About Mapping
We are building accessible mapping infrastructure for the travel industry — starting with hotel property matching.
Our Mission
Hotel property matching is critical infrastructure. Every travel company — OTA, wholesaler, metasearch, channel manager — needs to reconcile hotel IDs across dozens of suppliers. Yet for years the only options were expensive proprietary solutions ($400-500/month), or building it yourself.
We experienced this problem firsthand. We benchmarked every commercial solution. None worked well enough. All were expensive. So we built a better way: a free, accurate hotel property matching API with 700K properties indexed across 180+ countries.
Our model achieves F1 0.95 (95% accuracy) using a two-stage approach: fuzzy candidate retrieval with rapidfuzz, followed by semantic reranking with BGE-Reranker. Free up to 2 mappings per day, with transparent pay-as-you-go pricing when you scale.
Our Principles
Free for everyone
Mapping infrastructure should not be a barrier. The free tier (2 mappings per day) is production-ready and has no time limit. We mean it.
Transparent by default
Every match returns a confidence score. We publish our benchmark methodology. You always know how reliable each result is and why.
No lock-in
No contracts, no minimums, no surprise fees. Your data is portable. Pay only proportional to value, and leave whenever you want.
Sustainability over profit
Paid tiers fund infrastructure for everyone. All improvements flow back to the free tier. The free tier is not a marketing trick.
Developer Resources
Full API reference, quickstart guides, and integration examples are available in our developer documentation. Get from signup to your first matched hotel in minutes.
Get in Touch
Questions, partnership inquiries, or enterprise discussions — reach us at contact@mapping.travel. We respond within 24 hours on business days.
Contact usStart matching for free
2 mappings per day. No credit card. Production-ready.