Product
The decision engine for travel booking.
Blue Pillow Hotels & Stays sits between AI agents and OTAs. It aggregates availability and pricing from 16+ sources, applies a proprietary ranking model, and returns a single booking decision — not a list.
Try now Read the docs →The problem
AI agents need decisions, not options.
When an AI agent needs to book a hotel, it can't present the user with 200 results and ask them to choose. It needs to pick one — confidently, immediately, correctly.
Today's travel APIs return lists. They return prices. They return data. None of them return a decision. That gap is what Blue Pillow Hotels & Stays fills.
Without Blue Pillow Hotels & Stays
Your agent calls 16 OTAs, receives thousands of results, implements its own ranking logic, and still guesses.
With Blue Pillow Hotels & Stays
One API call. One hotel. One OTA. One confidence score. Ready to book.
How it works
Four layers. One answer.
1
Aggregation
We simultaneously query 16+ OTAs, normalizing prices, availability, and room types into a unified data model.
2
Enrichment
Each option is enriched with our proprietary signals: historical conversion rates, cancellation probability, price stability, and offer quality score.
3
Ranking
Our model ranks by booking success probability — not price alone. A cheaper option with a 45% cancellation rate scores lower than a slightly pricier one with 16%.
4
Decision
We return one recommended property with a confidence score, plus 2–3 alternatives. Your agent books.
Who it's for
Built for builders.
⚙️
AI agent builders
Building travel agents or automated booking flows? Blue Pillow Hotels & Stays is the booking brain.
🏢
Travel platforms
OTAs, metasearch engines, and travel management companies that want smarter booking decisions.
🔌
Infrastructure teams
Engineering teams that need a neutral routing layer without managing 16 API integrations.
The data advantage
Built on 9 years of booking data.
Trained on 1M+ real bookings per year, across 16 OTAs, in 190+ countries.
1 TB
Historical booking data
7M
Deduplicated properties
285M
Price combinations/day
0.94
Avg confidence score