We extract industrial automation catalogues, TeSys/Acti9 specifications, CAD assets, and Green Premium compliance data from Schneider Electric. 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 schneider-electric.com. All fields typed and schema-versioned.
"sku_reference": "LC1D09M7", "product_range": "TeSys Deca", "product_name": "TeSys D contactor - 3P(3 NO) - AC-3 - <= 440 V 9 A - 220 V AC coil", "ean_code": "3389110348827", "voltage_rating": "690 V AC 25...400 Hz", "current_rating": "9 A", "primary_category": "Motor Control & Protection"
| # | sku_reference | product_range | product_name | description | ean_code | upc_code |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Lifecycle & Obsolescence objects from schneider-electric.com. All fields typed and schema-versioned.
"sku_reference": "GV2ME08", "commercial_status": "Commercialised", "end_of_commercialisation_date": "None", "replacement_sku": "None", "upgrade_path": "TeSys Deca frame 2", "obsolescence_reason": "Active product"
| # | sku_reference | commercial_status | end_of_commercialisation_date | end_of_service_date | replacement_sku | replacement_name |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Green Premium Data objects from schneider-electric.com. All fields typed and schema-versioned.
"sku_reference": "A9F74106", "rohs_status": "Compliant", "reach_svhc_status": "Reference contains SVHC above threshold", "weee_directive_compliance": "Must be disposed on European Union markets following specific waste collection", "toxic_heavy_metal_free": true, "mercury_free": true
| # | sku_reference | rohs_status | rohs_exemption_info | reach_svhc_status | environmental_disclosure_url | circularity_profile_url |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Documents & CAD objects from schneider-electric.com. All fields typed and schema-versioned.
"sku_reference": "MTZ2_20_H1_3P", "datasheet_pdf_url": "https://download.schneider-electric.com/files?p_Doc_Ref=MTZ2_20_H1_3P_DS", "cad_3d_step_url": "https://download.schneider-electric.com/files?p_Doc_Ref=CAD_3D_MTZ2", "bim_revit_url": "https://download.schneider-electric.com/files?p_Doc_Ref=BIM_MTZ2", "certificate_urls": "['https://download.schneider-electric.com/files?p_Doc_Ref=RoHS_MTZ2']"
| # | sku_reference | datasheet_pdf_url | instruction_sheet_url | cad_2d_dxf_url | cad_3d_step_url | bim_revit_url |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Distributor Locator objects from schneider-electric.com. All fields typed and schema-versioned.
"sku_reference": "XB4BA31", "distributor_name": "Rexel", "branch_location": "Paris Nord", "distance_km": 12.4, "stock_status": "In Stock", "stock_quantity": 45, "last_updated": "2026-05-12T09:14:00Z"
| # | sku_reference | distributor_name | distributor_id | branch_location | distance_km | stock_status |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Schneider Electric catalogues are deeply nested, highly technical, and region-specific. Our pipeline handles the PIM traversal, PDF parsing, and obsolescence mapping automatically.
Extract technical attributes, mounting specifications, and electrical ratings directly from Schneider's Product Information Management system APIs.
Track End of Life (EOL) dates and map legacy SKUs to their modern Acti9, TeSys, or MasterPact replacements automatically.
Download and parse technical PDFs to extract tabular data, derating curves, and compliance certificates not exposed in the HTML DOM.
Map 2D DXF, 3D STEP, and Revit BIM files to their corresponding SKUs for digital twin and engineering integrations.
Extract region-specific SKUs, local compliance data, and language variations across se.com/uk, se.com/us, and se.com/in.
Capture RoHS, REACH, and circularity profiles for ESG reporting and sustainable procurement mandates.
Query the 'Where to Buy' locator to extract real-time inventory signals from authorised distributors like Rexel and Sonepar.
Map communication protocols, firmware versions, and system architecture compatibility for IoT-enabled devices.
Monitor millions of SKUs and only emit records when technical attributes, compliance status, or lifecycle phases change.
Brief in. Clean data out.
Provide specific product ranges, legacy SKU lists, or regions. We design the extraction schema together.
We configure Scrapy / Playwright crawlers to traverse the Schneider catalogue, handle regional routing, and parse PIM endpoints.
Schema validation, unit normalisation, and missing-asset detection before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Extracting data from global manufacturers requires more than simple HTTP requests. Here is how we handle the technical hurdles of the Schneider Electric domain.
Schneider Electric renders technical specifications dynamically via internal Product Information Management APIs. We intercept these XHR requests to extract clean, nested JSON directly, avoiding brittle HTML scraping.
The se.com domain aggressively redirects users based on IP. We use region-specific residential proxies to pin sessions to the target country, ensuring we extract the correct local catalogue and compliance data.
A single product family can have hundreds of associated CAD files and PDFs. We use distributed Celery workers to asynchronously download, hash, and map these assets to the parent SKU without blocking the main crawl.
Products like MasterPact circuit breakers have thousands of valid configurations. We script Playwright to iterate through the product configurator UI, capturing every valid SKU combination and its resulting technical profile.
Technical attributes often mix imperial and metric units depending on the region. Our pipeline includes a normalisation layer that standardises voltages, amperages, and dimensions into a consistent schema for your database.
Enrich local e-commerce catalogues with official descriptions, high-resolution images, and technical attributes directly from the manufacturer.
Automate the creation of Bill of Materials (BOM) and import CAD/BIM assets directly into engineering software like AutoCAD or Revit.
Identify obsolete components in existing infrastructure and automatically map them to the correct modern replacement SKUs.
Rival manufacturers track Schneider's product launches, technical specifications, and compliance standards to inform their own R&D.
Extract Green Premium profiles, RoHS, and REACH compliance data to meet corporate sustainability and regulatory reporting requirements.
Ingest structured product data and 3D models to build accurate digital representations of industrial control panels and facilities.
"Schneider Electric's catalogue contains the critical technical specifications powering global infrastructure, but extracting it requires navigating complex, gated product trees."
Industrial MRO data extraction involves more than just scraping HTML. You must parse nested JSON from PIM systems, map replacement SKUs for obsolete parts, and extract tabular data from hundreds of thousands of PDF datasheets. DataFlirt handles the engineering complexity so your procurement team gets clean schema.
Everything supported by our schneider-electric.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 catalogue traversal and API requests. Playwright handles JavaScript-heavy product configurators and regional selector modals.
We maintain pools of residential ISP proxies across target regions to prevent aggressive geo-redirects and capture accurate local compliance data.
Pipelines run on AWS ECS. Airflow handles scheduling, dependency management, and SLA alerting. Distributed Celery workers process heavy PDF and CAD downloads.
Data delivered to where your team already works — no new tooling required.
About schneider-electric.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available catalogue information, datasheets, and compliance data from se.com is generally permissible. DataFlirt targets only public, non-authenticated technical data. We do not circumvent MySchneider authentication walls or extract proprietary contract pricing.
We use region-specific residential proxies to pin our crawlers to the target country (e.g., UK, US, India). This ensures we extract the correct local SKUs, voltage ratings, and regional compliance certifications without being redirected.
Yes. While we prefer extracting data from Schneider's PIM APIs, we also deploy PDF parsing engines to extract tabular data, derating curves, and specific technical notes from official datasheets when the data is not available in the DOM.
Yes. Our schema includes lifecycle status fields. When a product is marked for End of Commercialisation, we extract the official replacement SKU and upgrade path provided by Schneider Electric.
Yes. We extract the direct download URLs for 2D DXF, 3D STEP, and Revit BIM files, mapping them to the parent SKU. We can either provide the URLs or download and host the assets in your S3 bucket.
For full catalogue extractions, we typically run weekly or monthly refreshes depending on your requirements. Change-detection logic ensures you only process updated SKUs, reducing downstream ingestion costs.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off extraction of the TeSys range or a continuous feed of the entire global catalogue - we scope, build, and operate the pipeline. Tell us what you need.
