Verification Infrastructure · Travel Commerce
Fake listings, AI-generated reviews, and synthetic creator identities are flooding OTAs and travel marketplaces before they ever go live. TrustLokki is the pre-listing trust layer that stops fraud at the source.
The Problem
Estimated annual travel fraud losses globally
And growing as generative AI lowers the cost of deception
OTAs operate in silos
Each platform only sees its own fraud — no cross-platform intelligence
Incumbents built for scale, not for AI fraud
Booking, Expedia, Airbnb were not designed for emerging AI fraud vectors
Positioning
TrustLokki sits upstream of listing publication — as a neutral, cross-platform layer that OTAs embed directly into their submission workflows. Every listing passes through before it goes live.
Think of it the way financial infrastructure works: payments rails sit beneath every transaction invisibly. TrustLokki is the trust rail beneath every travel listing.
The wedge: pre-listing verification
Operator submits a listing
Hotel, experience, rental, or creator content enters the OTA submission pipeline
TrustLokki verifies in real time
Identity, photo integrity, operator history, cross-platform fraud signals
Trust score returned via API
OTA decides: approve, flag for review, or reject — before fraud ever reaches travelers
Go-to-Market Wedge
The sharpest, most defensible entry point is the moment before a listing goes live. TrustLokki becomes the system OTAs rely on — creating direct ROI, workflow dependency, and recurring API usage.
Verify property authenticity, ownership, and photo integrity at the point of submission.
Detect synthetic operators and fraudulent activity packages before publication.
Cross-reference listings against fraud patterns from across the travel ecosystem.
Validate travel creator identity and trust scores before their content goes live.
Defensibility
Individual OTAs only see fraud within their own ecosystem. TrustLokki sees patterns across the entire travel ecosystem — and that intelligence compounds with every new integration.
A fraudulent operator banned on Airbnb can immediately re-list on Booking.com today. TrustLokki closes that gap.
Cross-platform fraud graph
Improves with every new OTA integration — a true network effect moat.
Travel-specific fraud datasets
Proprietary training data incumbents cannot easily replicate or purchase.
Standardised trust scoring
Creates a network-level switching cost once embedded in OTA workflows.
Neutral third-party asset
No single incumbent can own cross-platform fraud intelligence without antitrust exposure — but TrustLokki can.
Business Model
API Pilots
Per-call pricing
OTAs pay per verification call during pilot. Low commitment to start, direct ROI signal.
Platform Contracts
Recurring SaaS
Workflow integration contracts for OTAs that embed TrustLokki directly in their listing pipeline.
Fraud Intelligence
Data licensing
Premium cross-platform fraud signal licensing for platforms, insurers, and risk teams.
Every integration deepens the fraud dataset, improves accuracy, and increases switching costs — a compounding defensibility loop.
Sample Agentic Feature
A working prototype of TrustLokki's agentic verification engine. Paste a travel claim or booking URL — our AI agent investigates it in real time using web search and source analysis.
Get Involved
Stay in the loop as we build — we'll share updates, insights, and ways to travel smarter.