SYSTEM all green source homeaway.com queue 18,492 listings p99 latency 184ms dataflirt.com · scraper/homeaway-com
RUN * 112 active pipelines * homeaway.com live

HomeAway data,
at warehouse scale.

We extract property listings, dynamic pricing, availability calendars, host details, and reviews from HomeAway. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Properties extracted
1.2M /day
Calendar updates
4.7M /24h
Review records
342K /run
Active pipelines
112
Uptime
99.98%
Data Dictionary

Every field we extract from homeaway.com

Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.

Complete list of extractable fields for Property Listings objects from homeaway.com. All fields typed and schema-versioned.

property_idtitleproperty_typebedroomsbathroomsmax_guestslatitudelongitudeaverage_ratingreview_countamenities
property_listings
● 200 OK
"property_id": "HA1234567",
"title": "Luxury Beachfront Villa with Private Pool",
"property_type": "Villa",
"bedrooms": 4,
"bathrooms": 3.5,
"max_guests": 10,
"average_rating": 4.9,
"review_count": 124
# property_idtitleproperty_typebedroomsbathroomsmax_guests
1
2
3

Complete list of extractable fields for Pricing & Fees objects from homeaway.com. All fields typed and schema-versioned.

property_idbase_ratecleaning_feeservice_feetotal_pricecurrencytax_amountminimum_staysecurity_deposit
pricing_& fees
● 200 OK
"property_id": "HA1234567",
"base_rate": 450.0,
"cleaning_fee": 150.0,
"service_fee": 65.0,
"total_price": 665.0,
"currency": "USD",
"minimum_stay": 3
# property_idbase_ratecleaning_feeservice_feetotal_pricecurrency
1
2
3

Complete list of extractable fields for Availability Calendar objects from homeaway.com. All fields typed and schema-versioned.

property_iddatestatuspricemin_stay_overridemax_stay_overrideupdated_atbooking_window
availability_calendar
● 200 OK
"property_id": "HA1234567",
"date": "2026-07-15",
"status": "available",
"price": 495.0,
"min_stay_override": 5,
"updated_at": "2026-05-12T10:30:00Z"
# property_iddatestatuspricemin_stay_overridemax_stay_override
1
2
3

Complete list of extractable fields for Host Data objects from homeaway.com. All fields typed and schema-versioned.

host_idnamejoin_dateresponse_rateresponse_timelanguagepremier_host_statustotal_listingsverification_status
host_data
● 200 OK
"host_id": "H987654",
"name": "Sarah Jenkins",
"join_date": "2018-03-12",
"response_rate": 98.5,
"response_time": "within an hour",
"premier_host_status": true,
"total_listings": 3
# host_idnamejoin_dateresponse_rateresponse_timelanguage
1
2
3

Complete list of extractable fields for Reviews objects from homeaway.com. All fields typed and schema-versioned.

review_idproperty_idguest_namestay_daterating_overallrating_cleanlinessrating_communicationrating_locationreview_text
reviews
● 200 OK
"review_id": "REV554433",
"property_id": "HA1234567",
"guest_name": "Michael T.",
"stay_date": "2026-04-10",
"rating_overall": 5,
"rating_cleanliness": 5,
"rating_communication": 5
# review_idproperty_idguest_namestay_daterating_overallrating_cleanliness
1
2
3

Capabilities

Everything you need from HomeAway, nothing you do not

Our HomeAway scraper handles every layer of the platform: property listings, dynamic pricing algorithms, calendar availability, host intelligence, and the review corpus. We manage JavaScript rendering, session state, and anti-bot circumvention natively.

Full Property Data Extraction

Title, description, property type, bedrooms, bathrooms, maximum guests, house rules, and full amenity lists scraped at the listing level.

Dynamic Pricing & Fees

Capture base nightly rates, cleaning fees, service fees, taxes, and security deposits. Timestamped per crawl to track dynamic pricing adjustments.

Availability Calendar Sync

Extract forward-looking availability calendars up to 18 months in advance. Track blocked dates, minimum stay rules, and seasonal rate changes.

Review & Rating Mining

Full review text, overall ratings, sub-category ratings, guest names, and stay dates paginated across all review pages.

Host Intelligence

Host name, Premier Host status, response rate, response time, joined date, and total active listings across the platform.

Geolocation & Map Data

Extract latitude and longitude coordinates, neighbourhood descriptions, and proximity metrics from map-rendered components.

Cancellation Policies

Capture exact cancellation windows, refund percentages, and strictness tiers for every property.

Multi-Region Support

Scrape listings across global HomeAway and VRBO domains with localised currency and language settings.

Scheduled & Streaming Modes

Run one-off bulk exports or configure continuous pipelines at daily or hourly cadences with change-detection diffing.

// engagement pipeline

From location target to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide bounding boxes, city names, or specific listing IDs. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy and Playwright crawlers, proxy rotation, session management, and CAPTCHA handling for homeaway.com.

Validation & QA
d 4–6

Schema validation, null-rate checks, price-outlier detection, and calendar accuracy verification before full launch.

Delivery
ongoing

JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.

Under the hood

How our HomeAway pipeline handles the hard parts

Expedia Group invests heavily in scraping detection. Here is how we stay resilient and why teams choose managed infrastructure over DIY.

pipeline-monitor · homeaway.com · live ● active
// fingerprinting
Identity rotation
TLS fingerprintrandomised
User-agentrotated
IP poolresidential
Challenges blocked0
// pagination
Page coverage
48,291 pages queued running
// observability
Pipeline health
99.9%
uptime
142ms
p99 lat
0.3%
null rate
2
alerts
Anti-bot layer
Residential proxy rotation and fingerprint spoofing

HomeAway uses sophisticated bot detection evaluating TLS fingerprints and IP reputation. Our crawlers use residential ISP proxies with realistic browser fingerprints, randomised request timing, and full cookie session management.

Map rendering
Full Playwright execution for spatial search

HomeAway search results are heavily map-driven and JavaScript-rendered. We run full Playwright browser sessions to trigger map pan events, hydrating the DOM to capture listings that headless HTTP clients miss entirely.

Calendar pagination
Deep graph API extraction

Availability calendars span multiple months and require complex API state management. We reverse-engineer the internal GraphQL endpoints to extract continuous calendar blocks without missing dates or seasonal overrides.

Change detection
Only re-scrape what has changed

For large property catalogues, we maintain a hash index of last-seen values per field. Subsequent runs only push diffs. This reduces compute cost, storage bloat, and downstream processing load.

Monitoring
24/7 pipeline health with anomaly detection

Every run emits structured logs to our observability stack. We alert on null-rate spikes, price outliers, schema drift, and coverage drops. SLA uptime is contractual.

Applications

Who uses HomeAway data and how

Teams across industries use homeaway.com data to build competitive products and smarter operations.

01
Dynamic Pricing Models

Property managers monitor competitor pricing, seasonal rate changes, and booking velocity to optimise their own nightly rates.

02
Real Estate Investment

Investors analyse occupancy rates, average daily rates, and revenue potential across neighbourhoods to identify lucrative property acquisitions.

03
Market Research

Analysts track supply growth, amenity trends, and professionalisation of hosts to evaluate the short-term rental market.

04
Competitor Analysis

Hospitality brands and OTAs monitor HomeAway inventory overlap, pricing parity, and exclusive listings.

05
AI Training Data

Machine learning teams use property descriptions, images, and reviews to train recommendation engines and valuation models.

06
Travel Aggregation

Metasearch engines ingest availability and pricing data to provide unified search experiences across multiple booking platforms.

Why DataFlirt

"HomeAway holds the pricing and availability signals for millions of vacation rentals globally, but none of it is queryable unless you build the pipeline."

Most teams underestimate the investment required: reliable HomeAway scraping requires residential proxies, full JavaScript rendering for map clusters, CAPTCHA handling, daily selector maintenance, and anomaly monitoring. DataFlirt absorbs that complexity so your engineers can focus on the analysis, not the infrastructure.

Technical Spec

HomeAway scraper technical capabilities

Everything supported by our homeaway.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

JavaScript rendering
Full Playwright sessions required for map search and dynamic content
Supported
CAPTCHA bypass
Automated 2Captcha and CapSolver integration with fallback to manual queue
Supported
Residential proxy rotation
ISP-grade residential IPs rotated per request
Supported
Calendar extraction
Forward-looking availability and pricing per date
Supported
Review pagination
Full review corpus including all historical pages
Supported
Change detection (diffs)
Hash-based diff to only emit records with changed fields
Supported
Webhook delivery
HTTP POST per record or batch for real-time workflows
Supported
Host contact details
Direct email addresses and personal phone numbers of hosts
Partial
Guest booking history
Historical reservations tied to specific user accounts
Partial
Infrastructure

Infrastructure powering the HomeAway pipeline

Open-source tooling on proven cloud infra — no vendor lock-in, full observability.

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy and Playwright Stack

Scrapy handles crawl orchestration, deduplication, and retry logic. Playwright handles JavaScript rendering, cookie sessions, and map interaction flows.

Residential Proxy Infrastructure

We maintain pools of residential ISP proxies across global regions. Rotation happens per-request with sticky sessions where required to prevent blocks.

Cloud-Native Orchestration

Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting. All state stored in managed Postgres.

Output & Delivery

Your data, your destination

Data delivered to where your team already works — no new tooling required.

JSON
Newline-delimited or nested schema versioned per run
CSV
Flat file with typed columns for Excel and Sheets compatibility
XLS
Excel spreadsheet format for business analyst workflows
Parquet
Columnar format for BigQuery, Snowflake, and Athena
AWS S3
Direct bucket delivery compatible with any data lake
Webhook
HTTP POST per record for real-time downstream processing
API
RESTful endpoints to query extracted data on demand
BigQuery
Streamed directly into your dataset with schema auto-detect
Snowflake
Stage and COPY INTO workflow for incremental or full-replace
Postgres
Upsert into your existing schema with conflict resolution
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About homeaway.com scraping, legality, and pipeline operations.

Ask us directly →
Is scraping HomeAway legal?

Scraping publicly available information from HomeAway is generally permissible under applicable law. DataFlirt targets only public, non-authenticated property, pricing, and review data. We do not extract personal guest data or circumvent authentication walls. Clients should review Terms of Service and consult legal counsel for specific use cases.

How do you handle bot protection on Expedia Group sites?

We use residential ISP proxies, full Playwright browser sessions with realistic fingerprints, and request timing modelled on human behaviour. We monitor for CAPTCHA rate spikes in real time and trigger pool rotation or solver queues automatically.

Can you track daily pricing and availability changes?

Yes. Every pipeline run produces timestamped snapshots. We maintain a time-series record per property for availability status and pricing across the forward-looking calendar.

How fresh is the data?

Real-time streaming pipelines achieve sub-60-minute latency for price and availability signals on a defined property set. Full market refreshes at daily cadence complete within a 6-12 hour window depending on size.

Do you support scraping VRBO alongside HomeAway?

Yes. Since HomeAway and VRBO share the same underlying Expedia Group infrastructure, we extract data from both domains using a unified schema and normalise the output.

What is the minimum viable engagement?

Our smallest packages start at a defined market bounding box or property list with weekly delivery. For larger global catalogues, we price based on volume and delivery frequency. Contact us with your use case for a scoped quote.

Can I request a sample dataset before committing?

Absolutely. We provide a sample run of up to 500 properties as part of the pre-engagement scoping process so you can validate schema fit, field completeness, and data quality before signing any contract.

$ dataflirt scope --new-project --source=homeaway.com ready

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off market extraction or a continuous price-monitoring feed across 100K properties, we scope, build, and operate the pipeline. Tell us what you need.

hello@dataflirt.com · Bengaluru · IST · typical reply < 4h
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