SYSTEM all green source fewo-direkt.de queue 18,492 listings p99 latency 318ms dataflirt.com · scraper/fewo-direkt-de
RUN - 114 active pipelines - fewo-direkt.de live

Fewo-Direkt data,
at warehouse scale.

We extract vacation rentals, dynamic pricing, availability calendars, amenities, and host intelligence from fewo-direkt.de. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Properties extracted
1.2M /month
Rate updates
4.7M /day
Review records
340K /run
Active pipelines
114
Uptime
99.94%
Data Dictionary

Every field we extract from fewo-direkt.de

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 fewo-direkt.de. All fields typed and schema-versioned.

property_idtitleproperty_typebedroomsbathroomsmax_guestslatitudelongitudepremier_hostratingreview_countheadlinedescriptionimage_urls
property_listings
● 200 OK
"property_id": "2398472a",
"title": "Chalet in the Bavarian Alps",
"property_type": "Chalet",
"bedrooms": 3,
"bathrooms": 2,
"max_guests": 6,
"premier_host": true
# property_idtitleproperty_typebedroomsbathroomsmax_guests
1
2
3

Complete list of extractable fields for Pricing & Fees objects from fewo-direkt.de. All fields typed and schema-versioned.

property_idcheck_incheck_outnightly_ratetotal_pricecleaning_feeservice_feelocal_taxescurrencyminimum_stayrefundable_deposit
pricing_& fees
● 200 OK
"property_id": "2398472a",
"check_in": "2024-07-01",
"check_out": "2024-07-07",
"nightly_rate": 145.0,
"total_price": 980.0,
"cleaning_fee": 80.0,
"currency": "EUR"
# property_idcheck_incheck_outnightly_ratetotal_pricecleaning_fee
1
2
3

Complete list of extractable fields for Availability Calendar objects from fewo-direkt.de. All fields typed and schema-versioned.

property_iddateavailableprice_if_availablemin_stay_requirementblocked_by_hostlast_updatedsync_timestamp
availability_calendar
● 200 OK
"property_id": "2398472a",
"date": "2024-07-01",
"available": false,
"price_if_available": "None",
"blocked_by_host": true,
"last_updated": "2023-11-04T12:00:00Z"
# property_iddateavailableprice_if_availablemin_stay_requirementblocked_by_host
1
2
3

Complete list of extractable fields for Host Details objects from fewo-direkt.de. All fields typed and schema-versioned.

host_idhost_namemember_sincelanguages_spokenresponse_timeresponse_ratepremier_host_badgetotal_propertieshost_description
host_details
● 200 OK
"host_id": "h98234",
"host_name": "Klaus Muller",
"member_since": "2018",
"response_time": "within an hour",
"response_rate": 98.5,
"premier_host_badge": true
# host_idhost_namemember_sincelanguages_spokenresponse_timeresponse_rate
1
2
3

Complete list of extractable fields for Reviews objects from fewo-direkt.de. All fields typed and schema-versioned.

review_idproperty_idreviewer_namestay_dateratingreview_texthost_responsereview_datelanguagecountry_of_origin
reviews
● 200 OK
"review_id": "r847592",
"property_id": "2398472a",
"reviewer_name": "Sarah T.",
"stay_date": "August 2023",
"rating": 5.0,
"review_text": "Beautiful views and very clean."
# review_idproperty_idreviewer_namestay_dateratingreview_text
1
2
3

Capabilities

Everything you need from Fewo-Direkt

Our Fewo-Direkt scraper handles the complex Expedia Group infrastructure: map-based pagination, dynamic pricing calendars, GraphQL APIs, and aggressive anti-bot protections.

Property Data Extraction

Extract titles, descriptions, guest capacity, bedroom configurations, and full amenity lists for every listing.

Dynamic Rate Tracking

Capture nightly rates based on specific check-in and check-out dates, including seasonal fluctuations.

Availability Calendar Sync

Scan forward-looking calendars to identify booked dates, blocked dates, and minimum stay requirements.

Fee Breakdown

Isolate cleaning fees, service fees, local taxes, and refundable damage deposits from the total price.

Amenity Mapping

Extract structured boolean flags for WiFi, pools, pet-friendly status, parking, and specific kitchen appliances.

Host Intelligence

Track host response rates, response times, member tenure, and Premier Host badge status.

Review Corpus

Extract full review text, star ratings, stay dates, and host responses across all paginated review pages.

Geolocation Coordinates

Capture exact latitude and longitude coordinates exposed via map views for precise spatial analysis.

Search Rank Tracking

Monitor property positions for specific regional searches, dates, and guest count configurations.

// engagement pipeline

From bounding box to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide target regions, bounding boxes, or specific property IDs. We design the extraction schema together.

Pipeline Build
d 2–4

We configure GraphQL parsers, Datadome bypass proxies, and calendar scanning logic for fewo-direkt.de.

Validation & QA
d 4–6

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

Delivery
ongoing

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

Under the hood

How our pipeline handles Expedia Group infrastructure

Fewo-Direkt employs sophisticated map-based pagination and Datadome protection. Here is how we maintain reliable extraction.

pipeline-monitor · fewo-direkt.de · 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
Datadome bypass and TLS fingerprinting

Expedia Group uses aggressive Datadome protections. Our crawlers use residential ISP proxies with realistic TLS fingerprints, randomised request timing, and automated token solving to maintain access.

API extraction
Direct GraphQL parsing

Instead of fragile DOM scraping, we intercept and parse the underlying GraphQL responses for property details, pricing, and calendars, ensuring structural stability.

Pagination
Bounding box grid traversal

Standard search pagination limits results to 300 properties. We divide target regions into granular latitude/longitude bounding boxes to extract 100% of supply in high-density areas.

Change detection
Only sync changed availability

For daily calendar syncs, we maintain a hash index of last-seen availability. Subsequent runs only push diffs, reducing storage bloat and downstream processing load.

Monitoring
24/7 pipeline health

Every run emits structured logs to our observability stack. We alert on null-rate spikes, Datadome block rates, and schema drift.

Applications

Who uses Fewo-Direkt data

Teams across industries use fewo-direkt.de data to build competitive products and smarter operations.

01
Revenue Management

Property managers monitor competitor pricing and availability to optimise their own nightly rates.

02
Market Research

Analysts track supply density and property types across European regions to identify market trends.

03
Property Investment

Real estate investors calculate potential yields based on historical occupancy rates and seasonal pricing.

04
Competitor Tracking

Agencies analyse host portfolios, review scores, and Premier Host distribution in specific geographies.

05
Alternative Data

Hedge funds use forward-looking booking volumes as a proxy for consumer travel demand.

06
Dynamic Packaging

Travel aggregators combine vacation rental availability with flight data to build custom itineraries.

Why DataFlirt

"Fewo-Direkt holds the definitive dataset for European vacation rentals, but accessing forward-looking availability and dynamic pricing requires solving complex map-based pagination and aggressive anti-bot systems."

Most teams underestimate the investment required to scrape Expedia Group properties. Reliable Fewo-Direkt extraction requires residential proxies, Datadome bypass capabilities, GraphQL parsing, and anomaly monitoring. DataFlirt absorbs that complexity so your engineers can focus on the analysis, not the infrastructure.

Technical Spec

Fewo-Direkt scraper technical capabilities

Everything supported by our fewo-direkt.de scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

GraphQL API extraction
Direct parsing of internal API responses for structured data
Supported
Datadome bypass
Automated token generation and TLS fingerprint spoofing
Supported
Map bounding box search
Grid-based coordinate traversal to bypass 300-result pagination limits
Supported
Calendar forward-scanning
Extract availability and pricing up to 365 days in advance
Supported
Review pagination
Full review corpus extraction across all historical pages
Supported
Fee breakdown extraction
Separation of base rate, cleaning fee, and service fees
Supported
Host response metrics
Capture of response times and percentages
Supported
Change detection (diffs)
Hash-based diff for availability calendars
Supported
Host private contact details
Direct email addresses or phone numbers of hosts
Partial
User booking history
Historical reservations tied to specific traveller accounts
Partial
Infrastructure

Infrastructure powering the Fewo-Direkt pipeline

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

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheusDatadome Bypass
Scrapy + Playwright Stack

Scrapy handles crawl orchestration, deduplication, and retry logic. Playwright handles JavaScript rendering, cookie sessions, and interaction flows. Combined via scrapy-playwright middleware.

Residential Proxy Infrastructure

We maintain pools of residential ISP proxies across DE regions. Rotation happens per-request with sticky sessions where required. IP score monitoring prevents blacklisted pool contamination.

Cloud-Native Orchestration

Pipelines run on AWS Lambda (burst) and ECS (sustained). 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 - Excel/Sheets compatible
Parquet
Columnar format for BigQuery, Snowflake, Athena
S3
Direct bucket delivery - compatible with any data lake
BigQuery
Streamed directly into your dataset with schema auto-detect
Webhook
HTTP POST per record for real-time downstream processing
Postgres
Upsert into your existing schema with conflict resolution
Snowflake
Stage + COPY INTO workflow - incremental or full-replace
// faq

Common questions.

About fewo-direkt.de scraping, legality, and pipeline operations.

Ask us directly →
Is scraping Fewo-Direkt legal?

Scraping publicly available information is generally permissible under applicable law. DataFlirt targets only public, non-authenticated property, pricing, and review data. We do not extract personal data, circumvent authentication walls, or violate GDPR. Clients should review Expedia Group ToS and consult legal counsel for specific use cases.

How do you handle Datadome anti-bot systems?

We use residential ISP proxies, realistic TLS fingerprints, and automated token solving. Our infrastructure is designed to bypass Datadome protections while maintaining high concurrency.

Can you extract forward-looking availability calendars?

Yes. We can scan property calendars up to 365 days in advance to capture booked dates, blocked dates, and minimum stay requirements.

How do you handle pricing variations based on dates?

Pricing on Fewo-Direkt is highly dynamic. You define the specific check-in and check-out dates, and we query the exact rate for that configuration, including all granular fees.

Do you extract the full fee breakdown?

Yes. We separate the base nightly rate from cleaning fees, service fees, local taxes, and refundable damage deposits.

What is the minimum viable engagement?

Our smallest packages start at a defined region or property list with weekly delivery. For larger scans or custom schema requirements, we price based on volume and delivery frequency.

Can I request a sample dataset before committing?

Absolutely. We provide a sample run of up to 100 properties as part of the pre-engagement scoping process so you can validate schema fit, field completeness, and data quality.

$ dataflirt scope --new-project --source=fewo-direkt.de 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 property dump or a continuous price-monitoring feed across Europe, we scope, build, and operate the pipeline. Tell us what you need.

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