Vacation Rental Market Intelligence & Pricing Analytics for HomeToGo

How Actowiz delivered comprehensive vacation rental pricing data, demand forecasting, and competitive supply mapping across 200+ global destinations for HomeToGo.

Industry

Travel & Hospitality — Vacation Rental Aggregation

Geography

Global — 200+ destinations across 30+ countries

Data Format

JSON, CSV, BigQuery API

Key Deliverables

Rental Price Index • Supply Mapping Dashboard • Demand Forecast Reports • Competitor Feature Analysis

Data Points

3.2M+ rental listings tracked

Frequency

Daily + Weekly Deep Crawl

Tools & Stack

Python • BigQuery • Looker • TensorFlow

Contact Sales

Client Overview

HomeToGo is the world's largest vacation rental search engine, aggregating listings from Airbnb, Vrbo, Booking.com, and hundreds of smaller platforms. To maintain their meta-search leadership and expand into new markets, they needed comprehensive market intelligence covering rental pricing trends, supply distribution, and demand patterns across 200+ destinations. Actowiz built a data ecosystem tracking 3.2M+ listings globally with daily refresh cycles.

Industry & Geography

Industry

Travel & Hospitality — Vacation Rental Meta-Search

Geography

Global — 200+ destinations spanning Europe, Americas, Asia-Pacific, Middle East

Business Challenges

Massive Data Scale
Aggregating and normalizing data from 3.2M+ vacation rental listings across hundreds of source platforms with varying data structures and formats.
Property Deduplication
The same property often appeared on multiple platforms with different names, photos, descriptions, and pricing — creating catalog quality issues.
Dynamic Pricing Complexity
Rental pricing varied by platform, booking window, minimum stay requirements, cleaning fees, service fees, and seasonal surcharges.
Supply Coverage Gaps
Identifying which properties listed on niche local platforms weren't yet in HomeToGo's aggregated catalog was critical for market completeness.

Project Objectives

Track rental pricing across 3.2M+ listings on 50+ source platforms daily
Build property deduplication engine with 95%+ accuracy
Create destination-level rental price index for strategic planning
Identify supply coverage gaps against Airbnb, Vrbo, and regional platforms
Develop demand forecasting models for top 200 destinations

Actowiz Solutions Approach

Multi-Platform Aggregator

Scalable crawling infrastructure harvesting listing data from 50+ vacation rental platforms with daily refresh and automated schema mapping.

AI Property Deduplication

Computer vision + NLP model matching properties across platforms using photos, descriptions, and geolocation coordinates with 97% accuracy.

Rental Price Index Engine

Proprietary destination-level price index factoring in property type, size, amenities, location tier, seasonality, and total cost of stay.

Demand Forecasting Model

ML model combining search trends, booking velocity, event calendars, flight data, and weather patterns to predict rental demand 90 days ahead.

Sample Data Snapshot (Illustrative)

Destination	Avg Nightly Rate	YoY Change	Supply Count	Demand Score
Mallorca, Spain	€185/night	+12%	28,400	94/100
Algarve, Portugal	€142/night	+18%	15,200	89/100
Tuscany, Italy	€210/night	+8%	22,600	86/100
Costa Brava, Spain	€128/night	+15%	11,800	82/100
Côte d'Azur, France	€245/night	+6%	19,300	91/100

Key Features

3.2M+ listings tracked globally
AI property deduplication (97%)
Destination-level price indices
90-day demand forecasting
Supply coverage gap detection
Competitor feature comparison

Business Impact

3.2M+ Listings Tracked Globally
97% Deduplication Accuracy
22% Supply Coverage Improvement

Before vs After Actowiz

❌ Before Actowiz

Incomplete supply visibility
High duplicate listing rate
No standardized price index
Reactive demand analysis

✅ After Actowiz

Full 50-platform coverage
97% deduplication accuracy
Proprietary rental price index
Predictive 90-day demand models

Client Feedback

Actowiz's vacation rental intelligence is the backbone of our meta-search platform. Their deduplication engine alone saved us thousands of hours and dramatically improved our listing quality across all markets.

— Nils Regge, CTO, HomeToGo

Conclusion

Actowiz's data intelligence platform tracks 3.2M+ vacation rental listings for HomeToGo, achieving 97% deduplication accuracy and driving a 22% improvement in supply coverage — reinforcing their position as the world's largest rental search engine across 200+ destinations.

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Vacation Rental Market Intelligence & Pricing Analytics for HomeToGo

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Client Overview

Industry & Geography

Industry

Geography

Business Challenges

Project Objectives

Actowiz Solutions Approach

Multi-Platform Aggregator

AI Property Deduplication

Rental Price Index Engine

Demand Forecasting Model

Sample Data Snapshot (Illustrative)

Key Features

Business Impact

Before vs After Actowiz

❌ Before Actowiz

✅ After Actowiz

Client Feedback

Conclusion

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