Product
The decision engine for travel booking.
b2a Bluepillow 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 b2a Bluepillow fills.
Without b2a Bluepillow
Your agent calls 16 OTAs, receives thousands of results, implements its own ranking logic, and still guesses.
With b2a Bluepillow
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? b2a Bluepillow 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