We extract B2B company profiles, product portfolios, certifications, and contact details from Wer liefert was. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Company Profiles objects from wlw.de. All fields typed and schema-versioned.
"company_id": "WLW-98234", "company_name": "Muller CNC GmbH", "wlw_url": "https://www.wlw.de/de/firma/muller-cnc-gmbh", "year_founded": 1985, "employee_count": "50-99", "address_city": "Stuttgart", "address_country": "Germany"
| # | company_id | company_name | wlw_url | description | year_founded | employee_count |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Contact Information objects from wlw.de. All fields typed and schema-versioned.
"company_id": "WLW-98234", "website_url": "https://muller-cnc.de", "phone_number": "+49 711 123456", "email_address": "info@muller-cnc.de", "contact_person_name": "Hans Muller", "hq_location": "Stuttgart, DE"
| # | company_id | website_url | phone_number | fax_number | email_address | contact_person_name |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Product Portfolio objects from wlw.de. All fields typed and schema-versioned.
"company_id": "WLW-98234", "product_category": "CNC Machining", "product_name": "5-Axis Milling Service", "is_manufacturer": true, "is_distributor": false, "is_service_provider": true
| # | company_id | product_category | product_name | product_description | product_image_url | wlw_product_url |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Certifications objects from wlw.de. All fields typed and schema-versioned.
"company_id": "WLW-98234", "certification_name": "ISO 9001:2015", "certification_body": "TUV SUD", "iso_9001": true, "iso_14001": false, "din_standards": "['DIN EN ISO 9001']"
| # | company_id | certification_name | certification_body | valid_until | iso_9001 | iso_14001 |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Market & Export objects from wlw.de. All fields typed and schema-versioned.
"company_id": "WLW-98234", "export_countries": "['Austria', 'Switzerland', 'France']", "languages_spoken": "['German', 'English']", "trade_shows": "['Hannover Messe 2024']", "brands_carried": "['Siemens', 'Fanuc']", "delivery_terms": "EXW"
| # | company_id | target_markets | export_countries | languages_spoken | trade_shows | associations_memberships |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our wlw.de scraper handles every layer of the directory: firmographic profiles, nested product catalogues, and protected contact details, with JavaScript rendering and anti-bot circumvention built in.
Extract legal names, founding years, employee brackets, and descriptions for hundreds of thousands of DACH suppliers.
Map exact product offerings, distinguishing between primary manufacturers, distributors, and service providers.
Render JavaScript to extract protected phone numbers, website links, and available email addresses from supplier pages.
Capture ISO standards, DIN norms, and quality certifications to filter suppliers meeting strict procurement requirements.
Identify target markets, supported languages, and export capabilities for cross-border sourcing.
Navigate wlw.de's complex nested category taxonomy to ensure complete coverage of niche industrial sectors.
Extract corporate structures (GmbH, AG, GmbH & Co. KG) for compliance and risk assessment workflows.
Monitor supplier profiles for updated contact details, new product lines, or lapsed certifications.
Bypass strict rate limits and Cloudflare challenges using residential proxies and humanised request patterns.
Brief in. Clean data out.
Specify target categories, keywords, or location filters. We map the required data fields to your schema.
We configure Playwright crawlers, proxy rotation, and interaction scripts to expose hidden contact data.
Automated checks for null rates, missing phone numbers, and category misalignments before production deployment.
Structured records pushed to your S3 bucket, Snowflake stage, or PostgreSQL database on a defined schedule.
B2B directories protect their supplier data fiercely. Here is how we maintain reliable extraction against aggressive bot mitigation.
Phone numbers and external website links on wlw.de are often masked behind JavaScript events. Our Playwright nodes execute the necessary clicks and state changes to capture the underlying DOM nodes.
Requests originating outside the DACH region or from known data centre IPs face immediate blocks. We route traffic exclusively through German, Austrian, and Swiss residential ISP proxies.
Search results truncate after a specific page count. We programmatically slice broad categories by granular geographic regions and subcategories to extract the entire supplier list without hitting pagination walls.
We spoof JA3/JA4 fingerprints and manage browser headers to bypass Cloudflare turnstiles, falling back to automated solvers when interactive challenges are presented.
Directory layouts change frequently to disrupt scrapers. We use fallback selector chains combining XPath, CSS, and regex patterns to ensure continuous data flow when primary elements shift.
Procurement teams build custom supplier databases to find alternative manufacturers for critical components.
B2B sales teams extract highly targeted lists of industrial companies based on specific machinery or service requirements.
Consultancies analyse regional density of specific industries and manufacturing capabilities across the DACH region.
Distributors monitor competitor product portfolios, brand representations, and target markets.
Audit teams continuously track supplier certifications, ISO standards, and legal entity changes.
CRM administrators append missing firmographic data, employee counts, and revenue brackets to existing account records.
"wlw.de holds the definitive map of DACH industrial manufacturing, but extracting it requires navigating strict rate limits and aggressive bot protection."
B2B directories actively defend their core asset: contact data. Simple HTTP scrapers fail immediately against Cloudflare challenges and JavaScript rendered phone numbers. DataFlirt deploys localised residential proxies and headless browsers to extract complete supplier profiles reliably, delivering clean firmographic data directly to your warehouse.
Everything supported by our wlw.de scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
Scrapy handles crawl orchestration and deduplication. Playwright executes JavaScript to reveal hidden contact information and interact with Cloudflare turnstiles.
We maintain dedicated pools of residential ISP proxies across Germany, Austria, and Switzerland to ensure high success rates and avoid geo-blocks.
Pipelines run on Kubernetes clusters. Airflow manages scheduling and dependencies, while Prometheus and Grafana provide real-time observability.
Data delivered to where your team already works — no new tooling required.
About wlw.de scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available firmographic data is generally permissible under EU law, provided it targets corporate entities rather than personal data, adhering to GDPR guidelines. We extract public company profiles, generic contact details, and product catalogues. Clients must ensure their downstream use cases, such as cold outreach, comply with local regulations like the UWG in Germany.
wlw.de masks contact details behind JavaScript events to deter basic scrapers. Our pipeline uses headless Playwright browsers to simulate human interaction, clicking the necessary elements to render the full text before extraction.
Yes. When a broad category like 'Mechanical Engineering' hits the maximum displayable results, our crawlers automatically subdivide the query by postal code ranges and city filters to extract the complete dataset without truncation.
We can configure pipelines to run continuously, diffing new extractions against historical runs. This allows us to deliver delta payloads containing only new suppliers, updated contact details, or newly acquired certifications.
We utilise residential proxies originating from the DACH region combined with sophisticated TLS fingerprint spoofing and humanised request delays. When interactive challenges occur, automated solvers clear the hurdles without pipeline interruption.
Pipelines can be scheduled according to your requirements. Most CRM enrichment and procurement use cases rely on weekly or monthly full catalog refreshes to balance data freshness with compute efficiency.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a complete dump of the wlw.de directory or targeted weekly updates for specific industrial sectors, we build and maintain the infrastructure. Specify your requirements.
