Fact-verified opportunity discovery

Stop trusting AI that
makes things up.

TruthForge is an open-source AI agent that finds real money-making opportunities. Every recommendation backed by verified data and cited sources. No hallucinations. No hype.

$ truthforge --skills "web dev, marketing" --capital "$500"

Found 4 verified opportunities:

1. Shopify app gap: inventory sync for print-on-demand
   source: Shopify App Store reviews (1,247 complaints) · VERIFIED

2. Texas SBA microloan program, $5K-$50K at 6.5%
   source: sba.gov/funding-programs · VERIFIED

3. Freelance arbitrage: Upwork SEO audits, avg $85/hr
   source: Upwork market data Q1 2026 · VERIFIED

4. Affiliate gap: no comparison site for AI coding tools
   source: Ahrefs keyword data, 12K monthly searches · VERIFIED
// How it works

Research first. Recommend second.

01 SCAN

Scans real data sources

Crawls job boards, grant databases, app store reviews, market reports, and government programs. Not just Google results.

02 VERIFY

Cross-references everything

Every claim checked against multiple sources. If it can't be verified, it doesn't make the list. Confidence scores on every recommendation.

03 MATCH

Fits your actual situation

Factors in your skills, location, capital, and time. A $500 opportunity for a developer in Texas is different than one for a designer in London.

04 CITE

Shows its work

Every opportunity links back to primary sources. You can verify anything yourself. Full transparency, zero trust required.

// The problem

Most AI money tools are broken.

OTHER AI TOOLS

  • Hallucinate opportunities that don't exist
  • Cherry-pick data to sound impressive
  • Generic advice anyone could Google
  • No sources, no way to verify
  • Closed source, can't audit the logic

TRUTHFORGE

  • Every opportunity backed by real data
  • Cross-referenced across multiple sources
  • Personalized to your skills and context
  • Full citations on every recommendation
  • Open source, inspect every line of code

The truth is worth more
than a guess.

Built in the open. Verified by default. Designed for people who'd rather check the source than take AI's word for it.

OPEN SOURCE · FACT-VERIFIED · COMMUNITY-DRIVEN