SYSTEM all green source roller.de queue 14,892 pages p99 latency 214ms dataflirt.com · scraper/roller-de
RUN · 41 active pipelines · roller.de live

Roller.de data,
at warehouse scale.

We extract product catalogues, store-level Click & Collect inventory, pricing signals, and delivery metrics from roller.de. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Products extracted
112K /day
Inventory updates
485K /24h
Price changes
12K /run
Active pipelines
41
Uptime
99.94%
Data Dictionary

Every field we extract from roller.de

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

Complete list of extractable fields for Product Data objects from roller.de. All fields typed and schema-versioned.

product_idskutitlebrandcategory_pathpricelist_pricecurrencyenergy_classmaterialdimensionsweightcolourassembly_requiredimage_urlsurl
product_data
● 200 OK
"product_id": "1015049800",
"title": "Ecksofa grau - Mikrofaser",
"price": 499.99,
"currency": "EUR",
"dimensions": "240 x 180 cm",
"colour": "grau",
"assembly_required": true,
"in_stock": true
# product_idskutitlebrandcategory_pathprice
1
2
3

Complete list of extractable fields for Inventory & Delivery objects from roller.de. All fields typed and schema-versioned.

skustore_idpostal_codeclick_and_collect_availablestore_stock_statusdelivery_time_daysdelivery_costdelivery_methodonline_availabilityreturn_policy
inventory_& delivery
● 200 OK
"sku": "1015049800",
"store_id": "R012",
"postal_code": "10115",
"click_and_collect_available": true,
"store_stock_status": "in_stock",
"delivery_time_days": 14,
"delivery_cost": 39.0,
"delivery_method": "Spedition"
# skustore_idpostal_codeclick_and_collect_availablestore_stock_statusdelivery_time_days
1
2
3

Complete list of extractable fields for Pricing & Promotions objects from roller.de. All fields typed and schema-versioned.

skubase_pricediscounted_pricediscount_percentagepromotion_textfinancing_availablefinancing_monthly_rateprice_timestampcurrency
pricing_& promotions
● 200 OK
"sku": "1015049800",
"base_price": 599.99,
"discounted_price": 499.99,
"discount_percentage": 16,
"financing_available": true,
"financing_monthly_rate": 15.5,
"price_timestamp": "2023-10-24T08:12:00Z"
# skubase_pricediscounted_pricediscount_percentagepromotion_textfinancing_available
1
2
3

Complete list of extractable fields for Reviews & Ratings objects from roller.de. All fields typed and schema-versioned.

review_idskuratingreview_titlereview_textauthordate_postedverified_purchasehelpful_votes
reviews_& ratings
● 200 OK
"review_id": "REV-99281",
"sku": "1015049800",
"rating": 4,
"review_title": "Gutes Preis-Leistungs-Verhältnis",
"date_posted": "2023-09-12",
"verified_purchase": true,
"helpful_votes": 3
# review_idskuratingreview_titlereview_textauthor
1
2
3

Complete list of extractable fields for Category & Search objects from roller.de. All fields typed and schema-versioned.

search_termcategory_idpositionskutitlepricebadgesis_sponsoredscraped_at
category_& search
● 200 OK
"search_term": "kleiderschrank",
"position": 4,
"sku": "9081234500",
"title": "Schwebetürenschrank weiß 200cm",
"price": 299.99,
"badges": "['TIPP', 'SALE']",
"scraped_at": "2023-10-24T08:15:00Z"
# search_termcategory_idpositionskutitleprice
1
2
3

Capabilities

Everything you need from Roller.de

Our Roller.de scraper handles every layer of the platform: product catalogues, location-based inventory, pricing configurations, and delivery metrics - with JavaScript rendering and session management built in.

Full Furniture Catalogue Extraction

SKUs, titles, dimensions, materials, care instructions, and assembly manuals extracted systematically.

Localised Store Inventory

Iterate over German postal codes to extract Click & Collect availability and stock levels per physical store.

Delivery & Logistics Data

Capture freight forwarding (Spedition) versus parcel delivery costs and estimated lead times.

Dynamic Pricing & Promotions

Extract base prices, discount percentages, and active promotional badges like SALE or TIPP.

Energy Efficiency Ratings

Scrape EU energy labels and technical data sheets for lighting and kitchen appliances.

Financing Options

Extract monthly instalment rates and financing conditions from the product detail pages.

Variant & Configuration Mapping

Map parent-child relationships for furniture available in multiple fabrics, colours, or orientations.

Cross-Selling & Set Extraction

Capture 'Passende Artikel' and room-set bundles to map product relationships.

Category Hierarchy Traversal

Crawl the entire taxonomy from main departments down to specific sub-categories like Boxspringbetten.

Scheduled + Streaming Modes

Run one-off bulk exports or configure continuous pipelines at hourly, daily, or real-time cadences.

// engagement pipeline

From target list to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide category URLs, search terms, or store postal codes. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy / Playwright crawlers, proxy rotation, and session management for roller.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 Roller.de pipeline handles the hard parts

Extracting location-specific inventory and complex furniture variants requires sophisticated infrastructure. Here is how we maintain pipeline stability.

pipeline-monitor · roller.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
Location spoofing
Postal code session management

Roller.de inventory and delivery estimates depend heavily on the user's location. We manage HTTP cookie sessions and inject specific German postal codes to extract accurate, localised Click & Collect data across all branches.

Dynamic content
JavaScript rendering for pricing and stock

Critical data points like financing options, real-time stock indicators, and dynamic price updates load asynchronously via JavaScript. We execute full Playwright sessions to hydrate the DOM before extraction.

Variant complexity
Handling multi-dimensional furniture configurations

Sofas and wardrobes often feature complex configuration matrices covering colour, material, orientation, and size. Our pipeline maps these parent-child relationships systematically, ensuring every possible SKU variant is captured.

Anti-bot layer
Residential proxy rotation

Aggressive scraping triggers rate limits and IP bans. We distribute requests across a pool of German residential proxies, matching request headers and timing to organic user behaviour.

Schema stability
Resilient selectors with fallback chains

E-commerce layouts change during promotional events. We use multiple fallback chains per field - CSS selectors, XPath, and JSON-LD extraction - to maintain pipeline uptime during site updates.

Applications

Who uses Roller.de data

Teams across industries use roller.de data to build competitive products and smarter operations.

01
Competitor Price Monitoring

Furniture retailers track roller.de pricing, discount strategies, and promotional events to optimise their own pricing models.

02
Assortment & Gap Analysis

Category managers analyse material trends, colour variants, and brand availability to identify gaps in their own product ranges.

03
Supply Chain Intelligence

Logistics teams monitor delivery lead times and Spedition costs across different furniture categories to benchmark operational efficiency.

04
Local Market Analysis

Real estate and retail analysts track store-level inventory and Click & Collect availability to gauge regional demand and store performance.

05
AI Training Data

Machine learning teams use structured furniture descriptions, dimensions, and images to train visual search and recommendation models.

06
Promotional Compliance

Brands monitor their products on roller.de to ensure adherence to MAP policies and verify correct representation of energy labels.

Why DataFlirt

"Roller.de represents a critical segment of the German discount furniture market. Extracting its data requires handling complex variant matrices and location-specific inventory logic."

Scraping modern furniture retailers requires more than simple HTTP requests. Accurate data depends on managing session cookies for postal codes, rendering JavaScript for dynamic pricing, and unravelling nested product configurations. DataFlirt manages this complexity so you receive clean, analysis-ready tables.

Technical Spec

Roller.de scraper technical capabilities

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

JavaScript rendering
Full Playwright sessions for dynamic pricing and inventory
Supported
Postal code simulation
Session cookie management for accurate regional stock data
Supported
Variant mapping
Parent-child mapping for furniture configurations like colour and size
Supported
Category traversal
Deep crawling of the complete product taxonomy
Supported
German residential proxies
Localised IP addresses to prevent geo-blocking and rate limits
Supported
Energy label extraction
Parsing EU energy efficiency classes and technical data sheets
Supported
Change detection (diffs)
Hash-based diffing to emit only changed records
Supported
Customer account data
Extraction of order history or personal wishlists behind login
Partial
B2B wholesale pricing
Special pricing tiers requiring verified commercial accounts
Partial
Infrastructure

Infrastructure powering the Roller.de pipeline

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

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy + Playwright Stack

Scrapy handles crawl orchestration and retry logic. Playwright handles JavaScript rendering, postal code injection, and interaction flows.

Localised Proxy Infrastructure

We maintain pools of German residential ISP proxies. Rotation happens per-request with sticky sessions for accurate store-level inventory tracking.

Cloud-Native Orchestration

Pipelines run on AWS Lambda and Kubernetes. Airflow handles scheduling, dependency management, and SLA alerting. All state stored in 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
AWS S3
Direct bucket delivery - compatible with any data lake
Webhook
HTTP POST per record for real-time downstream processing
BigQuery
Streamed directly into your dataset with schema auto-detect
Snowflake
Stage + COPY INTO workflow - incremental or full-replace
API
REST endpoints for querying specific SKUs or categories
XLS
Legacy spreadsheet format for business analysts
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About roller.de scraping, legality, and pipeline operations.

Ask us directly →
Is scraping roller.de legal?

Scraping publicly available information from roller.de is generally permissible under German and EU law, provided it does not extract personal data or breach copyright. DataFlirt targets only public product, pricing, and store data. Clients should consult legal counsel regarding their specific use cases.

How do you handle location-based inventory?

We manage HTTP sessions and inject specific German postal codes via cookies and headers. This allows us to extract accurate Click & Collect availability and stock levels for any physical Roller store.

Can you extract complex furniture variants?

Yes. Sofas and wardrobes often have dozens of configurations. Our pipeline maps the parent-child relationships, extracting unique SKUs, prices, and dimensions for every combination of colour, material, and size.

How fresh is the pricing data?

We configure pipelines based on your requirements. Critical categories can be monitored hourly for promotional changes, while full catalogue refreshes typically run on a daily or weekly cadence.

Do you capture delivery costs and times?

Yes. We extract both standard parcel shipping costs and Spedition freight forwarding fees, along with estimated delivery lead times in days or weeks.

Can you bypass rate limits on roller.de?

We utilise German residential proxies and implement polite crawl delays, randomised request timing, and browser fingerprint rotation to avoid triggering rate limits and anti-bot protections.

$ dataflirt scope --new-project --source=roller.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 furniture catalogue dump or continuous price-monitoring across all German postal codes - we scope, build, and operate the pipeline. Tell us what you need.

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