Why Trust Is Broken
The €45 billion crisis nobody talks about—and the mathematical solution that can fix it before it's too late.
The €45 billion crisis nobody talks about—and the mathematical solution that can fix it before it's too late.
We're living in a trust apocalypse. Every year, fake reviews misdirect €45 billion in global consumer spending. 42% of online reviews are fabricated, manipulated, or incentivized. The review ecosystem that humanity depends on for decision-making is fundamentally broken.
This isn't just about hotels or restaurants. When trust in reviews collapses, the entire digital economy collapses. We're watching the foundation of online commerce crumble in real-time.
A world where fake ratings control human worth. Where manipulation determines access to housing, travel, healthcare. Where truth becomes whatever has the highest score.
Unless we build the infrastructure to verify truth mathematically.
We verify them. Using advanced AI pattern recognition, statistical analysis, and blockchain anchoring, CIRS detects manipulation with industry-leading accuracy. We don't create another review platform—we're the verification layer that makes all platforms trustworthy.
Our mission: Create a world where only verified truth survives. Where quality wins over manipulation. Where businesses compete on merit, not fake reviews.
Performance metrics from large-scale review datasets across premium venues
Full methodology available in Investor Dataroom
Multi-model ensemble for synthetic and manipulated review detection
Multi-signal triangulation for verified physical presence
Cryptographic standardization for tamper-proof records
Transparent framework for trust-related adjudication
Composite scoring for reviewer and review reliability
Full patent portfolio details available in Investor Dataroom under NDA.
26-year veteran of international finance across EMEA markets, with deep expertise in risk assessment and fraud detection. After witnessing the systematic destruction of business reputations through review manipulation, dedicated the past 18 months to architecting the mathematical solution to online trust.
Cirstrust Tech OÜ is registered in Estonia (Registry Code: 17353346), positioning the company within the EU's progressive digital framework while maintaining global operational capability. Our choice of Estonia reflects our commitment to transparency, digital innovation, and regulatory compliance.
Be part of the infrastructure that saves digital commerce from review dystopia