Platform
One schema for every travel product.
Supplier data arrives in a dozen shapes. BookingBots maps properties, rooms, vehicles, cabins and fares into a single consistent schema your team learns once.
Definition
What is normalization & mapping?
Travel data normalization is the mapping of inconsistent supplier data into one schema. BookingBots maps properties, rooms, vehicles, cabins and fares so the same response shape covers flights, hotels, cars, cruises and every other category, and your team learns it once.
Normalization & Mapping in detail
Standardize and map data into a consistent format across all products.
Entity mapping
ML-assisted property, room and vehicle mapping with human review on low-confidence matches.
Content unification
Descriptions, images, amenities and geodata merged into one canonical record.
Consistent schema
The same response shape across flights, hotels, cars, cruises and the rest.
Continuous quality
Mapping confidence scores monitored and improved continuously.
- 100+
- Global Suppliers
- 1.2M+
- Live Inventory Items
- 3B+
- API Calls / Month
- 99.9%
- Uptime
- <3s
- Search Response Time
Other platform capabilities
Questions, answered
- Why does normalization matter?
- Unmapped supply produces duplicate properties, mismatched rates and a different integration shape per supplier. It is the difference between aggregated supply and merely collected supply.
- What gets mapped?
- Properties, rooms, vehicles, cabins and fares, plus descriptions, images, amenities and geodata merged into one canonical record.
- Is mapping automated?
- ML-assisted, with human review on low-confidence matches. Confidence scores are monitored and improved continuously.
- What does it change for developers?
- One response shape across all nine inventory categories, rather than one per supplier.
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