Overview
TravelGPT is an API-first travel infrastructure platform designed explicitly for AI agents to book flights, hotels, and experiences autonomously. As more personal and enterprise agents emerge, they will need structured access to travel services without the traditional web interface or human UX flow. TravelGPT exposes a standardized protocol for trip planning, pricing, booking, and itinerary management that is machine-native.
Problem
Most travel APIs are made for backend engineers integrating with human-facing apps. They assume human-driven workflows: search by city, filter manually, checkout with credit card. AI agents need:
- Semantically rich destinations and activities
- Token-efficient query formats
- Deterministic pricing structures
- Reservation confirmations via webhook
- Contextual cancellation and refund policies
Solution
TravelGPT exposes:
/search: destination + intent + time = options ranked by price, sentiment, value/book: structured reservation endpoint with agent wallet or API key/cancel: policy-aware reverse transaction/itinerary: JSON itinerary with notes, contact info, and reminders
Differentiation
- Agent-first docs: YAML + JSON examples, no HTML fluff
- Trust layer: handles affiliate partnerships and commission transparently
- Feedback endpoint: agents log success/failure for RLHF-style optimization
- Dynamic itinerary editing: agents can reschedule legs of a trip on the fly
Go-To-Market
- Focus on travel-focused LLM apps, concierge bots, digital nomad services
- Partner with OTA aggregators to white-label backend
- Eventually become the Stripe of AI travel booking