How GuestFavorites Works
Understanding our data-driven approach to Airbnb market data
Our Core Pipeline
How we collect, structure, and compute Airbnb market metrics.
Every day, from public calendars
Data Collection
GuestFavorites collects data from Airbnb listings on a daily basis. We gather basic information that's publicly available on Airbnb: calendar availability, prices, reviews, and minimum stay requirements. This daily collection helps us track changes in the market over time.
Additionally, we partner with property managers who share their Airbnb insights directly with us. This unique collaboration provides an extra layer of accuracy to our data, allowing us to validate our findings and offer even more precise market data.
Millions of data points, daily
How We Process the Data
Our system processes millions of data points each day to detect meaningful changes in the market. We analyze new bookings, price adjustments, guest reviews, and updates to stay requirements through our sophisticated algorithms. This comprehensive analysis reveals intricate patterns in market behavior.
We look for patterns like: Which dates are getting booked? How do prices change before and after bookings? What are the typical booking windows in your area? How special events affect your market?
Booking Detection in Action
See how our algorithm analyzes calendar availability changes and calculates the true reservation revenue by summing up nightly rates.
Day 1: Base Availability & Nightly Prices
Our daily crawler records individual nightly rates before any calendar changes. This historical pricing baseline is saved in our database.
Premium 2BR Penthouse
Madrid, Spain
Algorithms
30+ rules active
From Raw Data to Market Metrics
How we aggregate millions of daily data points into actionable dashboards, maps, and insights.
1. Data Aggregation
We combine daily calendar tracks, historical rates, review indexes, and partner data for millions of listings.
2. Location Roll-up
We group listings by location and compute dozens of market metrics for each area, including occupancy, ADR, and revenue.
3. Interactive Dashboards
We deliver interactive market dashboards, revenue charts, and occupancy heatmaps on your market view.
Put this pipeline to work
Everything above runs daily across thousands of markets. Here is what that looks like in practice.
Evaluate a market
Compare occupancy, revenue, and supply before buying or launching.
Benchmark your listing
See how similar properties perform and where you stand locally.
Follow demand over time
Watch seasonal patterns and market shifts with data refreshed every day.