Pull vacation rental listing data — prices, amenities, occupancy signals — into CSV or JSON for analysis with Apify.
Start Scraping with Apify →Vacation rental markets move on calendar availability and dynamic pricing. Teams that manage portfolios, advise hosts, or study market density need structured exports, not infinite scrolling through map pins.
Title, location, nightly price, cleaning fees when shown, guest capacity, bedroom count, amenities, ratings, review volume, and calendar availability windows. Consistent field names across runs make time-series analysis possible.
The same property can appear under multiple search filters. Deduplicate on listing ID or URL, normalize currencies, and flag missing amenities. A short post-processing step turns raw scrapes into analysis-ready tables.
Weekly city-wide dumps suit market research. Nightly refreshes suit dynamic pricing. Append-only storage preserves history so you can measure how long listings stay vacant or how quickly prices rebound after events.
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