-spectrum position: 140 scored entries below, 32 tied, 54 above on Extraction.

Linked evidence
  • context Candid combines Foundation Center and GuideStar work to provide nonprofit data, research, and GuideStar nonprofit profiles. [1]
  • Candid reduces information extraction in philanthropy by publishing nonprofit data, while still centralizing access and interpretation inside a nonprofit data platform. [3]
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.
3 / 7

Candid combines Foundation Center and GuideStar work to provide nonprofit data, research, and GuideStar nonprofit profiles.

Calibration notes

Comparative anchor: Column-spectrum position: 45 scored entries below, 66 tied, 115 above on Labor Sovereignty.

Linked evidence
  • context Candid combines Foundation Center and GuideStar work to provide nonprofit data, research, and GuideStar nonprofit profiles. [1]
  • Candid’s nonprofit profiles and transparency seals provide public data but do not give nonprofit workers or affected communities binding control over listed organizations. [4]
Solidarity with the Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment, and non-competes.
2 / 7

Candid combines Foundation Center and GuideStar work to provide nonprofit data, research, and GuideStar nonprofit profiles.

Calibration notes

Comparative anchor: Column-spectrum position: 31 scored entries below, 49 tied, 146 above on Solidarity with the Unemployed.

Linked evidence
  • context Candid combines Foundation Center and GuideStar work to provide nonprofit data, research, and GuideStar nonprofit profiles. [1]
  • Candid’s public nonprofit data can help route resources toward need, but the platform itself does not directly protect unemployed or excluded people. [5]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and public obligations.
5 / 7

Candid combines Foundation Center and GuideStar work to provide nonprofit data, research, and GuideStar nonprofit profiles.

Calibration notes

Comparative anchor: Column-spectrum position: 119 scored entries below, 43 tied, 64 above on Loss-Bearing Fidelity.

Linked evidence
  • context Candid combines Foundation Center and GuideStar work to provide nonprofit data, research, and GuideStar nonprofit profiles. [1]
  • Candid encourages disclosure of mission, programs, finances, and results, but it does not itself bear the operational risks of the nonprofits it profiles. [6]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
5 / 5

Candid combines Foundation Center and GuideStar work to provide nonprofit data, research, and GuideStar nonprofit profiles.

Calibration notes

Comparative anchor: Column-spectrum position: 180 scored entries below, 46 tied, 0 above on Market Conduct.

Linked evidence
  • context Candid combines Foundation Center and GuideStar work to provide nonprofit data, research, and GuideStar nonprofit profiles. [1]
  • GuideStar profiles and transparency seals improve donor and researcher market conduct by reducing search costs and making nonprofit claims easier to compare. [7]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
5 / 5

Candid combines Foundation Center and GuideStar work to provide nonprofit data, research, and GuideStar nonprofit profiles.

Calibration notes

Comparative anchor: Column-spectrum position: 134 scored entries below, 92 tied, 0 above on Product Integrity.

Linked evidence
  • context Candid combines Foundation Center and GuideStar work to provide nonprofit data, research, and GuideStar nonprofit profiles. [1]
  • Candid’s core product is nonprofit data and research infrastructure with real public value for donors, researchers, journalists, and civil society. [8]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
4 / 5

Candid combines Foundation Center and GuideStar work to provide nonprofit data, research, and GuideStar nonprofit profiles.

Calibration notes

Comparative anchor: Column-spectrum position: 109 scored entries below, 81 tied, 36 above on Scale Integrity.

Linked evidence
  • context Candid combines Foundation Center and GuideStar work to provide nonprofit data, research, and GuideStar nonprofit profiles. [1]
  • Candid scales nonprofit transparency across many organizations, making its data model valuable while also giving one platform substantial interpretive power. [9]

Penalties

Penalty Applied Why this penalty
Reversibility
?
Applied when positive conduct depends on current living leaders, founders, family owners, or other person-contingent governance rather than durable structure. Range: -5 to 0.
-5

The organization’s positive conduct depends materially on current leadership, nonprofit or platform policy, accreditation rules, religious culture, or discretionary operating practice rather than on locked worker or affected-stakeholder control.

Calibration notes

Comparative anchor: Column-spectrum position: 0 scored entries below, 95 tied, 131 above on Reversibility.

Linked evidence
  • The organization’s positive conduct depends materially on current leadership, nonprofit or platform policy, accreditation rules, religious culture, or discretionary operating practice rather than on locked worker or affected-stakeholder control. [14]
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

Candid / GuideStar's public framing is assessed as ideological-disavowal evidence because Candid / GuideStar shows bounded neutrality theater: some contested choices are softened through…

Calibration notes

Comparative anchor: Ideological Disavowal 0 to -3 recalibration: 0 for explicit standpoint or no penalty-level neutrality theater; -1 for bounded softening of contested choices; -2 for strong neutrality theater by a powerful institution; -3 for major gatekeeping or coercive power presented as neutral, necessary, objective, or non-ideological.

Uncertainty
  • This recalibration uses public self-presentation and profile evidence; later review should add direct language-analysis evidence for high-impact institutions.
Linked evidence
  • Candid / GuideStar's public framing is assessed as ideological-disavowal evidence because Candid / GuideStar shows bounded neutrality theater: some contested choices are softened through expertise, public-interest, professional, market, safety, or institutional language, but the record does not show dominant concealment of standpoint. [15]

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

Candid increases public visibility into nonprofit records, though the data platform itself remains centrally governed.

Calibration notes

Comparative anchor: Column-spectrum position: 188 scored entries below, 11 tied, 27 above on Openness to Dissent.

Linked evidence
  • Candid increases public visibility into nonprofit records, though the data platform itself remains centrally governed. [10]
Constitutional Spirit
?
Credit for respecting constitutional rights and civil-liberties norms even where private law does not strictly require it.
2 / 3

Candid’s nonprofit information infrastructure supports public accountability by making civil-society records easier to inspect.

Calibration notes

Comparative anchor: Column-spectrum position: 188 scored entries below, 23 tied, 15 above on Constitutional Spirit.

Linked evidence
  • Candid’s nonprofit information infrastructure supports public accountability by making civil-society records easier to inspect. [11]
Good Deal
?
Credit for unusually fair value: durable quality, fair pricing, low lock-in, and clear customer surplus.
1 / 3

Candid makes nonprofit profile data broadly searchable, creating public-interest value for donors and researchers.

Calibration notes

Comparative anchor: Column-spectrum position: 163 scored entries below, 21 tied, 42 above on Good Deal.

Linked evidence
  • Candid makes nonprofit profile data broadly searchable, creating public-interest value for donors and researchers. [12]
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.
3 / 3

GuideStar transparency seals encourage nonprofits to publish progressively richer information on mission, programs, finances, and results.

Calibration notes

Comparative anchor: Column-spectrum position: 214 scored entries below, 12 tied, 0 above on Cost Transparency.

Linked evidence
  • GuideStar transparency seals encourage nonprofits to publish progressively richer information on mission, programs, finances, and results. [13]

Confidence Basis

Confidence Basis

Confidence is computed from the evidence trail and review state, not typed into the profile by hand.

Medium 78/100

15 verified linked claims 15 direct axis claims 0 disputed claims 15/15 components covered

This confidence label measures the source-backed evidence trail. AI-scaffolded scores remain tentative until human review.

Claim confidence 13/20

15 verified linked claims

Source quality 12/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 14/18

15 direct claims across 15 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

15/15 evidence-bearing components have direct support

Evidence State

Evidence State

Profile stateAI draft / human-pending
VerificationUnverified
ConfidenceMedium confidence (AI)
ThoroughnessDeveloped (AI)
Correction routeUse “Challenge this rating” for factual errors, missing counterevidence, source problems, or calculation mistakes.
Company responseCompany representatives can submit source-backed corrections; payment never changes scores or reviewer authority.

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.
1Candid combines Foundation Center and GuideStar work to provide nonprofit data, research, and GuideStar nonprofit profiles.

Governance Verified Medium confidence Human-reviewed

2Candid / GuideStar is a nonprofit information platform, not a democratically controlled institution owned by donors, nonprofit workers, or beneficiaries.

Ownership Verified Medium confidence Human-reviewed

3Candid reduces information extraction in philanthropy by publishing nonprofit data, while still centralizing access and interpretation inside a nonprofit data platform.

Extraction Verified Medium confidence Human-reviewed

4Candid’s nonprofit profiles and transparency seals provide public data but do not give nonprofit workers or affected communities binding control over listed organizations.

Labor Sovereignty Verified Medium confidence Human-reviewed

5Candid’s public nonprofit data can help route resources toward need, but the platform itself does not directly protect unemployed or excluded people.

Solidarity Unemployed Verified Medium confidence Human-reviewed

6Candid encourages disclosure of mission, programs, finances, and results, but it does not itself bear the operational risks of the nonprofits it profiles.

Loss Bearing Fidelity Verified Medium confidence Human-reviewed

7GuideStar profiles and transparency seals improve donor and researcher market conduct by reducing search costs and making nonprofit claims easier to compare.

Market Conduct Verified Medium confidence Human-reviewed

8Candid’s core product is nonprofit data and research infrastructure with real public value for donors, researchers, journalists, and civil society.

Product Integrity Verified Medium confidence Human-reviewed

9Candid scales nonprofit transparency across many organizations, making its data model valuable while also giving one platform substantial interpretive power.

Scale Integrity Verified Medium confidence Human-reviewed

10Candid increases public visibility into nonprofit records, though the data platform itself remains centrally governed.

Openness To Dissent Verified Medium confidence Human-reviewed

11Candid’s nonprofit information infrastructure supports public accountability by making civil-society records easier to inspect.

Constitutional Spirit Verified Medium confidence Human-reviewed

12Candid makes nonprofit profile data broadly searchable, creating public-interest value for donors and researchers.

Good Deal Verified Medium confidence Human-reviewed

13GuideStar transparency seals encourage nonprofits to publish progressively richer information on mission, programs, finances, and results.

Cost Transparency Verified Medium confidence Human-reviewed

14The organization’s positive conduct depends materially on current leadership, nonprofit or platform policy, accreditation rules, religious culture, or discretionary operating practice rather than on locked worker or affected-stakeholder control.

Reversibility Verified Medium confidence Human-reviewed

15Candid / GuideStar's public framing is assessed as ideological-disavowal evidence because Candid / GuideStar shows bounded neutrality theater: some contested choices are softened through expertise, public-interest, professional, market, safety, or institutional language, but the record does not show dominant concealment of standpoint.

Ideological Disavowal Verified Medium confidence AI-generated / human-pending

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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.

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