SYSTEM all green source dosenbach.ch queue 12,943 pages p99 latency 218ms dataflirt.com · scraper/dosenbach-ch
RUN · 14 active pipelines · dosenbach.ch live

Dosenbach data,
at warehouse scale.

We extract shoe listings, brand assortments, size-level inventory, and CHF pricing from dosenbach.ch. Delivered as clean JSON, CSV, or Parquet to S3 or Snowflake on your cadence.

Products extracted
45.1K /run
Price updates
89.4K /day
Inventory checks
112K /12h
Active pipelines
14
Uptime
99.98%
Data Dictionary

Every field we extract from dosenbach.ch

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

Complete list of extractable fields for Footwear Listings objects from dosenbach.ch. All fields typed and schema-versioned.

skubrandtitlecategorygendercolourmaterialheel_heightclosure_typeimage_urls
footwear_listings
● 200 OK
"sku": "11004562",
"brand": "Nike",
"title": "Nike Revolution 6",
"category": "Sports Shoes",
"gender": "Men",
"colour": "Black",
"material": "Mesh",
"closure_type": "Laces"
# skubrandtitlecategorygendercolour
1
2
3

Complete list of extractable fields for Pricing & Promos objects from dosenbach.ch. All fields typed and schema-versioned.

skuprice_chforiginal_price_chfdiscount_pctpromo_badgeonline_exclusiveprice_timestampcurrency
pricing_& promos
● 200 OK
"sku": "11004562",
"price_chf": 49.95,
"original_price_chf": 69.95,
"discount_pct": 28,
"promo_badge": "SALE",
"online_exclusive": false,
"price_timestamp": "2026-05-12T09:14:00Z",
"currency": "CHF"
# skuprice_chforiginal_price_chfdiscount_pctpromo_badgeonline_exclusive
1
2
3

Complete list of extractable fields for Size & Inventory objects from dosenbach.ch. All fields typed and schema-versioned.

skusize_eusize_ukin_stocklow_stock_warningstock_timestamponline_availabledelivery_time
size_& inventory
● 200 OK
"sku": "11004562",
"size_eu": "43",
"size_uk": "9",
"in_stock": true,
"low_stock_warning": false,
"online_available": true,
"delivery_time": "2-3 working days"
# skusize_eusize_ukin_stocklow_stock_warningstock_timestamp
1
2
3

Complete list of extractable fields for Store Availability objects from dosenbach.ch. All fields typed and schema-versioned.

skustore_idstore_namezip_codecityavailable_sizesclick_and_collectlast_updated
store_availability
● 200 OK
"sku": "11004562",
"store_id": "CH_1024",
"store_name": "Dosenbach Zurich HB",
"zip_code": "8001",
"city": "Zurich",
"click_and_collect": true,
"available_sizes": "['41', '42', '43', '45']",
"last_updated": "2026-05-12T09:15:00Z"
# skustore_idstore_namezip_codecityavailable_sizes
1
2
3

Complete list of extractable fields for Search & Categories objects from dosenbach.ch. All fields typed and schema-versioned.

keywordcategory_pathpositionskubrandtitleprice_chfis_new
search_& categories
● 200 OK
"keyword": "running shoes",
"category_path": "Men > Sports > Running",
"position": 1,
"sku": "11004562",
"brand": "Nike",
"title": "Nike Revolution 6",
"price_chf": 49.95,
"is_new": false
# keywordcategory_pathpositionskubrandtitle
1
2
3

Capabilities

Swiss footwear data at production scale

Our Dosenbach pipeline extracts the complete catalogue, size-level inventory, and store availability across Switzerland using targeted residential proxies and automated JavaScript rendering.

Complete Catalogue Extraction

Extract SKU, brand, colour, material, and category taxonomy for every shoe and accessory listed on dosenbach.ch.

CHF Pricing & Promotions

Track current prices, original prices, discount percentages, and sale badges across the entire assortment.

Size-Level Inventory

Monitor stock availability down to the specific EU/UK size variant for every product.

Click & Collect Status

Extract local store availability by querying specific zip codes and store IDs across Switzerland.

Brand Assortment Mapping

Analyse brand presence, from Nike and Adidas to Graceland and Fila, across different categories.

Image Asset Extraction

Capture high-resolution product image URLs for every colour variant.

Swiss Geo-Targeting

Requests are routed through Swiss residential IPs to ensure accurate local pricing and prevent geo-blocking.

Dynamic Content Parsing

Execute JavaScript to hydrate React components containing hidden stock and pricing data.

Incremental Updates

Hash-based diffing ensures downstream systems only receive records that changed since the last crawl.

// engagement pipeline

From SKU list to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide categories, brands, or specific SKUs. We map the extraction schema to your requirements.

Pipeline Build
d 2–4

We configure crawlers, Swiss proxy rotation, and session management for dosenbach.ch.

Validation & QA
d 4–6

Schema validation, price-outlier detection, and size availability checks before full launch.

Delivery
ongoing

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

Under the hood

Overcoming Dosenbach extraction challenges

Retail sites deploy strict rate limits and dynamic rendering. Here is how we maintain steady extraction.

pipeline-monitor · dosenbach.ch · 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
Geo-blocking
Swiss residential proxies

Dosenbach restricts access and alters pricing based on IP location. We route all requests through high-quality Swiss residential proxies to guarantee accurate CHF pricing and bypass geographic firewalls.

Dynamic rendering
Playwright state hydration

Size availability and local store stock are rendered dynamically via JavaScript. We use Playwright to execute page scripts, wait for XHR responses, and capture the hydrated DOM.

Rate limiting
Algorithmic request pacing

Aggressive crawling triggers IP bans. Our infrastructure manages concurrency limits and randomises request intervals to mimic human browsing patterns across the site.

Schema volatility
Fallback extraction logic

Retailers frequently update front-end frameworks. We deploy multi-layered selectors using JSON-LD, XPath, and CSS to ensure continuous data flow during site updates.

Data volume
Delta exports

Instead of exporting the entire catalogue daily, our change detection system identifies and delivers only the SKUs with updated prices or stock levels, reducing your ingestion costs.

Applications

Who uses Dosenbach data

Teams across industries use dosenbach.ch data to build competitive products and smarter operations.

01
Competitor Pricing Strategy

Swiss retailers track Dosenbach pricing and promotions to adjust their own pricing algorithms and maintain competitiveness.

02
Assortment Planning

Merchandising teams analyse brand presence and category depth to identify gaps in their own footwear offerings.

03
MAP Monitoring

Footwear brands audit listings to ensure their products are not sold below Minimum Advertised Price agreements.

04
Demand Forecasting

Analysts track size-level stock depletion rates to estimate sales velocity for specific models and colours.

05
Market Research

Consultancies aggregate pricing data to understand inflation trends within the Swiss consumer goods sector.

06
AI Training Data

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

Why DataFlirt

"Dosenbach holds the definitive footwear inventory and pricing signals for the Swiss market, but extracting size-level stock requires bypassing strict geo-blocks."

Most retail scrapers fail at size-level inventory. Reliable extraction from Dosenbach requires Swiss residential proxies, React state hydration, and continuous schema maintenance. DataFlirt absorbs this operational load so your engineering team focuses on analysis.

Technical Spec

Dosenbach scraper technical capabilities

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

JavaScript rendering
Full Playwright sessions required for size selection and store inventory loading
Supported
Swiss proxy rotation
ISP-grade residential IPs from CH pools to bypass geographic restrictions
Supported
Size-level inventory
Extraction of stock status for every available shoe size per SKU
Supported
Click & Collect data
Local store availability querying using zip codes
Supported
Change detection (diffs)
Hash-based diffing to emit only updated prices or stock levels
Supported
Category taxonomy
Full breadcrumb trail mapping for every product
Supported
User purchase history
Requires authenticated user sessions and violates privacy policies
Partial
Dosenbach Plus loyalty points
Account-specific loyalty point balances and targeted rewards are gated
Partial
Infrastructure

Infrastructure powering the Dosenbach 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 orchestration and deduplication. Playwright manages JavaScript rendering and interaction flows for dynamic inventory checks.

Swiss Proxy Infrastructure

We maintain pools of residential ISP proxies specifically for the CH region to bypass rate limits and geo-blocks.

Cloud-Native Orchestration

Pipelines run on AWS ECS. Airflow handles scheduling and dependency management. State is 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 array formats
CSV
Flat file with typed columns for spreadsheet analysis
XLS
Excel compatible format for business teams
Parquet
Columnar format optimised for data warehouses
AWS S3
Direct delivery to your cloud storage buckets
Webhook
HTTP POST for real-time stock alerts
API
REST endpoints to query your extracted datasets
BigQuery
Direct streaming into Google Cloud analytics
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About dosenbach.ch scraping, legality, and pipeline operations.

Ask us directly →
Can you scrape all shoe sizes for a specific product?

Yes. Our pipeline iterates through the size selector on the product page, capturing the stock status and delivery timeframe for every EU or UK size listed.

How do you handle local store inventory?

We programmatically query the Click & Collect API endpoints using a predefined list of Swiss zip codes to determine stock availability at specific physical Dosenbach locations.

Is the pricing data in CHF?

Yes. By routing our requests through Swiss residential proxies, we ensure that the site returns accurate local pricing in Swiss Francs (CHF), including any regional promotions.

How often can you update the data?

We can configure pipelines for daily catalogue refreshes or higher-frequency intra-day updates for fast-moving inventory and flash sales.

Do you extract images?

We extract the high-resolution image URLs provided by Dosenbach. We can also configure the pipeline to download and host these images on an S3 bucket if required.

What happens if Dosenbach changes its website layout?

Our infrastructure includes monitoring for schema drift. If DOM selectors fail, our alerting system notifies our engineering team to update the extraction logic immediately, ensuring minimal downtime.

$ dataflirt scope --new-project --source=dosenbach.ch 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 daily catalogue sync or real-time size availability tracking, we build and manage the infrastructure. Tell us your requirements.

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

More in shoes and footwear

Services

Data Extraction for Every Industry

View All Services →