Airbnb Listing Scraper

A comprehensive Airbnb data scraper for short-term rental investors, property managers, and market researchers.

Listing Data:

• Title, property type, and capacity (guests/beds/baths)
• Nightly price, cleaning fee, and service fee
• Superhost status and host response rate
• Amenities list and house rules
• Exact or approximate location coordinates
• Photos with room labels

Calendar & Pricing:

• 12-month availability calendar
• Dynamic pricing history
• Minimum/maximum stay requirements
• Seasonal pricing patterns
• Occupancy rate estimation

Reviews:

• Full review text with date and rating
• Category ratings (cleanliness, location, etc.)
• Reviewer origin and trip type
• Host response to reviews
• Sentiment analysis scoring

Market Analysis:

• Revenue estimation per listing
• Average daily rate (ADR) by area
• Supply/demand trends
• New listing detection alerts
• Comparable listing analysis

Tech Stack:

• Python + Playwright
• Proxy rotation built-in
• CSV/JSON/Excel export
• Docker deployment