THE TRUTHFORGE LAYER
AI-powered verification that cross-references every company claim against live web data — [real-time], [transparent], [trustworthy].
THE PROBLEM WITH
CORPORATE CLAIMS
BLIND TRUST RISK
Sales teams, investors, and compliance officers rely on company claims with no systematic way to verify them. One bad vendor costs millions.
GREENWASHING EPIDEMIC
73% of ESG claims cannot be independently verified. Regulatory fines exceed $4.9M per incident. Manual audits take months.
DATA QUALITY CRISIS
Enterprises lose $12.9M annually to bad data. CRM records degrade 30% per year. No tool cross-references claims against live web evidence.
Introducing TruthForge
The verification layer that STOPS bad data — not just warns about it.
SignalForge Engine
Detects live buying signals — job postings, funding rounds, executive changes, tech stack shifts — scored 0-100.
GreenwashGuard Engine
Verifies ESG claims against SEC filings, regulatory portals, and Glassdoor — returns Integrity Score 0-100.
ClaimWire Engine
Cross-references every company claim against 10+ live sources — returns Verified / Partial / Contradicted / Unverifiable.
Powered by Live Web Data
Every analysis uses real-time Bright Data infrastructure — SERP API, Web Unlocker, and Scraping Browser. No stale data. No cached results.
THE TRUTHSCORE
TESLA ANALYSIS
Significant buying signals detected, but ESG integrity gaps and unverified claims require due diligence before engagement.
HOW IT WORKS
INPUT COMPANY
User enters company name + URL into TruthForge.
PARALLEL DATA COLLECTION
All 3 engines fire simultaneously — 15+ Bright Data API calls collect live web signals, ESG reports, regulatory filings, and company claims.
AI SYNTHESIS
Groq Llama 3.3-70B analyzes all collected data, cross-references claims against evidence, and scores each dimension.
TRUTHSCORE DELIVERED
A complete verification report with TruthScore (0-100), per-claim verdicts, evidence links, and recommended actions.
DEVELOPER SHOWCASE
Production API. Real data. No mocks.
async def analyze_signals(company: Dict) -> Dict:
"""SignalForge — detects buying intent signals"""
signals = await collect_signals(company["name"])
ai_analysis = await analyze_with_ai(company["name"], signals)
signal_score = calculate_signal_score(signals, ai_analysis)
return {
"signal_score": signal_score,
"top_signal": ai_analysis["top_signal"],
"recommendation": ai_analysis["recommendation"],
"evidence": top_signals,
}async def verify_claims(company: Dict) -> Dict:
"""ClaimWire — verifies every claim vs live web"""
claims = await extract_claims(company_name, homepage_text)
verified = []
for claim in claims[:5]:
result = await verify_single_claim(company_name, claim)
verified.append(result)
verification_score = calculate_verification_score(verified)
return {"verification_score": verification_score,
"verified_claims": verified}# One-shot analysis endpoint
POST /api/analyze
{
"name": "Tesla",
"url": "https://tesla.com"
}
# Returns full TruthScore report:
{
"truth_score": 66,
"verdict": "Caution Advised",
"signal": { "signal_score": 80 },
"esg": { "integrity_score": 58 },
"claimwire": { "verification_score": 60 }
}PROTOCOL RESOURCES
EXPLORE THE CORE DOCUMENTATION AND VISION BEHIND TRUTHFORGE.
TECHNICAL WHITEPAPER
Deep dive into TruthForge architecture — SignalForge, GreenwashGuard, ClaimWire engines, parallel execution, and enterprise deployment.
READ_WHITEPAPER →INTERACTIVE PITCH DECK
Our vision for enterprise verification intelligence, hackathon goals, market opportunity, and the TruthForge roadmap.
VIEW_DOCUMENT →BUILT WITH
Open the TruthForge Dashboard
Enter any company name and URL — TruthForge runs all 3 engines and returns a complete TruthScore in 60–90 seconds.