SYSTEM all green source keyence.com queue 12,408 pages p99 latency 185ms dataflirt.com · scraper/keyence-com
RUN · 31 active pipelines · keyence.com live

Keyence data,
at warehouse scale.

We extract sensor specifications, machine vision catalogues, application notes, and technical manuals from Keyence. Delivered as clean JSON, CSV, or Parquet.

Products extracted
48,192 /run
Spec attributes
1.2M /run
Manuals indexed
14,803 /run
Active pipelines
31
Uptime
99.98%
Data Dictionary

Every field we extract from keyence.com

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

Complete list of extractable fields for Sensors & Components objects from keyence.com. All fields typed and schema-versioned.

product_idseriesmodelcategorysub_categorydescriptionfeaturesspecs_summarymanual_urlcad_metadata
sensors_& components
● 200 OK
"product_id": "LR-W500",
"series": "LR-W Series",
"model": "LR-W500",
"category": "Sensors",
"sub_category": "Photoelectric Sensors",
"description": "Full-Spectrum Sensor, Cable type, 2 m",
"features": "['White LED', 'Dual-output']"
# product_idseriesmodelcategorysub_categorydescription
1
2
3

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

modelmeasuring_rangeresolutionrepeatabilitylinearitytemperature_driftsampling_rateenvironmental_resistanceweightmaterial
technical_specifications
● 200 OK
"model": "IL-100",
"measuring_range": "100 mm",
"resolution": "2 µm",
"repeatability": "5 µm",
"linearity": "±0.1% of F.S.",
"sampling_rate": "0.33 ms",
"weight": "Approx. 60 g"
# modelmeasuring_rangeresolutionrepeatabilitylinearitytemperature_drift
1
2
3

Complete list of extractable fields for Application Notes objects from keyence.com. All fields typed and schema-versioned.

app_idtitleindustryapplication_typerelated_productsdescriptionpdf_urlimage_urldate_published
application_notes
● 200 OK
"app_id": "APP-9821",
"title": "Detecting presence of automotive engine components",
"industry": "Automotive",
"application_type": "Presence Detection",
"related_products": "['IV3 Series', 'LR-W Series']",
"description": "Using vision sensors to verify part seating prior to assembly."
# app_idtitleindustryapplication_typerelated_productsdescription
1
2
3

Complete list of extractable fields for Discontinued Products objects from keyence.com. All fields typed and schema-versioned.

old_modelseriesreplacement_modelreplacement_seriesdiscontinuation_datesupport_end_datenotice_urldifferences_notes
discontinued_products
● 200 OK
"old_model": "GT-2",
"series": "GT Series",
"replacement_model": "GT2-H12",
"replacement_series": "GT2 Series",
"discontinuation_date": "2024-03-31",
"support_end_date": "2031-03-31"
# old_modelseriesreplacement_modelreplacement_seriesdiscontinuation_datesupport_end_date
1
2
3

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

document_idtitledoc_typelanguagefile_sizemodel_compatibilityversionpublish_datedownload_url
manuals_& downloads
● 200 OK
"document_id": "MAN-4451",
"title": "CV-X Series User Manual",
"doc_type": "Instruction Manual",
"language": "English",
"file_size": "24.5 MB",
"version": "Rev 3.1"
# document_idtitledoc_typelanguagefile_sizemodel_compatibility
1
2
3

Capabilities

Everything you need from Keyence — parsed and structured

Our Keyence scraper handles complex nested specification tables, JavaScript-rendered catalogues, and multi-regional geo-routing to deliver clean industrial data.

Full Catalogue Extraction

Extract data across all categories: sensors, vision systems, laser markers, microscopes, and measurement devices.

Deep Specification Parsing

Convert complex HTML specification tables into clean, flattened key-value pairs per SKU.

Application Note Mining

Index industry-specific use cases, related product mappings, and problem-solution descriptions.

Discontinued Mapping

Extract end-of-life notices and map legacy models to their current recommended replacements.

Manual & CAD Metadata

Index document IDs, version numbers, and file metadata for technical manuals and software updates.

Multi-Regional Sites

Extract region-specific catalogues and availability across US, EU, JP, and IN domains.

Accessory Cross-Referencing

Map primary units to compatible cables, brackets, controllers, and optional modules.

Software Version Tracking

Monitor release notes and firmware version updates for controllers and vision systems.

Scheduled Diffing

Run periodic scans to detect new product launches, spec changes, and discontinuation notices.

// engagement pipeline

From product category to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide target categories, product series, or competitor cross-reference lists. We design the schema.

Pipeline Build
d 2–4

We configure Playwright crawlers, proxy routing, and custom HTML table parsers for keyence.com.

Validation & QA
d 4–6

Schema validation, unit normalization, and attribute mapping checks before full launch.

Delivery
ongoing

JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or API webhook.

Under the hood

How our Keyence pipeline handles the hard parts

Industrial catalogues present unique parsing challenges. Here is how we build resilient pipelines for complex MRO data.

pipeline-monitor · keyence.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
Table parsing
Handling nested specification matrices

Keyence specifications are often displayed in complex, multi-span HTML tables that break naive parsers. We deploy custom DOM traversal logic to flatten these matrices into consistent key-value pairs per SKU.

JavaScript rendering
Playwright for dynamic catalogues

Many product series pages and specification accordions load content dynamically via JavaScript. We execute full Playwright sessions to ensure all hidden attributes are rendered and captured.

Geo-routing
Bypassing regional redirects

Keyence forces regional redirects based on IP. We use targeted residential proxies to lock the crawler to specific locales, ensuring you get the correct regional catalogue without redirect loops.

Metadata extraction
Indexing without downloading

We extract precise metadata for CAD files, manuals, and software updates without downloading gigabytes of binary data, keeping the pipeline fast and storage costs low.

Change detection
Hash-based catalog diffs

We maintain a hash index of all specifications. Subsequent runs only emit records for new products, changed specs, or newly discontinued items, providing a clean changelog.

Applications

Who uses Keyence data — and how

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

01
Competitor Intelligence

Industrial automation manufacturers track Keyence specifications to benchmark their own product lines and identify feature gaps.

02
MRO Procurement

Procurement teams build internal databases of replacement parts, mapping discontinued models to current availability.

03
System Integration

Engineering firms integrate specification data into their internal CAD and system design software.

04
Market Research

Analysts track product lifecycle durations and new technology introductions in the machine vision and sensor markets.

05
Predictive Maintenance

Facilities map end-of-support dates for installed Keyence equipment to plan capital expenditure for upgrades.

06
Distributor Catalogues

Authorised integrators populate their internal ERP and quoting systems with accurate, up-to-date specifications.

Why DataFlirt

"Keyence publishes some of the most detailed industrial automation data available, but extracting nested specification tables across 40,000 SKUs requires purpose-built infrastructure."

Industrial MRO catalogues are notoriously difficult to parse. Keyence heavily relies on complex, nested HTML tables, JavaScript-rendered specification accordions, and geo-fenced regional catalogues. DataFlirt manages the proxy routing, DOM parsing, and schema normalization so your engineering team receives clean, structured data ready for your ERP or PIM system.

Technical Spec

Keyence scraper — technical capabilities

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

JavaScript rendering
Playwright sessions required for dynamic specification accordions
Supported
Nested table parsing
Custom parsers flatten complex HTML matrices into key-value pairs
Supported
Regional geo-routing
Targeted proxies to access US, EU, JP, or IN specific catalogues
Supported
Discontinued product mapping
Extract legacy models and link to recommended replacements
Supported
Application note extraction
Index industry use cases and related product links
Supported
Change detection (diffs)
Only emit records with changed fields since the last run
Supported
CAD file direct download
Actual STEP/IGES files require Keyence account login and approval
Partial
Pricing data
Keyence pricing requires direct sales quoting and account login
Partial
Infrastructure

Infrastructure powering the Keyence 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 and deduplication. Playwright handles JavaScript rendering and interaction flows for dynamic catalogues.

Residential Proxy Infrastructure

We maintain pools of residential ISP proxies across regions to bypass geo-redirects and ensure accurate locale-specific data.

Cloud-Native Orchestration

Pipelines run on AWS Lambda and ECS. Airflow handles scheduling and dependency management. State is 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 arrays
CSV
Flat file with typed columns
XLS
Excel compatible format for procurement teams
Parquet
Columnar format for BigQuery and Snowflake
AWS S3
Direct bucket delivery
Webhook
HTTP POST per record
API
REST endpoint for querying extracted data
PostgreSQL
Direct upsert into your relational database
Snowflake
Stage and COPY INTO workflow
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

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

Ask us directly →
Is scraping Keyence legal?

Scraping publicly available specification and catalogue data is generally permissible. DataFlirt targets only public, non-authenticated information. We do not circumvent login walls to download proprietary CAD files or gated software.

How do you handle nested specification tables?

We build custom DOM traversal logic specific to Keyence's table structures. This flattens complex row-spans and column-spans into a consistent, queryable key-value schema per product.

Can you track discontinued models to their replacements?

Yes. We extract end-of-life notices and parse the suggested replacement models, building a mapping graph between legacy and current SKUs.

Do you download the actual CAD files?

No. CAD file downloads on Keyence require an authenticated account. We extract the metadata (file size, format, document ID, version) but do not download the binary files.

How often can the pipeline run?

For industrial catalogues, we typically configure weekly or monthly runs to detect new product launches and specification updates, though higher frequencies are available.

Can you extract data across different regional sites?

Yes. We use targeted residential proxies to lock the crawler to specific locales (e.g., US, Europe, Japan), ensuring we capture the correct regional availability and specifications.

$ dataflirt scope --new-project --source=keyence.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 dump or continuous tracking of new product introductions — we scope, build, and operate the pipeline.

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