Operational Transparency

Live dashboard

Live · refreshed Tue, 28 Apr 2026 02:17

Real-time operational metrics for the Warriors Fund veteran-resource directory. Updated every 5 minutes from D1. CC-BY 4.0. Most nonprofits don't publish operational metrics. We do. Schema.org Dataset markup so AI agents + grant officers + journalists can ingest the numbers directly.

Verified veteran resources

100,424

across 61 states + territories

Updated last 7 days

93,930

enrichment pipeline + verification + adds

FIPS-tract geocoded

100%

100,393 of 100,424

Top 10 states by resource count

Rank	State	Resources
#1	California	12,828
#2	Texas	8,247
#3	Florida	5,408
#4	Ohio	4,351
#5	New York	4,021
#6	Pennsylvania	3,720
#7	Illinois	3,551
#8	North Carolina	3,170
#9	Michigan	3,144
#10	Georgia	2,726

Distribution by resource type

Type	Count	% of total
Other	67,572	67.3%
VSOs	16,448	16.4%
Mental Health	4,878	4.9%
Housing Assistance	4,209	4.2%
Benefits Offices / CVSOs	3,219	3.2%
Employment Services	2,117	2.1%
VA Clinics (CBOCs)	1,213	1.2%
Vet Centers	517	0.5%
VA Hospitals	251	0.2%

Data quality

FIPS-geocoded

100%

URL health (live)

70.1%

Avg completeness

3.7 / 8

States + territories

Programmatic access: Every metric on this page is also available as raw JSON:

GET /api/stats — Total + by-type + by-state counts
GET /api/data/quality — Comprehensive data-quality metrics
GET /api/resources/bulk — Paginated bulk export (also CSV)
GET /api/healing/stats — Self-healing daemon activity

Best-of state pages → Full transparency hub → Cite this data