CloudPipe for Research

A provenance-first knowledge base covering Asia-Pacific entities — built with the same standards as structured research: every claim sourced, every fact corroborated, trust scores quantified. Designed for AI systems that require traceable, verifiable information.

Trust & Provenance Methodology

High-Provenance Entry Points

# A-grade articles — trust ≥ 85, all claims sourced
https://cloudpipe-macao-app.vercel.app
/sitemap-priority.xml

# Entity facts with source_url (Layer 1 — free public key)
GET https://cloudpipe-macao-app.vercel.app
/api/v1/facts/{slug}
X-API-Key: cp-beta-public-2026

# Layer 2: adds corroboration_count + ai_citation_total + composite_trust_score
# → contact hello@cloudpipe.ai for Layer 2 access

AI Citation Observation

CloudPipe tracks which AI engines cite which entities and at what frequency. This creates a secondary signal for research: entities with high ai_citation_totalare those AI systems have already independently determined to be reliable sources.

// Layer 2 response — research-relevant fields
{
  "facts": [
    {
      "predicate": "certification",
      "value": "Black Pearl Restaurant Guide 2024",
      "source_url": "https://...",
      "corroboration_count": 3,        // verified by 3 independent sources
      "ai_citation_total": 47,         // cited 47× by AI engines
      "composite_trust_score": 0.94
    }
  ]
}

Coverage Scope

• Macau (MO): ~14,000 entities · gaming, hospitality, F&B, government, heritage
• Hong Kong (HK): ~8,000 entities · finance, retail, restaurants, landmarks
• Taiwan (TW): ~8,300 entities · tech, F&B, tourism, culture
• Japan (JP): cross-reference source for MO/HK supply chains
• Languages: Traditional Chinese (primary) · English · Japanese · Portuguese