SYSTEM all green source ledvance.com queue 12,491 pages p99 latency 218ms dataflirt.com · scraper/ledvance-com
RUN · 14 active pipelines · ledvance.com live

Ledvance data,
at warehouse scale.

We extract lighting catalogues, EAN codes, photometric data, and technical specifications from Ledvance. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Products extracted
48.2K /run
Datasheets parsed
14.7K /month
EANs tracked
62.1K /run
Active pipelines
14
Uptime
99.98%
Data Dictionary

Every field we extract from ledvance.com

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 ledvance.com. All fields typed and schema-versioned.

skutitleeancategorysub_categorywattageluminous_fluxcolour_temperaturelifetime_hoursenergy_classbase_typevoltage
product_specifications
● 200 OK
"sku": "4058075608050",
"title": "SMART+ WIFI PLANON 60X60",
"ean": "4058075608050",
"wattage": "36.0 W",
"luminous_flux": "3000 lm",
"colour_temperature": "3000-6500 K",
"energy_class": "F",
"lifetime_hours": 25000
# skutitleeancategorysub_categorywattage
1
2
3

Complete list of extractable fields for Smart Lighting objects from ledvance.com. All fields typed and schema-versioned.

skuprotocoldimmablevoice_control_supportapp_controlbase_typevoltagebeam_angleip_rating
smart_lighting
● 200 OK
"sku": "4058075608050",
"protocol": "WiFi",
"dimmable": true,
"voice_control_support": "['Amazon Alexa', 'Google Assistant']",
"app_control": "LEDVANCE SMART+ App",
"ip_rating": "IP20",
"beam_angle": "110 degrees"
# skuprotocoldimmablevoice_control_supportapp_controlbase_type
1
2
3

Complete list of extractable fields for Photometric Data objects from ledvance.com. All fields typed and schema-versioned.

skueanldt_urlies_urllight_distribution_curvebeam_angleunified_glare_ratingcolour_rendering_indexflicker_metricstroboscopic_effect_metric
photometric_data
● 200 OK
"sku": "4058075608050",
"ldt_url": "https://ledvance.com/media/ldt/4058075608050.ldt",
"ies_url": "https://ledvance.com/media/ies/4058075608050.ies",
"colour_rendering_index": ">80",
"unified_glare_rating": "<22",
"beam_angle": "110 degrees",
"flicker_metric": "<1.0"
# skueanldt_urlies_urllight_distribution_curvebeam_angle
1
2
3

Complete list of extractable fields for Packaging & Dimensions objects from ledvance.com. All fields typed and schema-versioned.

skulength_mmwidth_mmheight_mmweight_gouter_box_eanpieces_per_boxvolume_dm3
packaging_& dimensions
● 200 OK
"sku": "4058075608050",
"length_mm": 595.0,
"width_mm": 595.0,
"height_mm": 50.0,
"weight_g": 2100.0,
"outer_box_ean": "4058075608067",
"pieces_per_box": 4
# skulength_mmwidth_mmheight_mmweight_gouter_box_ean
1
2
3

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

skudatasheet_urlce_certificaterohs_compliantwarranty_yearsenergy_label_urlmanual_urlbim_object_url
compliance_& downloads
● 200 OK
"sku": "4058075608050",
"datasheet_url": "https://ledvance.com/media/pdf/4058075608050_en.pdf",
"rohs_compliant": true,
"warranty_years": 3,
"energy_label_url": "https://ledvance.com/media/energy/4058075608050_label.pdf",
"manual_url": "https://ledvance.com/media/manual/4058075608050_manual.pdf",
"ce_certificate": true
# skudatasheet_urlce_certificaterohs_compliantwarranty_yearsenergy_label_url
1
2
3

Capabilities

Extracting the complete lighting catalogue

Our Ledvance scraper handles complex regional product variations, nested technical specifications, and bulk downloads of photometric files. We deliver structured lighting data ready for your ERP or PIM system.

Full Catalogue Extraction

Extract every luminaire, lamp, and smart lighting product across consumer and professional categories.

Photometric File Harvesting

Automated downloading and URL mapping for IES and LDT files used in DIALux and Relux lighting design software.

Technical Specification Parsing

Capture wattage, luminous flux, colour temperature, IP ratings, and lifetime hours directly from structured tables.

Energy Label Mapping

Track EU energy efficiency classes (A-G) and capture links to official energy label PDFs.

EAN & GTIN Cross-referencing

Map internal SKUs to universal EAN codes for accurate distributor and competitor matching.

Regional Assortment Tracking

Extract product availability across different country domains to map global product launches.

PDF Datasheet Processing

Generate and store URLs for technical datasheets, installation manuals, and CE declarations.

Smart Home Protocol Data

Extract compatibility data for Zigbee, Bluetooth, and WiFi products, including voice assistant support.

Scheduled + Streaming Modes

Run one-off bulk exports or configure continuous pipelines at weekly or monthly cadences with change-detection diffing.

// engagement pipeline

From product list to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide target categories, regional domains, or specific EAN lists. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy crawlers, proxy rotation, session management, and pagination logic for ledvance.com.

Validation & QA
d 4–6

Schema validation, null-rate checks, and sample data reviews before full launch.

Delivery
ongoing

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

Under the hood

How our Ledvance pipeline handles the hard parts

Extracting deep technical data requires more than simple HTTP requests. Here is how we ensure data completeness.

pipeline-monitor · ledvance.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
JavaScript rendering
Full Playwright execution for dynamic filters

Ledvance product listings and technical filter states rely heavily on JavaScript. We run full Playwright browser sessions to trigger dynamic content loading and ensure no products are missed in complex categories.

Asset management
Automated file URL extraction

Lighting professionals need IES and LDT files. Our pipeline maps the exact direct-download URLs for these assets to the corresponding SKU, avoiding manual file hunting.

Regional targeting
Geo-specific proxy routing

Product availability and specifications vary by region. We use geo-targeted residential proxies to extract accurate data for specific European, North American, or Asian markets.

Change detection
Only re-scrape what has changed

For large product catalogues, we maintain a hash index of last-seen values per field. Subsequent runs only push diffs, reducing downstream processing load. You get a clean changelog rather than full re-dumps.

Monitoring & alerting
24/7 pipeline health with anomaly detection

Every run emits structured logs to our observability stack. We alert on null-rate spikes, schema drift, and coverage drops, responding before you notice. SLA uptime is contractual.

Applications

Who uses Ledvance data and how

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

01
Competitor Benchmarking

Lighting manufacturers extract Ledvance technical specifications to benchmark luminous efficacy and pricing.

02
Distributor Catalogue Sync

B2B wholesalers automate the ingestion of Ledvance product data, images, and EANs into their own PIM systems.

03
BIM & CAD Library Building

Architecture and design software providers scrape photometric files to populate their luminaire databases.

04
Energy Compliance Auditing

Regulatory bodies and consultants track energy efficiency class distributions across major lighting portfolios.

05
Smart Home Integration Planning

IoT platforms extract protocol compatibility data to map device integration requirements.

06
Procurement & Supply Chain

Enterprise procurement teams cross-reference Ledvance SKUs with distributor availability to optimise purchasing.

Why DataFlirt

"Ledvance hosts one of the most comprehensive technical lighting databases globally, but accessing raw photometric and specification data requires specialized extraction."

Scraping Ledvance requires navigating regional product variations, extracting deep technical parameters from unstructured layouts, and handling dynamic filtering. DataFlirt manages this complexity, delivering clean lighting data directly to your warehouse.

Technical Spec

Ledvance scraper technical capabilities

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

JavaScript rendering
Full Playwright sessions required for dynamic product grids and filters
Supported
Residential proxy rotation
ISP-grade residential IPs from EU pools rotated per request
Supported
PDF datasheet parsing
Extract and map direct URLs to product technical PDFs
Supported
Photometric file downloads
Capture LDT and IES file links per luminaire
Supported
Region-specific assortment
Extract data from specific country domains (e.g., .de, .com, .co.uk)
Supported
EAN/GTIN mapping
Extract universal barcodes for cross-platform product matching
Supported
Change detection (diffs)
Hash-based diff: only emit records with changed fields since last run
Supported
B2B Partner Pricing
Wholesale pricing requires authenticated distributor portal access
Partial
Wholesale Inventory Levels
Live factory stock data is gated behind partner login walls
Partial
Infrastructure

Infrastructure powering the Ledvance 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, cookie sessions, and interaction flows. Combined via scrapy-playwright middleware.

Residential Proxy Infrastructure

We maintain pools of residential ISP proxies across European regions. Rotation happens per-request with sticky sessions where required. IP score monitoring prevents blacklisted pool contamination.

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
Legacy spreadsheet format for direct business user consumption
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
REST endpoints to query your extracted catalogue
BigQuery
Streamed directly into your dataset with schema auto-detect
Snowflake
Stage + COPY INTO workflow incremental or full-replace
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

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

Ask us directly →
Is scraping Ledvance legal?

Scraping publicly available information from Ledvance is generally permissible under applicable law. DataFlirt targets only public, non-authenticated product and technical data. We do not extract personal data, circumvent authentication walls, or violate GDPR. Clients should review terms of service and consult legal counsel for specific use cases.

How do you handle Ledvance anti-bot systems?

We use residential ISP proxies, full Playwright browser sessions with realistic fingerprints, and request timing modelled on human behaviour. Our selectors have multi-layer fallback chains so DOM changes do not break the pipeline.

Can you extract photometric files like LDT and IES?

Yes. Our pipeline extracts the direct download URLs for all associated LDT and IES files, mapping them to the specific product SKU and EAN for easy ingestion into lighting design software.

Which regional domains do you support?

We support all public Ledvance regional domains, allowing you to extract specific product assortments for the DACH region, UK, North America, or Asia.

How fresh is the data?

Full catalogue refreshes at weekly or monthly cadences complete within a 6-12 hour window depending on category size. Historical snapshots are available from the day your pipeline is commissioned.

Can you access B2B distributor pricing?

No. DataFlirt focuses on public data extraction. We do not bypass login walls to extract authenticated wholesale pricing or live factory inventory levels.

What is the minimum viable engagement?

Our smallest packages start at a defined category list with monthly delivery. For full global catalogues or custom schema requirements, we price based on volume and delivery frequency. Contact us with your use case for a scoped quote.

$ dataflirt scope --new-project --source=ledvance.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 across 50K SKUs, we scope, build, and operate the pipeline. Tell us what you need.

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