Location & Geospatial

Short-Term Rental Locations

Buy and sell short-term rental locations data. Airbnb and VRBO listings with occupancy rates and pricing by location. STR analytics AI tracks rental market dynamics block by block.

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Overview

What Is Short-Term Rental Locations Data?

Short-term rental locations data comprises detailed information about properties listed on platforms such as Airbnb and VRBO, including occupancy rates, nightly pricing, and block-level market dynamics. This data enables investors and operators to identify high-demand areas near tourist attractions, college towns, and business districts where short-term rentals command premium nightly rates compared to long-term leases. Analysts use location-level intelligence to track regulatory environments, supply-and-demand imbalances, and profitability signals that drive investment decisions in the vacation rental and home-sharing sectors.

Market Data

Buy-and-hold with Airbnb/VRBO listing

Best Short-Term Rental Investment Strategy

Source: Mashvisor

Tourist attractions, college towns, business districts

Ideal Locations for STR Investment

Source: Mashvisor

Higher demand + lower supply = higher nightly rates

Key Profitability Factor

Source: Mashvisor

Roomscore index tracks legal framework, restrictions, taxation, licensing, enforcement

Regulatory Scoring Framework

Source: ResearchGate

Who Uses This Data

What AI models do with it.do with it.

01

Real Estate Investors

Evaluate block-by-block occupancy and pricing to identify high-yield short-term rental markets before property acquisition

02

Hospitality Analytics Firms

Track Airbnb and VRBO supply, pricing dynamics, and demand trends to benchmark market competition and forecast revenue

03

Property Management Companies

Monitor local regulatory environments and comparable listings to optimize rental rates and operational strategy

04

Urban Planners & Policymakers

Use location data to assess short-term rental concentration, regulatory impact, and housing market effects

What Can You Earn?

What it's worth.worth.

Entry-Level (Basic Location Data)

Varies

Historical occupancy and pricing by neighborhood or zip code

Mid-Tier (Analytics & Trends)

Varies

Real-time occupancy rates, seasonal pricing patterns, block-level demand signals

Premium (Predictive Intelligence)

Varies

AI-driven forecasts, regulatory compliance tracking, competitive listing analysis

What Buyers Expect

What makes it valuable.valuable.

01

Accuracy & Completeness

Verified listing information, current pricing, and occupancy data from Airbnb, VRBO, and other platforms

02

Geographic Granularity

Block-level or neighborhood-level segmentation to enable micro-market analysis and investment targeting

03

Regulatory Context

Alignment with city licensing frameworks, tax obligations, and enforcement regimes that affect STR viability

04

Timeliness

Real-time or near-real-time updates on availability, pricing, and booking patterns

Companies Active Here

Who's buying.buying.

Airbnb / VRBO Hosts & Networks

Optimize nightly pricing, monitor demand, and benchmark against competing listings

Real Estate Investors (Buy-and-Hold)

Identify high-income, high-occupancy neighborhoods before purchasing rental properties

STR Analytics & AI Platforms

Aggregate and model block-by-block rental market dynamics for investor clients

FAQ

Common questions.questions.

What platforms does short-term rental location data cover?

The primary platforms are Airbnb and VRBO (Vacation Rentals by Owner), along with related services such as HomeAway, FlipKey (TripAdvisor), and Couchsurfing. Data focuses on listing inventory, pricing, and occupancy patterns across these marketplaces.

Which locations offer the best returns for short-term rental investment?

High-demand areas near tourist attractions (mountains, national parks, ski resorts), college towns, and business districts tend to generate strong nightly rental income. Higher demand combined with lower supply enables premium pricing.

How does location affect short-term rental profitability?

Location is the primary profitability driver. It determines both rental rates and operating expenses. Areas with high demand and constrained supply command higher nightly rates, while location also influences insurance, property taxes, and regulatory compliance costs.

What role does regulation play in short-term rental markets?

Regulatory strictness varies significantly by city across legal frameworks, licensing requirements, tax obligations, and enforcement. The Roomscore index measures these factors; cities with lighter regulation and clearer legal frameworks tend to attract more STR investment and supply.

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