Five years of Feed America: what I've learned

Five years ago I incorporated Feed America as a Texas nonprofit. The organization received its IRS 501(c)(3) determination in 2023 (EIN 92-1761881). Today, in early 2026, we hold the Candid Platinum Seal of Transparency, index 275,307 directory listings and 255,820 USDA-authorized SNAP retailers across all 50 U.S. states + DC + territories, operate public search and publish interfaces for potential referral-platform and AI integrations, ship full Spanish-language parity, and operate without staff payroll.

Here's what I've learned in five years.

Lesson 1: Federal-primary data is undervalued

Nonprofits often imagine data work as "go survey pantries directly" — manually cataloging community-pantry hours, services, contacts. That model burns most of your data budget on long-tail community pantries (representing maybe 30% of food-help touchpoints) while leaving 70% of food-help touchpoints (federal programs: SNAP retailers, school meals, summer meals, WIC, FQHC) un-aggregated.

The leverage was federal-primary first. USDA Food and Nutrition Service publishes the SNAP retailer database (130,000+ stores). HRSA publishes the FQHC locator (18,000+ sites). State WIC agencies publish clinic registries. NCES publishes school-meal data. By prioritizing these federal-primary sources first, we built the directory's structural foundation before layering nonprofit-curated and community-contributed data on top. Federal-primary first compounds — it's where most of the food-help touchpoints already are, and the data is public-domain.

Lesson 2: Open standards beat custom integrations

Early on, I considered building bilateral integrations with each downstream consumer (211 networks, healthcare SDOH platforms, AI assistants). Per-platform custom integrations would have required negotiation, contracts, ongoing relationship management — and would have scaled badly past 5-10 partners.

Publishing HSDS 3.0 data, an OpenAPI specification and MCP tools gives developers documented starting points. Standards can reduce custom format work. Each receiving system still needs configuration, field mapping and testing; publication alone does not establish adoption by Findhelp, Unite Us, a 211 network or an AI platform.

Lesson 3: Identity is structural

Giving platforms, search engines and AI systems identify an organization by structured records, not prose. Over the past year we published Wikidata Q139601408 + Q139665570 entity records, put our legal name, EIN 92-1761881 and mailing address on every donor touchpoint, and built a /verifications page that links the public records.

The next steps are outside our own website: earned press coverage and independent references that describe Feed America on its own terms. Those are in the 2026 priority queue.

Lesson 4: AI integration is becoming infrastructure

Our MCP server at /mcp/v1 exposes resource search, detail and state-guidance tools for configured clients. Developers must check the current tool list, client support and returned limitations. A general AI assistant does not automatically call Feed America because the server exists.

Our llms.txt and entity graph make identity and documentation available to discovery systems. Crawling, indexing, citations and useful referrals are separate outcomes that require separate measurement.

Lesson 5: Open data multiplies impact

Publishing open data makes reuse possible. Directory operators, researchers and developers can evaluate the data for their own services. Actual adoption and outcomes need dated evidence from those integrations; potential reach is not a count of people helped.

Our aim is to make food-help information easier to find and reuse. Read the open-data rationale →

What's next

The 2026 priority queue:

1. Operator-claim rate. Few listings have a verified operator claim today. Reaching 5,000 (~7%) by end of 2026 is achievable with focused outreach. Each claim adds a one-tap "open today" status that surfaces live to thousands of daily searchers.
2. Apply for Google Ad Grants. $10K/month free Google Ads for 501(c)(3)s, so people searching "feed america" reach feedam.org.
3. Federal trademark filing. USPTO TESS application on "Feed America." Creates legal anchor + .gov backlink + structural protection for our mark.
4. First substantive press hit. Pitch Houston Chronicle, Texas Tribune, Chronicle of Philanthropy. Earned coverage = Wikipedia notability path.

Five years in, the directory exists, the structural foundation is mature, and brand-search work is now the priority. Year six of Feed America starts now.

— Sharika Parkes
Founder, Feed America
Houston, TX