We extract material numbers, technical operating parameters, replacement part mappings, and product configurator outputs from Bosch Rexroth. 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 Product Specifications objects from boschrexroth.com. All fields typed and schema-versioned.
"mnr": "R900561274", "title": "Directional spool valve, direct operated, with solenoid actuation", "category": "Industrial Hydraulics", "sub_category": "Directional Valves", "max_operating_pressure_bar": 350, "max_flow_rate_l_min": 80, "weight_kg": 2.1, "material": "Cast Iron"
| # | mnr | title | category | sub_category | weight_kg | dimensions_mm |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Configurator Outputs objects from boschrexroth.com. All fields typed and schema-versioned.
"config_id": "CFG-88219-X", "base_mnr": "R0332", "stroke_length_mm": 500, "motor_type": "Servo", "mounting_style": "Flange", "generated_mnr": "R0332500F", "lead_time_days": 14
| # | config_id | base_mnr | selected_options | stroke_length_mm | motor_type | mounting_style |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Replacement Parts objects from boschrexroth.com. All fields typed and schema-versioned.
"parent_mnr": "R900561270", "replacement_mnr": "R900561274", "compatibility_notes": "Direct drop-in replacement. Porting identical.", "obsolete_flag": true, "replacement_date": "2021-11-01", "stock_status": "Available"
| # | parent_mnr | replacement_mnr | compatibility_notes | obsolete_flag | replacement_date | stock_status |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Technical Documentation objects from boschrexroth.com. All fields typed and schema-versioned.
"mnr": "R900561274", "document_type": "Data Sheet", "language": "EN", "pdf_url": "https://www.boschrexroth.com/media/pdf/R900561274_EN.pdf", "revision_date": "2023-04-12", "file_size_mb": 1.4, "pages": 12
| # | mnr | document_type | language | pdf_url | revision_date | file_size_mb |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Distributor Intelligence objects from boschrexroth.com. All fields typed and schema-versioned.
"distributor_id": "DST-4412", "name": "Applied Industrial Technologies", "region": "North America", "country": "USA", "contact_email": "sales@applied.com", "authorized_brands": "['Rexroth', 'Aventics']", "phone": "+1-800-555-0199"
| # | distributor_id | name | region | country | contact_email | phone |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Bosch Rexroth relies on complex configurators, deep category trees, and extensive PDF documentation. Our pipeline handles the rendering, parsing, and standardisation required to turn industrial catalogues into queryable databases.
Capture base part numbers, variant codes, and configured material numbers across all industrial hydraulics and linear motion categories.
Extract pressure ratings, flow rates, voltage, torque, and dimensions into typed numeric fields with normalised units.
Track product lifecycles and map discontinued components to their modern replacements, ensuring your cross-reference database is current.
Automate interactions with Bosch Rexroth product configurators to generate valid part numbers and extract boundary conditions.
Index data sheets, operating instructions, and safety manuals. Extract URLs, document types, and revision dates per component.
Scrape locale-specific availability, compliance certifications, and distributor network data across global Bosch Rexroth domains.
Map authorised sales partners, system integrators, and service centres by region and product specialisation.
Extract 2D and 3D CAD model availability, supported formats, and generation parameters for integration into engineering tools.
Identify new product introductions and specification revisions without re-processing the entire 100,000+ part catalogue.
Brief in. Clean data out.
Provide target product families, configurator boundaries, or regional sites. We design the extraction schema together.
We configure Scrapy and Playwright crawlers to handle configurator states, session management, and pagination.
Schema validation, unit normalisation checks, and obsolete mapping verification before full launch.
JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or via Webhook on agreed cadence.
Extracting data from B2B engineering portals requires more than simple HTML parsing. Here is how we process Bosch Rexroth data reliably.
Bosch Rexroth product configurators use client-side validation and dynamic option loading. We use Playwright to simulate valid engineering selections, capturing the generated material numbers and performance curves that headless HTTP clients cannot reach.
Industrial catalogues mix imperial and metric units, often within the same table. Our extraction layer normalises pressure (bar/psi), flow (l/min/gpm), and dimensions (mm/inch) into consistent, typed numeric fields for direct database ingestion.
Industrial automation catalogues are deeply nested. We map the full taxonomy from top-level technology (e.g., Industrial Hydraulics) down to specific valve series, maintaining parent-child relationships in the final dataset.
Product availability and compliance certifications vary by region. We route requests through residential proxies in target markets (e.g., DE, US, CN) to capture accurate, localised catalogue views.
For large material catalogues, we maintain a hash index of last-seen values per field. Subsequent runs only push diffs, reducing compute cost and downstream processing load. You get a clean changelog of specification updates.
Maintenance teams build internal cross-reference databases to identify drop-in replacements for obsolete hydraulic components.
Rival automation manufacturers map Rexroth material numbers against their own catalogues to generate automated quoting tools.
Engineering software providers extract operating parameters and CAD metadata to populate simulation environments.
Distributors ingest product specifications and hierarchy data to enrich their own eCommerce storefronts.
Data science teams correlate extracted lifecycle data and replacement mappings with machine failure models.
Analysts track new product introductions and technology shifts within the industrial automation sector.
"Bosch Rexroth catalogues contain the DNA of modern industrial automation, but extracting structured operating parameters from nested configurators requires specialised infrastructure."
Industrial data extraction is not standard web scraping. It requires parsing complex product configurators, mapping obsolete parts to modern replacements, and standardising technical units across thousands of hydraulic and linear motion components. DataFlirt handles the extraction complexity so your engineers can focus on integrating the data.
Everything supported by our boschrexroth.com 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 handles JavaScript rendering and complex configurator interactions. Combined via scrapy-playwright middleware.
We maintain pools of residential ISP proxies across target regions. Rotation happens per-request with sticky sessions for configurator workflows.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting. All state is stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About boschrexroth.com scraping, legality, and pipeline operations.
Ask us directly →Yes. We use Playwright to interact with the configurators, selecting valid options and capturing the resulting material numbers, specifications, and CAD metadata.
Yes. We parse technical tables and normalise units (e.g., converting all pressure ratings to bar or psi) so the resulting dataset is immediately queryable.
Yes. We extract the supersession data provided on the site, linking discontinued material numbers to their current active replacements.
We support weekly, monthly, or quarterly full-catalogue refreshes. We recommend delta-extraction runs to track specification changes and new product introductions efficiently.
We extract the CAD metadata, supported formats, and generation links. Direct downloading of proprietary CAD files often requires authentication and acceptance of specific terms, which we do not bypass.
Yes. We provide a sample run covering a specific product family as part of the pre-engagement scoping process to validate schema fit and field completeness.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off catalogue extraction or continuous tracking of specification changes across 100,000 parts, we scope, build, and operate the pipeline. Tell us what you need.
