How to vet a charity before you give

Before you give, it pays to look past the pitch and check the evidence. Here is a practical, no-jargon guide to the signals that actually matter, the free tools that surface them, and how Tokens for Good applies the same rigor at scale.

Look past the overhead ratio

The most common way people judge a charity is the "overhead ratio," the share of spending that goes to administration and fundraising instead of programs. It feels intuitive, but it is a weak signal, and the "overhead myth" is well documented. A low overhead figure can mean an organization is starving itself of the staff, systems, and evaluation it needs to do good work; a higher figure can reflect healthy investment in results. Underfunded infrastructure often produces worse outcomes, not better ones.

Overhead is not useless, but it belongs near the bottom of your checklist. The better question is not "how little does this charity spend on itself?" but "what does this charity actually accomplish, and how do I know?"

The signals that actually matter

Strong charities tend to share a handful of traits you can verify. Weigh these together rather than fixating on any single number:

Transparency and reporting: clear published financials, an annual report, named leadership, and a board you can identify.
Evidence of outcomes: concrete results tied to a theory of change, ideally measured against a baseline, not just activity counts or emotive stories.
Financial health: reasonable reserves, diverse funding, and no signs of chronic deficits or a single-donor dependency.
Governance: an active, independent board, conflict-of-interest policies, and honest disclosure of risks.
Independent evaluation: external reviews or research that back up the impact claims.

Watch for red flags too: high-pressure appeals, vague descriptions of where money goes, copycat names that mimic well-known groups, no verifiable tax status, and refusal to share basic documents.

Free tools to check the facts

You can verify most of this yourself in about fifteen minutes using free, reputable sources:

GuideStar by Candid: profiles, transparency "seals," and filings for U.S. nonprofits.
The IRS Form 990: the annual return that reveals revenue, expenses, executive pay, and governance answers in the charity's own words.
ProPublica Nonprofit Explorer: a fast, searchable archive of Form 990 filings across years.
Charity Navigator: ratings across finance, accountability, and impact.
GiveWell: deep, evidence-based analysis for people who want the strongest measurable impact per dollar.

Cross-check what a charity says about itself against what these independent sources show. Consistency is a good sign; gaps deserve a second look.

How Tokens for Good vets nonprofits at scale

Doing this well for one charity takes real effort; doing it for thousands is why most good organizations stay invisible. Tokens for Good tackles that by turning spare AI capacity into a research engine. Developers contribute idle Claude capacity, and that capacity researches and vets nonprofits against a single fixed methodology, applying the same evidence-first principles above.

Every organization is researched twice, by two independent contributors, so no single pass decides the verdict. The findings run through a validation and anti-hallucination layer, then a deterministic scorer, and finally a consolidation step that merges the two reports into one canonical result. The process is transparent by design; you can read exactly how the research works and why it is trustworthy and legitimate.

From vetted research to a public directory

The point of all this rigor is to help people give well. Vetted, scored organizations feed the Fierce Philanthropy directory, a public, searchable list of high-impact nonprofits with the evidence behind each one visible rather than hidden.

Use the same instincts you would apply to any charity: read the reasoning, check the outcomes, and support the organizations whose impact holds up to scrutiny. The directory just does the legwork of surfacing strong candidates so your attention goes to the giving decision, not the digging.

Frequently asked questions

How do I know if a charity is legitimate?

Confirm it is a registered nonprofit with a valid tax status, then check its Form 990 and profile on GuideStar or ProPublica Nonprofit Explorer. Legitimate charities publish financials, name their leadership and board, and describe clearly where funding goes. Vague answers or pressure to give fast are warning signs.

Is overhead ratio a good way to judge a charity?

Not on its own. The "overhead myth" is well documented: a low overhead ratio can mean an organization is underinvesting in staff and evaluation, while a higher one can reflect healthy capacity. Weigh outcomes, transparency, financial health, and governance together instead of chasing a single number.

What tools help vet a nonprofit?

Free, reputable options include GuideStar by Candid, the IRS Form 990, ProPublica Nonprofit Explorer, and Charity Navigator for ratings. For evidence-based giving, GiveWell offers deep impact analysis. Tokens for Good applies similar principles automatically across thousands of organizations.

What signals show a charity has real impact?

Look for measured outcomes tied to a clear theory of change, results compared against a baseline, and independent evaluation rather than activity counts or emotional stories alone. Transparent reporting and external research that back up the claims are the strongest signs that impact is real.

How does Tokens for Good vet charities?

Contributors contribute spare AI capacity that researches each nonprofit against a fixed methodology. Every organization is researched twice by independent contributors, run through a validation and anti-hallucination layer, scored deterministically, and consolidated into one canonical report that feeds a public directory of high-impact organizations.

See rigorous charity vetting, done at scale

Tokens for Good applies these same evidence-first principles to thousands of nonprofits, twice each, then publishes the results in a public directory. See how the research works under the hood.

See how Tokens for Good works