AirbnbAirbnb

Airbnb search results scraper - Extract listings with prices and ratings

Extract comprehensive listing data from any Airbnb search page including prices, ratings, reviews, and property links. Monitor entire markets, track competitor pricing, and analyze rental trends across neighborhoods, making it perfect for property managers and market researchers operating at scale.

What this robot extracts

From any Airbnb search results page URL, this robot captures:

Listing information

  • Property titles and names
  • Direct links to each listing
  • Position in search results
  • Full property descriptions

Pricing data

  • Nightly rates for each property
  • Price per guest calculations
  • Currency information

Guest ratings & reviews

  • Overall rating scores
  • Total number of reviews
  • Review counts and trends

Visual assets

  • Main listing image URLs
  • Property photos for analysis
  • Visual presentation data

Sample data output

Position Title Name of Place Price Rating Reviews Full Information Link
1 Oceanfront Paradise Villa Malibu Beach House $425/night 4.92 324 5 beds · 3 baths · Beach access · Pool View listing →
2 Downtown Luxury Loft Austin City Center $285/night 4.88 567 2 beds · 2 baths · Skyline views · Workspace View listing →
3 Cozy Mountain Cabin Lake Tahoe Retreat $195/night 4.95 892 3 beds · 2 baths · Hot tub · Fireplace View listing →
4 Historic Brooklyn Brownstone Park Slope Classic $350/night 4.90 234 4 beds · 2.5 baths · Garden · Near subway View listing →
5 Modern Beach Studio Santa Monica Surf $165/night 4.85 445 Studio · 1 bath · Ocean view · Walk to pier View listing →

Who uses this robot

📊
Market Research Teams
Analyze rental markets across cities, track pricing trends, and identify high-demand neighborhoods for investment decisions.
🏢
Property Management Companies
Monitor competitive pricing across entire markets, track new listings, and optimize portfolio positioning.
💼
Real Estate Investors
Identify market opportunities, analyze rental yields, and track property performance across different locations.
🚀
Revenue Optimization Platforms
Feed market-wide pricing data into algorithms for dynamic pricing and demand forecasting.
🗺️
Travel Planning Services
Aggregate accommodation options for destination guides and automated booking recommendations.

Key features

📍
Location-based extraction
Extract data from any city, neighborhood, or custom search area
Bulk market analysis
Process hundreds of listings from multiple search queries
🔄
Workflow automation
Chain with property details robot for comprehensive data
📈
Price tracking
Monitor pricing changes and seasonal variations
🌍
Global coverage
Works with Airbnb search results worldwide
🔗
Direct integrations
Connect to 7,000+ apps via Zapier, Make, and APIs

Real-world use cases

Market entry analysis

Use this robot to analyze entire markets before entering new geographic areas. Extract data from multiple search queries to understand pricing distributions, popular amenities, and occupancy indicators across different neighborhoods.

Competitive pricing intelligence

Track competitor listings across your market to optimize pricing strategies. Monitor how properties similar to yours are priced, when they adjust rates, and how pricing correlates with occupancy and reviews.

Investment opportunity identification

Scan multiple markets to identify underserved areas or pricing gaps. Compare rental yields across neighborhoods and property types to make data-driven investment decisions.

Learn more in our comprehensive guide to Airbnb data extraction.

How to use this robot

1
Search on Airbnb
Go to Airbnb and search for your target location. Apply any filters you need (dates, price range, property type, amenities).
💡 Pro tip: Use specific filters to narrow down to your exact competitive set or target market segment.
2
Copy the search URL
Copy the complete URL from your browser's address bar. This URL contains all your search parameters and filters.
3
Configure extraction settings
Paste the URL into Browse AI and set the maximum number of places to extract (up to 10 per run). For more listings, use bulk runs or pagination.
4
Export or automate
Download results as CSV, sync to Google Sheets, or set up a workflow to automatically extract property details from each listing URL.
💡 Pro tip: Combine with our property details robot using Workflows for complete market intelligence.

Advanced strategies

Complete market intelligence pipeline

Combine this robot with our property details extractor using Browse AI Workflows:

Automated workflow example:

  1. Extract search results from multiple neighborhoods
  2. Capture all listing URLs and basic data
  3. Automatically feed URLs to property details robot
  4. Extract reviews, amenities, and images from each listing
  5. Compile comprehensive market database
  6. Export to your analysis platform of choice

This approach enables systematic market analysis across hundreds of properties without manual intervention.

Multi-location market comparison

Set up parallel extraction across different cities or neighborhoods:

  • Create search URLs for each target location
  • Use bulk runs to process all searches simultaneously
  • Compare pricing, availability, and property types across markets
  • Identify expansion opportunities and pricing strategies

Seasonal pricing analysis

Monitor the same search queries over time to understand seasonal patterns:

  • Set up weekly or monthly monitoring of key searches
  • Track how prices change with seasons and events
  • Identify optimal pricing windows
  • Understand supply and demand dynamics

Learn more in our guide to automating Airbnb data extraction.

Integration options

Connect your Airbnb search data to:

  • Google Sheets - Create live dashboards with automatic updates
  • Zapier - Trigger workflows when new listings appear
  • Airtable - Build searchable property databases
  • Make.com - Design complex multi-step automations
  • Pabbly Connect - Create affordable workflow automations
  • REST API - Integrate directly with your applications

Frequently asked questions

How many listings can I extract at once?

This robot extracts up to 1,000 listings per run. For larger datasets, use bulk runs with multiple search URLs or set up pagination to capture all results from a search.

Can I filter search results before extracting?

Yes! Apply all your filters on Airbnb first (price range, dates, property type, amenities), then copy the filtered search URL. The robot will extract only the filtered results.

How do I extract detailed information from each listing?

This robot captures overview data from search results. For detailed information (full reviews, all amenities, complete photo galleries), use our property details robot with the listing URLs extracted by this robot.

Can I monitor the same search over time?

Absolutely. Set up scheduled monitoring (daily, weekly, monthly) to track how search results change over time. Perfect for tracking new listings, price changes, and market dynamics.

Does this work for all Airbnb domains?

Yes, the robot works with any Airbnb domain (.com, .co.uk, .ca, etc.) and extracts data in the local currency and language.

How do I process more than 1,000 listings?

Use Browse AI's bulk run feature to process multiple search pages, or set up pagination to systematically work through all search results. You can also use Workflows to automate large-scale extraction.

Related tools & workflows

🔄 Complete your Airbnb data pipeline

Combine with our property details robot for comprehensive insights:

Use Browse AI Workflows to create an end-to-end solution:

  1. This Search Results Robot - Extract listing URLs and overview data
  2. Property Details Robot - Deep dive into reviews, amenities, and images
  3. Automated Processing - No manual URL copying required
  4. Complete Database - All data unified in your preferred platform

Perfect for: Quarterly market reports, investment analysis, and competitive benchmarking.

Other useful robots

Learn more

📚 How to scrape Airbnb into a live database - Step-by-step tutorial
🛠️ Airbnb + Google Sheets integration - Build automated dashboards
📊 Airbnb + Airtable setup guide - Create searchable databases

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