Data Science Research
Explore the science behind PriceLabs’ revenue decisions – combining research and innovation that maximizes your revenue potential.

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Powering Listings
with Design and Data
PriceLabs' Secrets
Revelations From Our Data Science Team
PriceLabs’ Minimum Stay Recommendation Engine Algorithm
Discover the power of dynamic minimum night recommendations with PriceLabs! Explore how our innovative pricing tool helps you optimize your vacation rental’s minimum stay requirements for maximum revenue. Get started today!
Overview of PriceLabs’ Dynamic Pricing Algorithm (Part 1)
Discover PriceLabs’ transparent approach to dynamic pricing. Unveil the science behind our algorithm in Part 1 of our blog series. Explore now!
Overview of PriceLabs’ Dynamic Pricing Algorithm (Part 2)
Discover PriceLabs’ transparent approach to dynamic pricing. Unveil the science behind our algorithm in Part 2 of our blog series. Explore now!
Spotlight
- Groundbreaking innovation from PriceLabs
Discover any Property's Earning Potential with Revenue Estimator Pro
Get quick, actionable insights for any vacation rental address in the world. Enter any address for an instant revenue estimate that includes revenue and seasonality. Fine-tune results to suit your requirements and compare them with similar properties using filters for property type, location, or amenities.
Revenue Management Made Simple with Generative AI
Discover how PriceLabs leverages Generative AI to translate complex data into clear sentences. We make sophisticated analytics accessible and speed up decision-making for property managers and hosts.
Our New Hyper Local Pulse Algorithm
Dive deep into the future of revenue management with our newly unveiled Hyper Local Pulse Algorithm. Uncover the science and innovation behind this game-changing tool that promises unparalleled precision in the ever-evolving short-term rental landscape. Don't miss out on understanding how this breakthrough can reshape your approach.
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Spotlight
Min Stay Recommendation Engine
In 2017, PriceLabs revolutionized the market with dynamic min-stay settings. By 2022, we elevated this innovation, launching our Min Stay Recommendation Engine. This tool, backed by data science, intelligently guides users to optimize their booking durations and revenues.
Showing "Same Time Last Year" Graphs
PriceLabs is the only leading revenue management platform that allows users to easily see how they’re doing now compared to the “same time last year.” Using our platform, you can check if your occupancy, revenues, or ADR are higher or lower than the previous year. It’s like having a memory tool for your business’s performance.
Driving Innovation, Inspired By You

Cutting-edge Technology
At PriceLabs, innovation is driven by a synergy of cutting-edge technology and invaluable user feedback.

Real-world Insights
Our unwavering commitment to integrating data science with real-world insights from our users ensures that we stay at the forefront of industry advancements.

Trust and Collaboration
With each release, we not only deliver transformative solutions for the evolving short-term rental landscape but also validate the trust and collaboration of our dedicated user community.
Product Innovation: Discover PriceLabs' New Features Every Month
PriceLabs in Portuguese – 2023 Brazilian Market Data
We’re excited to launch a more accessible version of PriceLabs to our Portuguese-speaking audience. In addition to the training, customer support, and account management already
This month: PriceLabs Calendar Adds Key Booking Data + Far-Out Customizations + PriceLabs speaks Italian!
We are excited to share two major updates with you this month: PriceLabs Calendar Update: Adding Booking Data for Improved Decisions At PriceLabs, we understand
PriceLabs in Italian – 2023 Italian Market Data
We’re excited to announce that we’re offering our Italian-speaking customers an even better experience. In addition to the training, customer support, and account management already

Vacation Rental Owner Communication: Moving from Reactive to Proactive
Updated : Apr 21, 2026 In the rapidly evolving short-term rental (STR) landscape, the difference between a highly successful property manager and a struggling one

How Small Hosts Turn Airbnb Analytics into Time-Saving Decisions
Updated : Apr 21, 2026 Most small Airbnb hosts start out the same way: adjusting prices by gut feel, checking bookings manually across tabs, and

7 Essential Metrics to Track Hotel Dynamic Pricing Success
Updated : Apr 16, 2026 Are you truly winning the revenue game, or are you just staying busy while leaving money on the table? If


