We extract industrial machinery specs, SMT equipment details, parts catalogues, and dealer locations from Juki. 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 Industrial Sewing Machines objects from juki.com. All fields typed and schema-versioned.
"model_number": "DDL-9000C", "category": "1-needle, Lockstitch Machine", "application": "Medium-weight", "max_sewing_speed": 5000, "max_stitch_length": 5.0, "presser_foot_lift": "15mm", "needle_type": "DBx1 (#11)", "motor_type": "Direct-drive AC servomotor"
| # | model_number | category | sub_category | application | max_sewing_speed | max_stitch_length |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for SMT Systems objects from juki.com. All fields typed and schema-versioned.
"model_name": "RS-1R", "machine_type": "Mounter", "placement_speed_cph": 47000, "component_size_min": "0201 metric", "pcb_size_max": "650 x 370 mm", "feeder_capacity": 112, "air_consumption": "50 L/min", "weight_kg": 1700
| # | model_name | machine_type | placement_speed_cph | component_size_min | component_size_max | pcb_size_max |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Parts Catalogue objects from juki.com. All fields typed and schema-versioned.
"part_number": "401-12034", "part_name": "Throat Plate", "compatible_models": "['DDL-9000C', 'DDL-8700']", "category": "Stitch Components", "assembly_diagram_ref": "Fig 12. #4", "weight_g": 45, "material": "Steel", "replacement_interval": "12 months"
| # | part_number | part_name | compatible_models | category | assembly_diagram_ref | material |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Dealer Network objects from juki.com. All fields typed and schema-versioned.
"dealer_id": "DLR-IN-442", "name": "Texmaco Industrial Solutions", "country": "India", "address": "Peenya Industrial Area, Bengaluru", "latitude": 13.0285, "longitude": 77.5197, "authorized_categories": "['Industrial Sewing', 'Household']", "service_center_status": true
| # | dealer_id | name | region | country | address | latitude |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Support Manuals objects from juki.com. All fields typed and schema-versioned.
"document_id": "MNL-9000C-EN-02", "model_reference": "DDL-9000C", "document_type": "Instruction Manual", "language": "English", "page_count": 124, "file_size_mb": 14.2, "revision_date": "2024-02-15", "download_url": "https://juki.com/downloads/..."
| # | document_id | model_reference | document_type | language | page_count | file_size_mb |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Juki scraper handles every layer of the manufacturer portal: industrial sewing specifications, SMT placement system data, spare parts catalogues, and global dealer directories.
Capture model numbers, maximum speeds, stitch lengths, motor types, and physical dimensions for the entire industrial catalogue.
Extract placement speeds (CPH), component size limits, feeder capacities, and PCB dimensions for Juki's electronics assembly division.
Scrape part numbers, descriptions, and compatibility matrices linking individual components to parent machine models.
Extract authorised dealer names, addresses, coordinates, and service capabilities from the JavaScript-rendered global locator map.
Index support documentation metadata including revision dates, languages, file sizes, and direct download URLs.
Capture specifications for domestic machines, including built-in stitch counts, buttonhole styles, and threading mechanisms.
Aggregate data across Juki's regional domains (Americas, Europe, Asia) into a single unified schema.
Extract specifications for discontinued models from historical support pages for secondary market valuation.
Run continuous pipelines at monthly or quarterly cadences to detect new product launches and dealer network changes.
Brief in. Clean data out.
Provide target categories (SMT, Industrial, Home) or regions. We design the extraction schema together.
We configure Scrapy crawlers, handle region redirects, and map the specification tables across Juki's domains.
Schema validation, unit normalisation (metric vs imperial), and cross-reference checks between parts and models.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Extracting B2B manufacturing data requires handling fragmented regional sites and complex technical specifications. Here is how we maintain data integrity.
Juki's regional sites often mix metric and imperial units (e.g., mm vs inches, kg vs lbs). Our pipeline includes a normalisation layer that converts all physical dimensions and weights into a unified metric standard before delivery.
The global dealer locator relies on client-side rendering and map APIs. We use Playwright to execute the JavaScript, intercept the underlying XHR requests, and extract clean JSON coordinates and contact details.
Spare parts data is often disconnected from main product pages. We scrape both datasets and build a relational mapping table, linking individual part numbers to all compatible machine models.
Juki operates separate domains for the Americas, Europe, and Asia. Our crawlers manage geolocation headers and proxy routing to prevent forced redirects, ensuring complete global catalogue coverage.
For large parts catalogues, we maintain a hash index of last-seen values. Subsequent runs only push diffs, reducing compute cost and downstream processing load.
Rival machinery manufacturers track Juki's technical specifications, placement speeds, and footprint dimensions to inform product development.
Used equipment dealers archive legacy model specifications to appraise trade-ins and provide accurate details to buyers.
Textile factories integrate Juki parts catalogues into their procurement systems to automate spare parts ordering and inventory management.
Market analysts map Juki's authorised service centres and dealers to understand geographic penetration and distribution strategies.
Plant managers extract recommended replacement intervals and compatible part numbers to build automated maintenance schedules.
Analysts track the evolution of Juki's SMT placement speeds and component handling capabilities to forecast electronics manufacturing trends.
"Juki's catalogue contains decades of industrial machinery specifications and parts data, but extracting it requires navigating complex category trees and legacy formats."
Extracting industrial equipment data requires more than simple HTTP GET requests. We handle JavaScript-rendered dealer maps, parse deeply nested parts diagrams, and normalise specifications across both SMT and sewing divisions. DataFlirt manages the extraction logic so your engineers can focus on building applications.
Everything supported by our juki.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 for dealer maps and dynamic content. Combined via scrapy-playwright middleware.
We maintain pools of datacenter and residential proxies to route requests through specific geographic regions, ensuring we capture localised product catalogues without forced redirects.
Pipelines run on AWS Lambda (burst) and ECS (sustained). Airflow handles scheduling, dependency management, and SLA alerting. All state stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About juki.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information from Juki is generally permissible under applicable law. DataFlirt targets only public, non-authenticated product specifications, parts lists, and dealer directories. We do not extract personal data or circumvent authentication walls. Clients should review Juki's ToS and consult legal counsel for specific use cases.
Juki operates different domains for different global regions. We configure our proxy routing and HTTP headers to prevent forced geo-redirects, allowing us to extract the specific catalogue for the Americas, Europe, or Asia as required.
Yes. We crawl historical support pages, manual archives, and legacy parts diagrams to reconstruct specifications for machines no longer listed in the active product catalogue.
Our pipeline includes a normalisation step that detects imperial units (inches, pounds) and converts them to standard metric units (millimetres, kilograms) based on your schema requirements.
Yes. We extract the compatibility matrices from parts catalogues and build relational tables linking individual part numbers to all parent machine models.
Our smallest packages start at a defined category extraction (e.g., all SMT machines or all Industrial Sewing machines) with quarterly delivery. Contact us with your use case for a scoped quote.
Absolutely. We provide a sample run of up to 100 machine models or parts records as part of the pre-engagement 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 one-off catalogue dump or continuous monitoring of parts and dealer networks, we scope, build, and operate the pipeline. Tell us what you need.
