SYSTEM all green source osram.com queue 12,408 pages p99 latency 215ms dataflirt.com · scraper/osram-com
RUN · 18 active pipelines · osram.com live

Osram data,
at engineering precision.

We extract lighting catalogues, photometric specs, LED module details, and datasheet links from Osram. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Products extracted
42.1K /run
Spec fields mapped
1.8M /run
Datasheets indexed
38.4K /run
Active pipelines
18
Uptime
99.94%
Data Dictionary

Every field we extract from osram.com

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

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

article_numbereanproduct_namefamilycategoryapplicationnominal_voltagenominal_wattagecolour_temperatureluminous_fluxbase_typelifetime
general_lighting
● 200 OK
"ean": "4058075432119",
"product_name": "LEDinestra 4.5 W/2700 K S14d",
"nominal_wattage": "4.5 W",
"colour_temperature": "2700 K",
"luminous_flux": "470 lm",
"base_type": "S14d"
# article_numbereanproduct_namefamilycategoryapplication
1
2
3

Complete list of extractable fields for Automotive Lamps objects from osram.com. All fields typed and schema-versioned.

order_referenceece_categorybase_typenominal_voltagenominal_wattageluminous_fluxtoleranceapplicationproduct_weightlengthdiameter
automotive_lamps
● 200 OK
"order_reference": "64193",
"ece_category": "H4",
"base_type": "P43t",
"nominal_voltage": "12.0 V",
"luminous_flux": "1650/1000 lm",
"application": "Halogen headlight lamp"
# order_referenceece_categorybase_typenominal_voltagenominal_wattageluminous_flux
1
2
3

Complete list of extractable fields for Opto Semiconductors objects from osram.com. All fields typed and schema-versioned.

part_numberpackage_typeemission_colourwavelengthviewing_angleforward_currentforward_voltageradiant_intensityoperating_temp_minoperating_temp_max
opto_semiconductors
● 200 OK
"part_number": "SFH 4715AS",
"package_type": "OSLON Black",
"emission_colour": "Infrared",
"wavelength": "850 nm",
"viewing_angle": "90 deg",
"forward_voltage": "2.9 V"
# part_numberpackage_typeemission_colourwavelengthviewing_angleforward_current
1
2
3

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

article_numbereandocument_typedocument_titlelanguagefile_sizefile_urllast_updatedpdf_hash
technical_documents
● 200 OK
"article_number": "4052899958104",
"document_type": "Datasheet",
"document_title": "Product Datasheet H7 12V",
"language": "EN",
"file_size": "1.2 MB",
"file_url": "https://www.osram.com/apps/download/...pdf"
# article_numbereandocument_typedocument_titlelanguagefile_size
1
2
3

Complete list of extractable fields for Where to Buy objects from osram.com. All fields typed and schema-versioned.

distributor_namecountryregioncityaddressphonewebsite_urlpartner_tierlatitudelongitudestock_status
where_to buy
● 200 OK
"distributor_name": "Rexel Germany GmbH",
"country": "Germany",
"city": "Munich",
"address": "Kistlerhofstrasse 170",
"website_url": "https://www.rexel.de",
"partner_tier": "Platinum"
# distributor_namecountryregioncityaddressphone
1
2
3

Capabilities

Extract the complete Osram technical catalogue

Our Osram scraper navigates complex product hierarchies, extracts deep photometric specifications, and normalises technical data across automotive, digital, and opto semiconductor divisions.

Full Catalogue Extraction

Extract SKUs, EANs, product families, and hierarchy data across all Osram divisions and regional websites.

Photometric Data Parsing

Capture luminous flux, colour temperature, colour rendering index, and beam angles with strict unit normalisation.

Electrical Specifications

Extract nominal voltage, wattage, driver compatibility, and dimming capabilities for luminaires and modules.

Automotive Cross-Referencing

Map order references to ECE categories, base types, and specific vehicle application areas.

Opto Semiconductor Specs

Extract precise technical data including dominant wavelengths, forward current, and radiant intensity for LED components.

PDF Datasheet Indexing

Locate and extract direct URLs to product datasheets, installation guides, and compliance certificates.

Dimensional Data

Capture product length, diameter, and weight to assist with physical inventory planning and logistics.

Multi-Language Support

Scrape localised catalogues in English, German, French, and other supported regional languages.

Distributor Mapping

Extract partner networks, contact details, and tier classifications from the Osram distributor locator.

// engagement pipeline

From product family to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide target categories, EAN lists, or specific Osram divisions. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy crawlers, handle dynamic specification tables, and set up unit normalisation logic.

Validation & QA
d 4–6

Schema validation, null-rate checks, and unit consistency testing 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 Osram pipeline handles technical complexity

Extracting industrial catalogues requires strict schema enforcement and unit normalisation. Here is how we ensure data integrity.

pipeline-monitor · osram.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 Tables
Parsing JavaScript-rendered technical data

Many Osram product pages load technical specifications via client-side JavaScript. We use Playwright to fully render the DOM, ensuring no photometric or electrical fields are missed during extraction.

Unit Normalisation
Standardising metrics across regions

Industrial catalogues often mix units. Our pipeline detects and normalises values, converting mm to standard formats, standardising Kelvin ratings, and separating numeric values from their units for clean database insertion.

Variant Mapping
Linking regional catalogue entries

Osram maintains different SKUs and EANs across regional domains. We map these variants back to parent product families, creating a unified global catalogue view.

Document Linking
Locating and validating datasheet URLs

Technical documents are frequently updated. We extract direct URLs to the latest PDF datasheets and certificates, appending them to the structured product record for downstream retrieval.

Anti-Bot Evasion
Residential proxies for regional access

To access region-specific catalogues and pricing tiers without triggering rate limits, we route requests through residential proxies located in the target market, maintaining stable extraction rates.

Applications

Who uses Osram catalogue data

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

01
Competitor Cross-Referencing

Lighting manufacturers map Osram SKUs and EANs to their own product lines to build automated cross-reference tools.

02
Distributor Procurement

B2B lighting distributors automate their internal catalogue updates, ensuring they always display the latest Osram specifications and datasheets.

03
Automotive Aftermarket

Auto parts retailers build vehicle compatibility databases by extracting Osram's ECE categories and base types.

04
Architectural Planning

Engineering firms feed BIM software with accurate photometric data, including luminous flux and colour temperature, directly from the source.

05
Price Intelligence

Market analysts monitor public distributor pricing networks against Osram's official product hierarchy to detect regional margin variances.

06
Supply Chain Analytics

Procurement teams track product lifecycle statuses and obsolescence notices to manage inventory transitions effectively.

Why DataFlirt

"Osram's technical data is the backbone of lighting procurement, but extracting consistent photometric specs requires strict schema enforcement."

Industrial catalogues are notoriously difficult to scrape due to inconsistent unit formatting, nested product families, and heavily JavaScript-rendered specification tables. DataFlirt normalises this technical debt at the pipeline level, delivering clean, queryable databases so your engineers avoid spending weeks writing regex for lumen values.

Technical Spec

Osram scraper - technical capabilities

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

JS table rendering
Full Playwright sessions to capture dynamically loaded specification tables
Supported
Unit normalisation
Splits values and units into separate fields for numeric querying
Supported
EAN/GTIN extraction
Captures unique barcodes for exact product matching
Supported
Multi-region catalogues
Supports osram.com, osram.de, and other regional variants
Supported
PDF datasheet links
Extracts valid URLs to technical documents and certificates
Supported
Distributor location mapping
Extracts latitude, longitude, and contact details for partners
Supported
Change detection (diffs)
Hash-based diff: only emit records with changed fields since last run
Supported
B2B Partner Portal pricing
Requires authenticated access to Osram's closed distributor portal
Partial
Internal stock levels
Real-time warehouse inventory is gated behind partner logins
Partial
Infrastructure

Infrastructure powering the Osram pipeline

Open-source tooling on proven cloud infra — no vendor lock-in, full observability.

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Spec Table Parsing

Custom Scrapy middlewares handle complex nested DOM structures found in industrial catalogues, ensuring deep technical specs are mapped correctly.

Proxy Routing

We route requests through EU residential IPs to access local catalogue variants and avoid automated rate limits on Osram servers.

Cloud-Native Orchestration

Pipelines run on AWS Lambda and ECS. Airflow handles scheduling for weekly catalogue refreshes, with 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
CSV
Flat file with typed columns
XLS
Excel format for procurement teams
Parquet
Columnar format for data warehouses
AWS S3
Direct bucket delivery
Webhook
HTTP POST per record
API
REST endpoints for on-demand querying
Snowflake
Stage and COPY INTO workflow
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

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

Ask us directly →
Is scraping Osram legal?

Scraping publicly available product specifications and catalogue data from Osram is generally permissible. DataFlirt targets only public, non-authenticated technical data. We do not circumvent B2B partner login walls or extract proprietary internal pricing.

Which regional Osram sites do you support?

We support the global osram.com domain as well as regional variants like osram.de, osram.fr, and osram.us. We can extract localised EANs and language-specific datasheets.

Do you extract the actual PDF datasheets?

We extract the direct URLs to the PDF datasheets, installation guides, and certificates. We do not parse the internal text of the PDFs, but we deliver the links alongside the structured product record.

How frequently should we update catalogue data?

For industrial lighting catalogues, a weekly or monthly refresh is typically sufficient to capture new product launches, EAN updates, and obsolescence notices.

Do you normalise technical units?

Yes. We separate numeric values from their units (e.g., extracting '4.5' and 'W' into separate fields) to ensure your database can run numeric queries on wattage, luminous flux, and colour temperature.

Can you extract automotive cross-reference data?

Yes. We capture ECE categories, base types, and application areas for Osram's automotive lighting division, which is critical for aftermarket compatibility databases.

$ dataflirt scope --new-project --source=osram.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 the entire opto semiconductor catalogue or just automotive lighting specs - we scope, build, and operate the pipeline. Tell us your requirements.

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