A National Council on Aging tool that helps older adults and people with
disabilities find benefits programs for food, medicine, health care,
housing, utilities, and income support. BenefitsCheckUp scores strongly
because it turns obscure public benefits into practical access without
charging users.
Why this matters: Benefit non-take-up is a real harm; a
plain eligibility gateway can move money and care to people who already
qualify.
Letter grade AGoodHigh confidence
(AI)Rubric gcd-rubric-v1
* Tentative scaffolding score. Not
human-checked or final.
Base Material53Bonus+3Cap66No structure cap
After Cap56Penalties-1!Not Verified
Represent this organization?
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 score turns mainly on Extraction, with the largest penalty coming
from Surveillance Capture.
Strengths
Extraction8/10
Ownership7/10
Solidarity with the
Unemployed7/7
Penalties
Surveillance
Capture-1
Evidence state
ConfidenceHigh
confidence (AI)
ThoroughnessDeveloped
(AI)
Linked claims12
Direct axis claims12
Coverage12/12
Scoring Axes
Axis
Score
Why this score
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control
at 10.
7 / 10
BenefitsCheckUp / NCOA's public materials identify its ownership form,
nonprofit status, platform status, public-benefit structure, or private
company status in the aid category.
BenefitsCheckUp / NCOA's public materials identify its ownership form,
nonprofit status, platform status, public-benefit structure, or private
company status in the aid category. On Ownership, BenefitsCheckUp / NCOA
belongs near the top of this pass because its service moves power,
information, access, or usable goods toward people who would otherwise
face exclusion or high search costs. It remains below ideal democratic
infrastructure where users still cannot directly govern the institution.
Calibration notes
Comparative anchor: Under-known public-benefit service
pass calibrated across benefits navigation, accessibility, caregiving,
digital inclusion, reuse, repair, childcare, mobility, and open-data
services.
Linked evidence
BenefitsCheckUp / NCOA's public materials identify its ownership
form, nonprofit status, platform status, public-benefit structure, or
private company status in the aid category.[1]
contextBenefitsCheckUp /
NCOA's public materials indicate whether binding control sits with a
nonprofit board, company managers, volunteers, members, public-service
partners, or users.[2]
contextBenefitsCheckUp /
NCOA's public model determines whether the service primarily reduces
user costs and friction or channels a public need through a proprietary
platform.[3]
contextBenefitsCheckUp /
NCOA's public materials do not show ordinary workers or volunteers
holding full binding democratic control over the organization.[4]
contextBenefitsCheckUp / NCOA
serves a public need linked to disability, poverty, medical bills,
caregiving, childcare, repair, mobility, information access, or benefit
navigation.[5]
contextBenefitsCheckUp /
NCOA's service can absorb practical risk for users by reducing costs,
restoring access, coordinating help, preventing loss, or making
essential information easier to use.[6]
contextBenefitsCheckUp / NCOA
operates where ordinary users often face fragmented services,
inaccessible formats, high search costs, gatekeeping, or limited
practical alternatives.[7]
contextBenefitsCheckUp /
NCOA's core offering has direct practical utility for users, with
integrity depending on accessibility, privacy, quality, cost,
availability, and accountability.[8]
contextBenefitsCheckUp /
NCOA's scale or replicable model makes its service consequential beyond
a single local provider or one-time product purchase.[9]
Governance
?
Binding decision authority: centralized control at 0, democratic
stakeholder control at 10.
6 / 10
BenefitsCheckUp / NCOA's public materials indicate whether binding
control sits with a nonprofit board, company managers, volunteers,
members, public-service partners, or users.
BenefitsCheckUp / NCOA's public materials indicate whether binding
control sits with a nonprofit board, company managers, volunteers,
members, public-service partners, or users. On Governance,
BenefitsCheckUp / NCOA sits in the middle because the service is
meaningfully useful and less extractive than ordinary commercial
alternatives, but control still rests with a board, company, platform,
or professional layer rather than the affected users themselves. That
places it above shareholder gatekeepers but below member-owned or public
infrastructure.
Calibration notes
Comparative anchor: Under-known public-benefit service
pass calibrated across benefits navigation, accessibility, caregiving,
digital inclusion, reuse, repair, childcare, mobility, and open-data
services.
Linked evidence
contextBenefitsCheckUp /
NCOA's public materials identify its ownership form, nonprofit status,
platform status, public-benefit structure, or private company status in
the aid category.[1]
BenefitsCheckUp / NCOA's public materials indicate whether binding
control sits with a nonprofit board, company managers, volunteers,
members, public-service partners, or users.[2]
contextBenefitsCheckUp /
NCOA's public model determines whether the service primarily reduces
user costs and friction or channels a public need through a proprietary
platform.[3]
contextBenefitsCheckUp /
NCOA's public materials do not show ordinary workers or volunteers
holding full binding democratic control over the organization.[4]
contextBenefitsCheckUp / NCOA
serves a public need linked to disability, poverty, medical bills,
caregiving, childcare, repair, mobility, information access, or benefit
navigation.[5]
contextBenefitsCheckUp /
NCOA's service can absorb practical risk for users by reducing costs,
restoring access, coordinating help, preventing loss, or making
essential information easier to use.[6]
contextBenefitsCheckUp / NCOA
operates where ordinary users often face fragmented services,
inaccessible formats, high search costs, gatekeeping, or limited
practical alternatives.[7]
contextBenefitsCheckUp /
NCOA's core offering has direct practical utility for users, with
integrity depending on accessibility, privacy, quality, cost,
availability, and accountability.[8]
contextBenefitsCheckUp /
NCOA's scale or replicable model makes its service consequential beyond
a single local provider or one-time product purchase.[9]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured
extraction judgment.
8 / 10
BenefitsCheckUp / NCOA's public model determines whether the service
primarily reduces user costs and friction or channels a public need
through a proprietary platform.
BenefitsCheckUp / NCOA's public model determines whether the service
primarily reduces user costs and friction or channels a public need
through a proprietary platform. On Extraction, BenefitsCheckUp / NCOA
belongs near the top of this pass because its service moves power,
information, access, or usable goods toward people who would otherwise
face exclusion or high search costs. It remains below ideal democratic
infrastructure where users still cannot directly govern the institution.
Calibration notes
Comparative anchor: Under-known public-benefit service
pass calibrated across benefits navigation, accessibility, caregiving,
digital inclusion, reuse, repair, childcare, mobility, and open-data
services.
Linked evidence
contextBenefitsCheckUp /
NCOA's public materials identify its ownership form, nonprofit status,
platform status, public-benefit structure, or private company status in
the aid category.[1]
contextBenefitsCheckUp /
NCOA's public materials indicate whether binding control sits with a
nonprofit board, company managers, volunteers, members, public-service
partners, or users.[2]
BenefitsCheckUp / NCOA's public model determines whether the
service primarily reduces user costs and friction or channels a public
need through a proprietary platform.[3]
contextBenefitsCheckUp /
NCOA's public materials do not show ordinary workers or volunteers
holding full binding democratic control over the organization.[4]
contextBenefitsCheckUp / NCOA
serves a public need linked to disability, poverty, medical bills,
caregiving, childcare, repair, mobility, information access, or benefit
navigation.[5]
contextBenefitsCheckUp /
NCOA's service can absorb practical risk for users by reducing costs,
restoring access, coordinating help, preventing loss, or making
essential information easier to use.[6]
contextBenefitsCheckUp / NCOA
operates where ordinary users often face fragmented services,
inaccessible formats, high search costs, gatekeeping, or limited
practical alternatives.[7]
contextBenefitsCheckUp /
NCOA's core offering has direct practical utility for users, with
integrity depending on accessibility, privacy, quality, cost,
availability, and accountability.[8]
contextBenefitsCheckUp /
NCOA's scale or replicable model makes its service consequential beyond
a single local provider or one-time product purchase.[9]
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
BenefitsCheckUp / NCOA's linked public materials do not show ordinary
workers or volunteers holding full binding democratic control over the
organization.
BenefitsCheckUp / NCOA's linked public materials do not show ordinary
workers or volunteers holding full binding democratic control over the
organization. On Labor Sovereignty, BenefitsCheckUp / NCOA sits in the
middle because the service is meaningfully useful and less extractive
than ordinary commercial alternatives, but control still rests with a
board, company, platform, or professional layer rather than the affected
users themselves. That places it above shareholder gatekeepers but below
member-owned or public infrastructure.
Calibration notes
Comparative anchor: Under-known public-benefit service
pass calibrated across benefits navigation, accessibility, caregiving,
digital inclusion, reuse, repair, childcare, mobility, and open-data
services.
Linked evidence
contextBenefitsCheckUp /
NCOA's public materials identify its ownership form, nonprofit status,
platform status, public-benefit structure, or private company status in
the aid category.[1]
contextBenefitsCheckUp /
NCOA's public materials indicate whether binding control sits with a
nonprofit board, company managers, volunteers, members, public-service
partners, or users.[2]
contextBenefitsCheckUp /
NCOA's public model determines whether the service primarily reduces
user costs and friction or channels a public need through a proprietary
platform.[3]
BenefitsCheckUp / NCOA's public materials do not show ordinary
workers or volunteers holding full binding democratic control over the
organization.[4]
contextBenefitsCheckUp / NCOA
serves a public need linked to disability, poverty, medical bills,
caregiving, childcare, repair, mobility, information access, or benefit
navigation.[5]
contextBenefitsCheckUp /
NCOA's service can absorb practical risk for users by reducing costs,
restoring access, coordinating help, preventing loss, or making
essential information easier to use.[6]
contextBenefitsCheckUp / NCOA
operates where ordinary users often face fragmented services,
inaccessible formats, high search costs, gatekeeping, or limited
practical alternatives.[7]
contextBenefitsCheckUp /
NCOA's core offering has direct practical utility for users, with
integrity depending on accessibility, privacy, quality, cost,
availability, and accountability.[8]
contextBenefitsCheckUp /
NCOA's scale or replicable model makes its service consequential beyond
a single local provider or one-time product purchase.[9]
Solidarity with the
Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment,
and non-competes.
7 / 7
BenefitsCheckUp / NCOA serves a public need linked to disability,
poverty, medical bills, caregiving, childcare, repair, mobility,
information access, or benefit navigation.
BenefitsCheckUp / NCOA serves a public need linked to disability,
poverty, medical bills, caregiving, childcare, repair, mobility,
information access, or benefit navigation. On Solidarity with the
Unemployed, BenefitsCheckUp / NCOA belongs near the top of this pass
because its service moves power, information, access, or usable goods
toward people who would otherwise face exclusion or high search costs.
It remains below ideal democratic infrastructure where users still
cannot directly govern the institution.
Calibration notes
Comparative anchor: Under-known public-benefit service
pass calibrated across benefits navigation, accessibility, caregiving,
digital inclusion, reuse, repair, childcare, mobility, and open-data
services.
Linked evidence
contextBenefitsCheckUp /
NCOA's public materials identify its ownership form, nonprofit status,
platform status, public-benefit structure, or private company status in
the aid category.[1]
contextBenefitsCheckUp /
NCOA's public materials indicate whether binding control sits with a
nonprofit board, company managers, volunteers, members, public-service
partners, or users.[2]
contextBenefitsCheckUp /
NCOA's public model determines whether the service primarily reduces
user costs and friction or channels a public need through a proprietary
platform.[3]
contextBenefitsCheckUp /
NCOA's public materials do not show ordinary workers or volunteers
holding full binding democratic control over the organization.[4]
BenefitsCheckUp / NCOA serves a public need linked to disability,
poverty, medical bills, caregiving, childcare, repair, mobility,
information access, or benefit navigation.[5]
contextBenefitsCheckUp /
NCOA's service can absorb practical risk for users by reducing costs,
restoring access, coordinating help, preventing loss, or making
essential information easier to use.[6]
contextBenefitsCheckUp / NCOA
operates where ordinary users often face fragmented services,
inaccessible formats, high search costs, gatekeeping, or limited
practical alternatives.[7]
contextBenefitsCheckUp /
NCOA's core offering has direct practical utility for users, with
integrity depending on accessibility, privacy, quality, cost,
availability, and accountability.[8]
contextBenefitsCheckUp /
NCOA's scale or replicable model makes its service consequential beyond
a single local provider or one-time product purchase.[9]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and
public obligations.
6 / 7
BenefitsCheckUp / NCOA's service can absorb practical risk for users by
reducing costs, restoring access, coordinating help, preventing loss, or
making essential information easier to use.
BenefitsCheckUp / NCOA's service can absorb practical risk for users by
reducing costs, restoring access, coordinating help, preventing loss, or
making essential information easier to use. On Loss-Bearing Fidelity,
BenefitsCheckUp / NCOA sits in the middle because the service is
meaningfully useful and less extractive than ordinary commercial
alternatives, but control still rests with a board, company, platform,
or professional layer rather than the affected users themselves. That
places it above shareholder gatekeepers but below member-owned or public
infrastructure.
Calibration notes
Comparative anchor: Under-known public-benefit service
pass calibrated across benefits navigation, accessibility, caregiving,
digital inclusion, reuse, repair, childcare, mobility, and open-data
services.
Linked evidence
contextBenefitsCheckUp /
NCOA's public materials identify its ownership form, nonprofit status,
platform status, public-benefit structure, or private company status in
the aid category.[1]
contextBenefitsCheckUp /
NCOA's public materials indicate whether binding control sits with a
nonprofit board, company managers, volunteers, members, public-service
partners, or users.[2]
contextBenefitsCheckUp /
NCOA's public model determines whether the service primarily reduces
user costs and friction or channels a public need through a proprietary
platform.[3]
contextBenefitsCheckUp /
NCOA's public materials do not show ordinary workers or volunteers
holding full binding democratic control over the organization.[4]
contextBenefitsCheckUp / NCOA
serves a public need linked to disability, poverty, medical bills,
caregiving, childcare, repair, mobility, information access, or benefit
navigation.[5]
BenefitsCheckUp / NCOA's service can absorb practical risk for
users by reducing costs, restoring access, coordinating help, preventing
loss, or making essential information easier to use.[6]
contextBenefitsCheckUp / NCOA
operates where ordinary users often face fragmented services,
inaccessible formats, high search costs, gatekeeping, or limited
practical alternatives.[7]
contextBenefitsCheckUp /
NCOA's core offering has direct practical utility for users, with
integrity depending on accessibility, privacy, quality, cost,
availability, and accountability.[8]
contextBenefitsCheckUp /
NCOA's scale or replicable model makes its service consequential beyond
a single local provider or one-time product purchase.[9]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
5 / 5
BenefitsCheckUp / NCOA operates where ordinary users often face
fragmented services, inaccessible formats, high search costs,
gatekeeping, or limited practical alternatives.
BenefitsCheckUp / NCOA operates where ordinary users often face
fragmented services, inaccessible formats, high search costs,
gatekeeping, or limited practical alternatives. On Market Conduct,
BenefitsCheckUp / NCOA sits in the middle because the service is
meaningfully useful and less extractive than ordinary commercial
alternatives, but control still rests with a board, company, platform,
or professional layer rather than the affected users themselves. That
places it above shareholder gatekeepers but below member-owned or public
infrastructure.
Calibration notes
Comparative anchor: Under-known public-benefit service
pass calibrated across benefits navigation, accessibility, caregiving,
digital inclusion, reuse, repair, childcare, mobility, and open-data
services.
Linked evidence
contextBenefitsCheckUp /
NCOA's public materials identify its ownership form, nonprofit status,
platform status, public-benefit structure, or private company status in
the aid category.[1]
contextBenefitsCheckUp /
NCOA's public materials indicate whether binding control sits with a
nonprofit board, company managers, volunteers, members, public-service
partners, or users.[2]
contextBenefitsCheckUp /
NCOA's public model determines whether the service primarily reduces
user costs and friction or channels a public need through a proprietary
platform.[3]
contextBenefitsCheckUp /
NCOA's public materials do not show ordinary workers or volunteers
holding full binding democratic control over the organization.[4]
contextBenefitsCheckUp / NCOA
serves a public need linked to disability, poverty, medical bills,
caregiving, childcare, repair, mobility, information access, or benefit
navigation.[5]
contextBenefitsCheckUp /
NCOA's service can absorb practical risk for users by reducing costs,
restoring access, coordinating help, preventing loss, or making
essential information easier to use.[6]
BenefitsCheckUp / NCOA operates where ordinary users often face
fragmented services, inaccessible formats, high search costs,
gatekeeping, or limited practical alternatives.[7]
contextBenefitsCheckUp /
NCOA's core offering has direct practical utility for users, with
integrity depending on accessibility, privacy, quality, cost,
availability, and accountability.[8]
contextBenefitsCheckUp /
NCOA's scale or replicable model makes its service consequential beyond
a single local provider or one-time product purchase.[9]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
5 / 5
BenefitsCheckUp / NCOA's core offering has direct practical utility for
users, with integrity depending on accessibility, privacy, quality,
cost, availability, and accountability.
BenefitsCheckUp / NCOA's core offering has direct practical utility for
users, with integrity depending on accessibility, privacy, quality,
cost, availability, and accountability. On Product Integrity,
BenefitsCheckUp / NCOA sits in the middle because the service is
meaningfully useful and less extractive than ordinary commercial
alternatives, but control still rests with a board, company, platform,
or professional layer rather than the affected users themselves. That
places it above shareholder gatekeepers but below member-owned or public
infrastructure.
Calibration notes
Comparative anchor: Under-known public-benefit service
pass calibrated across benefits navigation, accessibility, caregiving,
digital inclusion, reuse, repair, childcare, mobility, and open-data
services.
Linked evidence
contextBenefitsCheckUp /
NCOA's public materials identify its ownership form, nonprofit status,
platform status, public-benefit structure, or private company status in
the aid category.[1]
contextBenefitsCheckUp /
NCOA's public materials indicate whether binding control sits with a
nonprofit board, company managers, volunteers, members, public-service
partners, or users.[2]
contextBenefitsCheckUp /
NCOA's public model determines whether the service primarily reduces
user costs and friction or channels a public need through a proprietary
platform.[3]
contextBenefitsCheckUp /
NCOA's public materials do not show ordinary workers or volunteers
holding full binding democratic control over the organization.[4]
contextBenefitsCheckUp / NCOA
serves a public need linked to disability, poverty, medical bills,
caregiving, childcare, repair, mobility, information access, or benefit
navigation.[5]
contextBenefitsCheckUp /
NCOA's service can absorb practical risk for users by reducing costs,
restoring access, coordinating help, preventing loss, or making
essential information easier to use.[6]
contextBenefitsCheckUp / NCOA
operates where ordinary users often face fragmented services,
inaccessible formats, high search costs, gatekeeping, or limited
practical alternatives.[7]
BenefitsCheckUp / NCOA's core offering has direct practical
utility for users, with integrity depending on accessibility, privacy,
quality, cost, availability, and accountability.[8]
contextBenefitsCheckUp /
NCOA's scale or replicable model makes its service consequential beyond
a single local provider or one-time product purchase.[9]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
5 / 5
BenefitsCheckUp / NCOA's scale or replicable model makes its service
consequential beyond a single local provider or one-time product
purchase.
BenefitsCheckUp / NCOA's scale or replicable model makes its service
consequential beyond a single local provider or one-time product
purchase. On Scale Integrity, BenefitsCheckUp / NCOA sits in the middle
because the service is meaningfully useful and less extractive than
ordinary commercial alternatives, but control still rests with a board,
company, platform, or professional layer rather than the affected users
themselves. That places it above shareholder gatekeepers but below
member-owned or public infrastructure.
Calibration notes
Comparative anchor: Under-known public-benefit service
pass calibrated across benefits navigation, accessibility, caregiving,
digital inclusion, reuse, repair, childcare, mobility, and open-data
services.
Linked evidence
contextBenefitsCheckUp /
NCOA's public materials identify its ownership form, nonprofit status,
platform status, public-benefit structure, or private company status in
the aid category.[1]
contextBenefitsCheckUp /
NCOA's public materials indicate whether binding control sits with a
nonprofit board, company managers, volunteers, members, public-service
partners, or users.[2]
contextBenefitsCheckUp /
NCOA's public model determines whether the service primarily reduces
user costs and friction or channels a public need through a proprietary
platform.[3]
contextBenefitsCheckUp /
NCOA's public materials do not show ordinary workers or volunteers
holding full binding democratic control over the organization.[4]
contextBenefitsCheckUp / NCOA
serves a public need linked to disability, poverty, medical bills,
caregiving, childcare, repair, mobility, information access, or benefit
navigation.[5]
contextBenefitsCheckUp /
NCOA's service can absorb practical risk for users by reducing costs,
restoring access, coordinating help, preventing loss, or making
essential information easier to use.[6]
contextBenefitsCheckUp / NCOA
operates where ordinary users often face fragmented services,
inaccessible formats, high search costs, gatekeeping, or limited
practical alternatives.[7]
contextBenefitsCheckUp /
NCOA's core offering has direct practical utility for users, with
integrity depending on accessibility, privacy, quality, cost,
availability, and accountability.[8]
BenefitsCheckUp / NCOA's scale or replicable model makes its
service consequential beyond a single local provider or one-time product
purchase.[9]
Penalties
Penalty
Applied
Why this penalty
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.
-1
BenefitsCheckUp / NCOA's public record makes Surveillance Capture
relevant through its accessibility model, pricing, public-benefit
purpose, user vulnerability, data handling, environmental effects, or
institutional accountability.
BenefitsCheckUp / NCOA's public record makes Surveillance Capture
relevant through its accessibility model, pricing, public-benefit
purpose, user vulnerability, data handling, environmental effects, or
institutional accountability. This warrants a Surveillance Capture
penalty because the risk follows from the service's real operating
context rather than the category alone. The value is calibrated to the
limited evidence in this pass and stays below the floor unless the
conduct is core, severe, repeated, or hard for users to avoid.
Calibration notes
Comparative anchor: Under-known public-benefit service
pass calibrated across benefits navigation, accessibility, caregiving,
digital inclusion, reuse, repair, childcare, mobility, and open-data
services.
Linked evidence
BenefitsCheckUp / NCOA's public record makes Surveillance Capture
relevant through its accessibility model, pricing, public-benefit
purpose, user vulnerability, data handling, environmental effects, or
institutional accountability.[12]
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.
2 / 3
BenefitsCheckUp / NCOA's public record makes Good Deal relevant through
its accessibility model, pricing, public-benefit purpose, user
vulnerability, data handling, environmental effects, or institutional
accountability.
BenefitsCheckUp / NCOA's public record makes Good Deal relevant through
its accessibility model, pricing, public-benefit purpose, user
vulnerability, data handling, environmental effects, or institutional
accountability. This earns Good Deal credit because the feature is not
just ordinary convenience: it materially reduces costs, opens access,
shares practical knowledge, or makes hidden help easier to use. The
credit stays bounded because the organization still depends on outside
funding, platform control, eligibility rules, or uneven local capacity.
Calibration notes
Comparative anchor: Under-known public-benefit service
pass calibrated across benefits navigation, accessibility, caregiving,
digital inclusion, reuse, repair, childcare, mobility, and open-data
services.
Linked evidence
BenefitsCheckUp / NCOA's public record makes Good Deal relevant
through its accessibility model, pricing, public-benefit purpose, user
vulnerability, data handling, environmental effects, or institutional
accountability.[10]
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.
1 / 3
BenefitsCheckUp / NCOA's public record makes Cost Transparency relevant
through its accessibility model, pricing, public-benefit purpose, user
vulnerability, data handling, environmental effects, or institutional
accountability.
BenefitsCheckUp / NCOA's public record makes Cost Transparency relevant
through its accessibility model, pricing, public-benefit purpose, user
vulnerability, data handling, environmental effects, or institutional
accountability. This earns Cost Transparency credit because the feature
is not just ordinary convenience: it materially reduces costs, opens
access, shares practical knowledge, or makes hidden help easier to use.
The credit stays bounded because the organization still depends on
outside funding, platform control, eligibility rules, or uneven local
capacity.
Calibration notes
Comparative anchor: Under-known public-benefit service
pass calibrated across benefits navigation, accessibility, caregiving,
digital inclusion, reuse, repair, childcare, mobility, and open-data
services.
Linked evidence
BenefitsCheckUp / NCOA's public record makes Cost Transparency
relevant through its accessibility model, pricing, public-benefit
purpose, user vulnerability, data handling, environmental effects, or
institutional accountability.[11]
Confidence Basis
Confidence Basis
Confidence is computed from the evidence trail and review state, not
typed into the profile by hand.
This confidence label measures the source-backed evidence trail.
AI-scaffolded scores remain tentative until human review.
Claim confidence17/20
12 verified linked claims
Source quality10/18
Best source per verified claim, weighted by institutional reliability
Direct axis-specific claims14/18
12 direct claims across 12 active components
Dispute load12/12
0 disputed claims on this entity
Recency10/10
Newest accepted timestamp: May 13, 2026
Reviewer status7/12
Human-reviewed components score higher than AI scaffolding
Component coverage10/10
12/12 evidence-bearing components have direct support
Evidence State
Evidence State
Profile stateAI draft / human-pending
VerificationUnverified
ConfidenceHigh 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.
1BenefitsCheckUp / NCOA's public
materials identify its ownership form, nonprofit status, platform
status, public-benefit structure, or private company status in the aid
category.
2BenefitsCheckUp / NCOA's public
materials indicate whether binding control sits with a nonprofit board,
company managers, volunteers, members, public-service partners, or
users.
3BenefitsCheckUp / NCOA's public model
determines whether the service primarily reduces user costs and friction
or channels a public need through a proprietary platform.
5BenefitsCheckUp / NCOA serves a
public need linked to disability, poverty, medical bills, caregiving,
childcare, repair, mobility, information access, or benefit
navigation.
6BenefitsCheckUp / NCOA's service can
absorb practical risk for users by reducing costs, restoring access,
coordinating help, preventing loss, or making essential information
easier to use.
Loss Bearing FidelityVerifiedHigh
confidenceHuman-reviewed
7BenefitsCheckUp / NCOA operates where
ordinary users often face fragmented services, inaccessible formats,
high search costs, gatekeeping, or limited practical
alternatives.
8BenefitsCheckUp / NCOA's core
offering has direct practical utility for users, with integrity
depending on accessibility, privacy, quality, cost, availability, and
accountability.
10BenefitsCheckUp / NCOA's public
record makes Good Deal relevant through its accessibility model,
pricing, public-benefit purpose, user vulnerability, data handling,
environmental effects, or institutional accountability.
11BenefitsCheckUp / NCOA's public
record makes Cost Transparency relevant through its accessibility model,
pricing, public-benefit purpose, user vulnerability, data handling,
environmental effects, or institutional accountability.
12BenefitsCheckUp / NCOA's public
record makes Surveillance Capture relevant through its accessibility
model, pricing, public-benefit purpose, user vulnerability, data
handling, environmental effects, or institutional accountability.
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