Launching today
Mapping.Tavel
Free, open hotel-mapping API for travel companies
4 followers
Free, open hotel-mapping API for travel companies
4 followers
mapping.travel reconciles hotel inventory across suppliers. Upload your list, get back a unified ID plus each supplier's IDs with a confidence score. An open golden dataset, about 95% F1, drop-in GIATA and Vervotech compatibility, and a free tier (2 mappings per day). No black boxes.
@contact_socials Curious about the 95% F1. How does it hold up with messy supplier data, especially similar hotel names, incomplete addresses, or inaccurate coordinates? And what happens when the model isn't confident enough about a match?
@youssef_laouina1 Great question. The 95% F1 comes from our benchmark dataset, but messy supplier data is exactly what we designed for.
We don't rely on a single field like name or coordinates. We combine multiple signals across the property data to resolve a match.
Every match also gets a confidence score. If the evidence isn't strong enough, we'd rather leave a property unmapped than force a bad match. Precision matters more than coverage when you're cleaning real inventory.