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Methodology

Our Methodology

How we verify programs and match them to your business

Source Pipeline

5-Stage Source Verification

Every program in our database goes through a rigorous pipeline before it can appear in your report.

01

Discovery

We systematically research every government agency offering programs to Texas businesses.

02

Verification

Each source is verified against its official government website. No private directories. No aggregators.

03

Extraction

We extract eligibility rules, benefit terms, and application details directly from official pages.

04

Citation

Every data point links back to a verbatim quote from the original source material.

05

Publication

Each program passes 7 verification checks before it can appear in your report.

Matching Engine

How We Match Programs to Your Business

Your business profile is scored against every verified program across multiple dimensions. Programs are categorized by match strength so you know exactly where to focus your effort.

EligibleStrong match across multiple dimensions
PossibleWorth investigating based on partial match
Manual ReviewRequires agency-level verification

We err on the side of inclusion — if a program might be relevant, we show it.

Profile Dimensions

Geography
Industry
Entity type
Activity signals
Certifications
Ownership

Programs are scored across all dimensions simultaneously. A strong match on geography and industry with a neutral match on certifications still surfaces the program — because it may still apply.

Data Quality

Our Commitments

We use only official government sources (.gov, .texas.gov, official utility domains).
Every recommendation includes specific cited evidence from the source.
Programs that change are automatically flagged for re-verification.
We screen against 150+ programs spanning federal, state, and local levels.

Coverage

Current Source Coverage

Spanning federal, state, and 6+ Texas metro areas. Our database grows continuously as new programs are verified.

150+

Matchable Programs

99

Official Sources

6+

Metro Areas

12

Program Categories

See which programs match your business

Get a structured, citation-backed screening report built on official government sources. Free. Instant results.