humanitarian cash-transfer nonprofit

GiveDirectly

Industry Aid

A nonprofit that sends cash directly to people living in poverty and publishes extensive evidence, research, and financial information about cash-transfer programs. GiveDirectly scores well because the model leaves more value with stakeholders and ownership is comparatively aligned, though person-dependent governance still limits the evaluation.

Why this matters: Direct cash transfers test whether aid can reduce institutional paternalism rather than expanding it.

Letter grade A Good Medium confidence (AI) Rubric gcd-rubric-v1 Last reviewed May 7, 2026

Final Score 61* A - Good

AGOOD61 pts

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

Base Material57

Bonus+10

Cap66No structure cap

After Cap66

Penalties-5

!Not Verified

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Evaluation Overview

A - Good

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

Strengths

Extraction9/10
Ownership8/10
Governance7/10

Penalties

Reversibility-5

Evidence state

ConfidenceMedium confidence (AI)
ThoroughnessDeveloped (AI)
Linked claims8
Direct axis claims7
Coverage7/14

Scoring Axes

Axis	Score	Why this score
Ownership ? Control rights: shareholder-dominated at 0, worker cooperative control at 10.	8 / 10	GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. Calibration notes Comparative anchor: Column-spectrum position: 168 scored entries below, 32 tied, 26 above on Ownership. Linked evidence context GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. [1] context GiveDirectly emphasizes evidence for cash transfers and publishes research on its programs and impacts. [2]
Governance ? Binding decision authority: centralized control at 0, democratic stakeholder control at 10.	7 / 10	GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. That places GiveDirectly in the middle of Governance: there are accountability mechanisms, but they stop short of broad democratic control. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Calibration notes Comparative anchor: Column-spectrum position: 163 scored entries below, 28 tied, 35 above on Governance. Linked evidence GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. [1] context GiveDirectly emphasizes evidence for cash transfers and publishes research on its programs and impacts. [2]
Extraction ? Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.	9 / 10	GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. That places GiveDirectly high on Extraction: surplus is structurally routed toward workers, producers, users, or public benefit instead of being primarily captured upward. A still-higher or maximum value requires stronger proof that this structure is durable, broad, and not merely discretionary. Calibration notes Comparative anchor: Column-spectrum position: 208 scored entries below, 18 tied, 0 above on Extraction. Linked evidence context GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. [1] context GiveDirectly emphasizes evidence for cash transfers and publishes research on its programs and impacts. [2]
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	GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. That places GiveDirectly in the middle of Labor Sovereignty: workers or participants have some protection or agency, but not enough binding power to control the relationship. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Calibration notes Comparative anchor: Column-spectrum position: 112 scored entries below, 39 tied, 75 above on Labor Sovereignty. Linked evidence context GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. [1] context GiveDirectly emphasizes evidence for cash transfers and publishes research on its programs and impacts. [2]
Solidarity with the Unemployed ? Treatment of exits and nonworkers, including severance, redeployment, and non-competes.	7 / 7	GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. That places GiveDirectly high on Solidarity with the Unemployed: the institution materially supports people outside ordinary employment rather than treating exit as abandonment. A still-higher or maximum value requires stronger proof that this structure is durable, broad, and not merely discretionary. Calibration notes Comparative anchor: Column-spectrum position: 220 scored entries below, 6 tied, 0 above on Solidarity with the Unemployed. Linked evidence context GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. [1] context GiveDirectly emphasizes evidence for cash transfers and publishes research on its programs and impacts. [2]
Loss-Bearing Fidelity ? Willingness to absorb costs to preserve values, workers, users, and public obligations.	7 / 7	GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. Calibration notes Comparative anchor: Column-spectrum position: 218 scored entries below, 8 tied, 0 above on Loss-Bearing Fidelity. Linked evidence context GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. [1] context GiveDirectly emphasizes evidence for cash transfers and publishes research on its programs and impacts. [2]
Market Conduct ? Pricing fairness, switching costs, lock-in, and rent extraction.	5 / 5	GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. That places GiveDirectly high on Market Conduct: pricing, access, switching, and bargaining practices show restraint compared with ordinary rent-seeking competitors. A still-higher or maximum value requires stronger proof that this structure is durable, broad, and not merely discretionary. Calibration notes Comparative anchor: Column-spectrum position: 180 scored entries below, 46 tied, 0 above on Market Conduct. Linked evidence context GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. [1] context GiveDirectly emphasizes evidence for cash transfers and publishes research on its programs and impacts. [2]
Product Integrity ? Preservation of quality rather than degradation for monetization.	5 / 5	GiveDirectly emphasizes evidence for cash transfers and publishes research on its programs and impacts. GiveDirectly emphasizes evidence for cash transfers and publishes research on its programs and impacts. That places GiveDirectly high on Product Integrity: the core offering is genuinely useful and comparatively less dependent on traps, degradation, or harmful dependencies. A still-higher or maximum value requires stronger proof that this structure is durable, broad, and not merely discretionary. Calibration notes Comparative anchor: Column-spectrum position: 134 scored entries below, 92 tied, 0 above on Product Integrity. Linked evidence context GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. [1] GiveDirectly emphasizes evidence for cash transfers and publishes research on its programs and impacts. [2]
Scale Integrity ? Whether growth improves or degrades fairness and accountability.	5 / 5	GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. Calibration notes Comparative anchor: Column-spectrum position: 191 scored entries below, 35 tied, 0 above on Scale Integrity. Linked evidence context GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information. [1] context GiveDirectly emphasizes evidence for cash transfers and publishes research on its programs and impacts. [2]

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. 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. That warrants a severe Reversibility penalty because favorable conduct depends on current people or discretionary leadership rather than locked stakeholder structure. The value is near the floor because the conduct appears central, large-scale, repeated, or institutionally powerful rather than incidental. 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. [7]

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	Cash-transfer aid gives recipients wider discretion than in-kind aid, reducing paternalistic control over how assistance is used. Cash-transfer aid gives recipients wider discretion than in-kind aid, reducing paternalistic control over how assistance is used. That supports partial Openness to Dissent credit because people can criticize, dissent, or challenge the institution without being managed into silence. The value remains partial because the linked record does not show the practice as comprehensive, durable, or central enough for full credit. Calibration notes Comparative anchor: Column-spectrum position: 200 scored entries below, 15 tied, 11 above on Openness to Dissent. Linked evidence Cash-transfer aid gives recipients wider discretion than in-kind aid, reducing paternalistic control over how assistance is used. [3]
Constitutional Spirit ? Credit for respecting constitutional rights and civil-liberties norms even where private law does not strictly require it.	2 / 3	GiveDirectly’s model respects recipient agency by transferring usable resources rather than imposing a fixed institutional service package. GiveDirectly’s model respects recipient agency by transferring usable resources rather than imposing a fixed institutional service package. That supports partial Constitutional Spirit credit because the institution respects speech, privacy, due process, conscience, or civil-liberties norms beyond bare legal compulsion. The value remains partial because the linked record does not show the practice as comprehensive, durable, or central enough for full credit. Calibration notes Comparative anchor: Column-spectrum position: 188 scored entries below, 23 tied, 15 above on Constitutional Spirit. Linked evidence GiveDirectly’s model respects recipient agency by transferring usable resources rather than imposing a fixed institutional service package. [4]
Good Deal ? Credit for unusually fair value: durable quality, fair pricing, low lock-in, and clear customer surplus.	3 / 3	Direct cash transfer programs create unusually direct recipient value relative to traditional intermediary-heavy aid models. Calibration notes Comparative anchor: Column-spectrum position: 200 scored entries below, 26 tied, 0 above on Good Deal. Linked evidence Direct cash transfer programs create unusually direct recipient value relative to traditional intermediary-heavy aid models. [5]
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	GiveDirectly publishes financials and research materials that make its delivery model unusually inspectable. Calibration notes Comparative anchor: Column-spectrum position: 214 scored entries below, 12 tied, 0 above on Cost Transparency. Linked evidence GiveDirectly publishes financials and research materials that make its delivery model unusually inspectable. [6]

Confidence Basis

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

Medium 68/100

8 verified linked claims 7 direct axis claims 0 disputed claims 7/14 components covered

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

Claim confidence 13/20

8 verified linked claims

Source quality 12/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 9/18

7 direct claims across 14 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 5/10

7/14 evidence-bearing components have direct support

Evidence State

Profile stateAI draft / human-pending

VerificationUnverified

ConfidenceMedium confidence (AI)

ThoroughnessDeveloped (AI)

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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.

1GiveDirectly sends cash transfers to recipients and publishes program, research, and financial information.

Governance Verified Medium confidence Human-reviewed May 7, 2026

GiveDirectly AboutOfficial self-description · 68%
GiveDirectly FinancialsGeneral web source · 58%

2GiveDirectly emphasizes evidence for cash transfers and publishes research on its programs and impacts.

Product Integrity Verified Medium confidence Human-reviewed May 7, 2026

Research at GiveDirectlyGeneral web source · 58%

3Cash-transfer aid gives recipients wider discretion than in-kind aid, reducing paternalistic control over how assistance is used.

Openness To Dissent Verified Medium confidence Human-reviewed May 7, 2026

GiveDirectly AboutOfficial self-description · 68%

4GiveDirectly’s model respects recipient agency by transferring usable resources rather than imposing a fixed institutional service package.

Constitutional Spirit Verified Medium confidence Human-reviewed May 7, 2026

GiveDirectly AboutOfficial self-description · 68%

5Direct cash transfer programs create unusually direct recipient value relative to traditional intermediary-heavy aid models.

Good Deal Verified Medium confidence Human-reviewed May 7, 2026

GiveDirectly AboutOfficial self-description · 68%

6GiveDirectly publishes financials and research materials that make its delivery model unusually inspectable.

Cost Transparency Verified Medium confidence Human-reviewed May 7, 2026

GiveDirectly FinancialsGeneral web source · 58%
Research at GiveDirectlyGeneral web source · 58%

7The 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 May 7, 2026

GiveDirectly AboutOfficial self-description · 68%

8GiveDirectly's public materials state a mission, values, ownership model, advocacy role, or institutional standpoint plainly enough that this record does not identify penalty-level neutrality theater.

Ideological Disavowal Verified Medium confidence AI-generated / human-pending May 9, 2026

AI scaffold

GiveDirectly official siteGeneral web source · 58%
GiveDirectly AboutOfficial self-description · 68%
GiveDirectly FinancialsGeneral web source · 58%

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Audit Log

Recent public changes for this company or group. The full audit log is part of the Transparency record.

May 7, 2026 at 12:00 AM UTC ai-scaffolding directory-expansion

Added source-backed evaluation during accreditation/watchdog, charity/humanitarian, fundraising-platform, and religious-institution expansion pass.

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