SYSTEM all green source rockwellautomation.com queue 12,491 pages p99 latency 312ms dataflirt.com · scraper/rockwellautomation-com
RUN · 14 active pipelines · rockwellautomation.com live

Industrial automation data,
at warehouse scale.

We extract catalogue numbers, product lifecycle statuses, technical specifications, and firmware data from Rockwell Automation. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Parts extracted
412K /run
Lifecycle updates
89K /week
Literature mapped
1.2M /total
Active pipelines
14
Uptime
99.94%
Data Dictionary

Every field we extract from rockwellautomation.com

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

Complete list of extractable fields for Product Details objects from rockwellautomation.com. All fields typed and schema-versioned.

catalogue_numberdescriptionbrandproduct_familylifecycle_statusweight_kgdimensions_mmunspsc_codeupccountry_of_originpage_url
product_details
● 200 OK
"catalogue_number": "1756-EN2T",
"description": "ControlLogix EtherNet/IP Bridge Module",
"brand": "Allen-Bradley",
"product_family": "ControlLogix 5570",
"lifecycle_status": "Active Mature",
"weight_kg": 0.25,
"unspsc_code": "32151705",
"country_of_origin": "US"
# catalogue_numberdescriptionbrandproduct_familylifecycle_statusweight_kg
1
2
3

Complete list of extractable fields for Technical Specs objects from rockwellautomation.com. All fields typed and schema-versioned.

catalogue_numberinput_voltageoutput_currentenclosure_typemounting_typeoperating_temperaturecertificationscommunication_portsio_countpower_dissipation
technical_specs
● 200 OK
"catalogue_number": "1756-EN2T",
"input_voltage": "24V DC",
"communication_ports": "1 x RJ45 10/100 Mbps",
"enclosure_type": "None (Open-style)",
"mounting_type": "Chassis",
"operating_temperature": "0 to 60 °C",
"certifications": "['c-UL-us', 'CE', 'RCM', 'Ex', 'KC']",
"power_dissipation": "5.1 W"
# catalogue_numberinput_voltageoutput_currentenclosure_typemounting_typeoperating_temperature
1
2
3

Complete list of extractable fields for Product Lifecycle objects from rockwellautomation.com. All fields typed and schema-versioned.

catalogue_numbercurrent_statusannounce_datediscontinue_datereplacement_catalogue_numbermigration_path_urlservice_levelrepair_availabilitywarranty_period
product_lifecycle
● 200 OK
"catalogue_number": "1756-ENBT",
"current_status": "Discontinued",
"discontinue_date": "2021-12-31",
"replacement_catalogue_number": "1756-EN2T",
"service_level": "Repair & Exchange Only",
"repair_availability": true,
"warranty_period": "12 months"
# catalogue_numbercurrent_statusannounce_datediscontinue_datereplacement_catalogue_numbermigration_path_url
1
2
3

Complete list of extractable fields for Literature & Manuals objects from rockwellautomation.com. All fields typed and schema-versioned.

document_idcatalogue_numbertitledocument_typelanguagepublication_datefile_size_kbdownload_urlrevision_code
literature_& manuals
● 200 OK
"document_id": "1756-UM001",
"catalogue_number": "1756-EN2T",
"title": "ControlLogix System User Manual",
"document_type": "User Manual",
"language": "English",
"publication_date": "2023-08-14",
"file_size_kb": 14520,
"revision_code": "R"
# document_idcatalogue_numbertitledocument_typelanguagepublication_date
1
2
3

Complete list of extractable fields for Firmware & Software objects from rockwellautomation.com. All fields typed and schema-versioned.

catalogue_numberfirmware_versionrelease_datecompatible_hardware_revisionsrelease_notes_urldownload_size_mbchecksum_sha256os_compatibility
firmware_& software
● 200 OK
"catalogue_number": "1756-EN2T",
"firmware_version": "11.002",
"release_date": "2022-11-03",
"compatible_hardware_revisions": "['A', 'B', 'C', 'D']",
"release_notes_url": "https://literature.rockwellautomation.com/...",
"download_size_mb": 45.2,
"checksum_sha256": "8f4e3b..."
# catalogue_numberfirmware_versionrelease_datecompatible_hardware_revisionsrelease_notes_urldownload_size_mb
1
2
3

Capabilities

Industrial specification data, structured for your warehouse

Our Rockwell Automation scraper navigates deeply nested configurators, extracts critical lifecycle statuses, and maps literature repositories — converting unstructured engineering data into queryable records.

Catalogue Number Extraction

Extract base catalogue numbers and all valid configurator variants across Allen-Bradley drives, PLCs, and MCCs.

Lifecycle Status Tracking

Monitor Active, Active Mature, End of Life, and Discontinued statuses to drive obsolescence management workflows.

Technical Specification Parsing

Normalise voltage, current, dimensions, and I/O counts into typed numerical fields rather than raw strings.

Replacement Part Mapping

Extract direct cross-reference and migration path catalogue numbers for discontinued components.

Literature & PDF Metadata

Map installation instructions, user manuals, and technical data sheets to their respective catalogue numbers.

Firmware Version Monitoring

Track firmware release dates and hardware revision compatibility matrices for security patching.

Certifications & Approvals

Extract CE, UL, ATEX, and SIL ratings associated with specific hardware variants.

Global Localisation

Scrape region-specific availability and compliance data across multiple Rockwell regional domains.

Scheduled Diffs

Run continuous pipelines that output only changed records — ideal for monitoring lifecycle announcements.

// engagement pipeline

From BOM list to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide partial catalogue numbers, product families, or competitor cross-references. We design the schema.

Pipeline Build
d 2–4

We configure Scrapy / Playwright crawlers, handle Rockwell's configurator logic, and map the product taxonomy.

Validation & QA
d 4–6

Schema validation, null-rate checks, and specification normalisation before full launch.

Delivery
ongoing

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

Under the hood

How our Rockwell pipeline handles the hard parts

Industrial catalogues are notoriously difficult to scrape due to dynamic configurators and fragmented data silos. Here is how we maintain data integrity.

pipeline-monitor · rockwellautomation.com · 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
Dynamic configurators
Resolving partial catalogue numbers

Rockwell uses complex product configurators where a base part (e.g., 20G1) expands into thousands of valid SKUs based on voltage, enclosure, and HIM options. We script Playwright to iterate through valid configurator paths, generating the full matrix of orderable catalogue numbers.

Lifecycle lookups
Bypassing search rate limits

The Product Lifecycle Status tool heavily rate-limits bulk queries. We distribute requests across our residential proxy pools and manage session cookies to extract obsolescence data at scale without triggering automated blocks.

Literature mapping
Connecting PDFs to hardware

Rockwell's Literature Library is detached from primary product pages. We map publication IDs back to specific catalogue numbers, extracting document metadata and direct download URLs to build a unified hardware-to-documentation schema.

Specification normalisation
Parsing unstructured HTML tables

Technical specifications are often buried in inconsistent HTML tables or embedded in product descriptions. Our extraction pipelines use regex and NLP to normalise values into standard units (e.g., converting '24 VDC' and '24V DC' to a uniform standard).

Change detection
Only re-scrape what has changed

For massive industrial catalogues, we maintain a hash index of last-seen values per field. Subsequent runs only push diffs — reducing compute cost and downstream processing load when monitoring for lifecycle updates.

Applications

Who uses Rockwell Automation data — and how

Teams across industries use rockwellautomation.com data to build competitive products and smarter operations.

01
Obsolescence Management

System integrators monitor lifecycle statuses to proactively propose control system migrations before parts reach End of Life.

02
MRO Procurement

Procurement teams maintain accurate internal catalogues with up-to-date specifications and replacement part numbers.

03
Competitor Cross-Referencing

Rival industrial automation manufacturers map Allen-Bradley catalogue numbers to their own equivalents for automated quoting.

04
E-commerce Enrichment

Industrial distributors populate their storefronts with accurate weights, dimensions, and technical specifications.

05
Digital Twin Data

Engineering firms extract specifications and CAD metadata to build accurate digital representations of control panels.

06
Security & Patch Management

OT security teams track firmware release dates and version matrices to audit their installed base for vulnerabilities.

Why DataFlirt

"Rockwell's product lifecycle data dictates millions in MRO spend — but tracking obsolescence manually across 400,000 SKUs is an exercise in futility."

Most industrial distributors underestimate the complexity of Rockwell's catalogue: nested configurators, opaque firmware matrices, and heavily fragmented literature repositories require dedicated scraping infrastructure. DataFlirt absorbs that complexity so your procurement engineers can focus on sourcing — not maintaining web crawlers.

Technical Spec

Rockwell scraper — technical capabilities

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

Lifecycle extraction
Captures Active, Active Mature, EOL, and Discontinued statuses
Supported
Configurator variant mapping
Iterates through configurator logic to build valid catalogue numbers
Supported
Literature URL mapping
Connects product documentation directly to the base part number
Supported
Firmware version tracking
Extracts release notes, dates, and hardware compatibility
Supported
Cross-reference extraction
Extracts official Rockwell migration paths for discontinued parts
Supported
Change detection (diffs)
Hash-based diff: only emit records with changed fields since last run
Supported
Multi-region localisation
Supports regional domain variants for compliance data
Supported
Distributor stock levels
Requires authenticated access to the Rockwell Partner Portal
Partial
Direct CAD file download
3D models are gated behind Rockwell SSO and registration walls
Partial
Infrastructure

Infrastructure powering the Rockwell 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 crawl orchestration, deduplication, and retry logic. Playwright handles JavaScript rendering, configurator navigation, and interaction flows. Combined via scrapy-playwright middleware.

Residential Proxy Infrastructure

We maintain pools of residential ISP proxies across US/EU regions. Rotation happens per-request with sticky sessions where required to bypass lifecycle search rate limits.

Cloud-Native Orchestration

Pipelines run on AWS Lambda (burst) and ECS (sustained). Airflow handles scheduling, dependency management, and SLA alerting. All state 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 — schema versioned per run
CSV
Flat file with typed columns — Excel/Sheets compatible
XLS
Excel format for direct procurement team usage
Parquet
Columnar format for BigQuery, Snowflake, Athena
AWS S3
Direct bucket delivery — compatible with any data lake
Webhook
HTTP POST per record for real-time downstream processing
API
RESTful endpoints to query extracted catalogue data
PostgreSQL
Upsert into your existing schema with conflict resolution
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About rockwellautomation.com scraping, legality, and pipeline operations.

Ask us directly →
Is scraping Rockwell Automation legal?

Scraping publicly available information from rockwellautomation.com is generally permissible under applicable law. DataFlirt targets only public, non-authenticated product, specification, and lifecycle data. We do not circumvent authentication walls or extract proprietary CAD models gated behind SSO.

How do you handle the product configurator?

We use Playwright to systematically select valid options (voltage, enclosure, communications) within the configurator interface, capturing the generated catalogue number and associated metadata for each valid permutation.

Can you track lifecycle status changes?

Yes. We maintain a time-series table per catalogue number. When a part transitions from Active Mature to End of Life, our change-detection pipeline flags the update in the next delivery payload.

Do you extract firmware release notes?

We extract firmware version numbers, release dates, and hardware compatibility matrices. We also capture the direct URLs to the PDF release notes for manual review.

What is the minimum viable engagement?

Our smallest packages start at a defined list of 5,000 to 20,000 catalogue numbers with monthly lifecycle updates. For full catalogue extraction, we price based on compute volume and delivery frequency.

Can I request a sample dataset before committing?

Absolutely. We provide a sample run of up to 500 catalogue numbers as part of the pre-engagement scoping process — allowing you to validate schema fit and specification normalisation before signing any contract.

$ dataflirt scope --new-project --source=rockwellautomation.com 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 one-off catalogue extraction or continuous lifecycle monitoring across 100,000 parts — we scope, build, and operate the pipeline. Tell us what you need.

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