We extract bearings, pneumatics, hydraulics, and power transmission catalogues from Motion.com. 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 Core objects from motion.com. All fields typed and schema-versioned.
"sku": "00123456", "mpn": "6204-2RS", "brand": "SKF", "title": "Deep Groove Ball Bearing", "list_price": 14.5, "currency": "USD", "uom": "EA", "min_order_qty": 1
| # | sku | mpn | brand | title | description | category_path |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Technical Specs objects from motion.com. All fields typed and schema-versioned.
"sku": "00123456", "bore_diameter": "20 mm", "outside_diameter": "47 mm", "width": "14 mm", "material": "Steel", "max_rpm": "10000", "weight_lbs": 0.23
| # | sku | weight_lbs | material | bore_diameter | outside_diameter | width |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Inventory & Branch objects from motion.com. All fields typed and schema-versioned.
"sku": "00123456", "branch_id": "BR-104", "branch_name": "Chicago North", "zip_code": "60601", "in_stock": true, "stock_qty": 45, "lead_time_days": 1
| # | sku | branch_id | branch_name | zip_code | in_stock | stock_qty |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Media & Documents objects from motion.com. All fields typed and schema-versioned.
"sku": "00123456", "primary_image_url": "https://motion.com/img/00123456_main.jpg", "datasheet_url": "https://motion.com/docs/SKF_6204_specs.pdf", "cad_2d_url": "https://motion.com/cad/00123456_2d.dwg", "cad_3d_url": "https://motion.com/cad/00123456_3d.step", "safety_data_sheet_url": "None", "manual_url": "None"
| # | sku | primary_image_url | gallery_images | datasheet_url | cad_2d_url | cad_3d_url |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Taxonomy & Cross Ref objects from motion.com. All fields typed and schema-versioned.
"sku": "00123456", "primary_category": "Bearings", "sub_category": "Ball Bearings", "family": "Deep Groove", "unspsc_code": "31171504", "replacement_sku": "00123457", "alternative_skus": "['00987654', '00554433']"
| # | sku | primary_category | sub_category | family | unspsc_code | replacement_sku |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Motion scraper navigates complex category trees, parses variable technical specifications, and captures localised inventory data across thousands of branches.
Extract Motion item numbers, manufacturer part numbers, UPCs, and brand identifiers for every component.
Traverse the massive MRO category hierarchy to map every part to its exact family and subcategory.
Normalise variable spec tables into structured JSON. Capture bore sizes, load capacities, and operating temperatures.
Simulate location states to extract accurate stock depth and availability for specific postal codes and branches.
Capture direct URLs for PDF datasheets, safety data sheets, and 2D/3D CAD models linked to each SKU.
Extract standard list prices, currency, minimum order quantities, and units of measure.
Scrape alternative parts, direct replacements, and related components to build comprehensive cross reference databases.
Filter and extract catalogues for specific manufacturers across the entire Motion distribution network.
Run daily diffs against millions of SKUs to capture price changes and inventory fluctuations without full re-crawls.
Brief in. Clean data out.
Provide target categories, brands, or MPN lists. We design the extraction schema together.
We configure Scrapy crawlers, proxy rotation, and session management for motion.com.
Schema validation, null rate checks, and spec normalisation testing before full launch.
JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Industrial distributors use strict bot mitigation and complex localised states. Here is how we maintain reliable extraction.
Motion employs strict rate limiting and bot detection. Our crawlers use US residential ISP proxies with realistic browser fingerprints and randomised request timing to maintain high success rates.
Inventory and pricing vary by location. We manage HTTP cookie sessions to simulate specific postal codes, ensuring you receive accurate branch level stock data.
MRO catalogues feature thousands of subcategories and deep pagination. Our orchestrator maps the complete taxonomy tree before crawling to ensure zero missed SKUs.
Technical specifications vary wildly between bearings and pneumatics. We use custom parsing logic to normalise diverse HTML tables into consistent, strongly typed JSON fields.
For catalogues exceeding 4M SKUs, we maintain a hash index of last seen values. Subsequent runs only push diffs, reducing your downstream processing load.
Distributors track Motion list prices across key brands to optimise their own pricing strategies.
Manufacturers map their MPNs against Motion alternatives to improve their internal cross reference tools.
Supply chain teams monitor branch level inventory to identify reliable secondary sources for critical components.
Market researchers analyse category depth to identify whitespace and new product introduction opportunities.
B2B merchants enrich their Product Information Management systems with normalised specifications and datasheet URLs.
Data science teams train internal search algorithms on structured MRO taxonomy and technical specifications.
"Motion.com holds the definitive taxonomy for industrial parts, but mapping millions of MPNs and specifications requires purpose-built extraction infrastructure."
Extracting MRO data at scale means navigating millions of SKUs, complex category trees, and branch specific inventory states. DataFlirt handles the proxy rotation, session management, and schema normalisation so your engineers receive clean, warehouse ready part data.
Everything supported by our motion.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 location specific cookie sessions.
We maintain pools of US residential ISP proxies. Rotation happens per request with sticky sessions for branch inventory extraction.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling and dependency management. All state stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About motion.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available catalogue information is generally permissible under applicable law. DataFlirt targets only public, non authenticated product, pricing, and specification data. We do not extract personal data or circumvent authentication walls.
We use US residential proxies, realistic browser fingerprints, and request timing modelled on human behaviour. We monitor for block rate spikes in real time and trigger pool rotation automatically.
Yes. We configure our crawlers to simulate specific postal codes, allowing us to capture accurate stock availability and lead times for your target locations.
Full catalogue refreshes typically complete within a 24 to 48 hour window depending on scale. Targeted category pipelines can run at hourly cadences.
Yes. We map variable HTML specification tables into consistent, strongly typed JSON fields, ensuring bore diameters and load capacities are uniformly formatted.
Our smallest packages start at a defined category list or MPN set with weekly delivery. For full site extraction, we price based on volume and delivery frequency.
Absolutely. We provide a sample run of up to 500 SKUs as part of the scoping process so you can validate schema fit and data quality.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a specific category extraction or a continuous feed across 4M MRO parts, we scope, build, and operate the pipeline. Tell us what you need.
