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Collecting Real Tourism Listings and Prices at Scale: A Developer’s Guide to Geo-Accurate Data Aggregation
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Collecting Real Tourism Listings and Prices at Scale: A Developer’s Guide to Geo-Accurate Data Aggregation
If you’ve ever tried to aggregate data from global travel platforms—Booking.com, Airbnb, Agoda, Expedia—you’ve probably noticed something frustrating: The data isn’t consistent. Prices change by country. Availability changes by IP. Listings disappear when traffic looks automated. For developers building tools in the tourism and hospitality space, this isn’t a scraping problem—it’s a geo-context problem. This article breaks down how residential p…
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