SYSTEM all green source foscarini.com queue 1,842 pages p99 latency 218ms dataflirt.com · scraper/foscarini-com
RUN · 14 active pipelines · foscarini.com live

Foscarini data,
at warehouse scale.

We extract designer lighting collections, technical specifications, IES files, and material data from Foscarini. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Products extracted
482 /day
Tech specs
3.2K /run
IES files
1.4K /run
Active pipelines
14
Uptime
99.98%
Data Dictionary

Every field we extract from foscarini.com

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

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

skunamecollectiondesignerdesign_yearcategorysub_categorydescriptionmaterialscolours
product_metadata
● 200 OK
"sku": "FN163007",
"name": "Twiggy",
"collection": "Twiggy",
"designer": "Marc Sadler",
"design_year": 2006,
"category": "Floor Lamps",
"sub_category": "Arc Floor Lamps",
"materials": "['Compound material on lacquered glass fibre base', 'PMMA', 'polycarbonate', 'coated metal']",
"colours": "['Crimson', 'Greige', 'Black', 'White']"
# skunamecollectiondesignerdesign_yearcategory
1
2
3

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

skuvoltagelight_sourcelumenskelvincridimmableenergy_classip_ratingcertification
technical_specifications
● 200 OK
"sku": "FN163007",
"voltage": "220/240V",
"light_source": "LED included 28W",
"lumens": 3840,
"kelvin": 2700,
"cri": 90,
"dimmable": true,
"energy_class": "E",
"ip_rating": "IP20"
# skuvoltagelight_sourcelumenskelvincri
1
2
3

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

skuwidth_cmheight_cmdepth_cmcable_length_cmnet_weight_kggross_weight_kgpackaging_dimscanopy_dims
dimensions_& weight
● 200 OK
"sku": "FN163007",
"width_cm": 170.0,
"height_cm": 215.0,
"depth_cm": 60.0,
"cable_length_cm": 330.0,
"net_weight_kg": 16.6,
"gross_weight_kg": 21.2,
"packaging_dims": "180x70x20 cm",
"canopy_dims": "N/A"
# skuwidth_cmheight_cmdepth_cmcable_length_cmnet_weight_kg
1
2
3

Complete list of extractable fields for Assets & Files objects from foscarini.com. All fields typed and schema-versioned.

skuimage_urlslifestyle_imagesassembly_pdf3d_model_urlcad_2d_urlies_file_urlldt_file_urlenergy_label_pdf
assets_& files
● 200 OK
"sku": "FN163007",
"image_urls": "['https://foscarini.com/media/twiggy-floor-1.jpg']",
"lifestyle_images": "['https://foscarini.com/media/twiggy-ambient.jpg']",
"assembly_pdf": "https://foscarini.com/docs/twiggy-assembly.pdf",
"3d_model_url": "https://foscarini.com/models/twiggy-3d.dwg",
"ies_file_url": "https://foscarini.com/photometric/twiggy.ies",
"ldt_file_url": "https://foscarini.com/photometric/twiggy.ldt",
"energy_label_pdf": "https://foscarini.com/docs/twiggy-energy.pdf"
# skuimage_urlslifestyle_imagesassembly_pdf3d_model_urlcad_2d_url
1
2
3

Complete list of extractable fields for Dealer & Store Locator objects from foscarini.com. All fields typed and schema-versioned.

store_idstore_namestore_typeaddresscitycountrypostal_codephoneemailcoordinates
dealer_& store locator
● 200 OK
"store_id": "DLR-8421",
"store_name": "Lumina Milano",
"store_type": "Authorised Dealer",
"address": "Via della Moscova, 22",
"city": "Milan",
"country": "Italy",
"postal_code": "20121",
"phone": "+39 02 1234567"
# store_idstore_namestore_typeaddresscitycountry
1
2
3

Capabilities

Extract the complete Foscarini lighting catalogue

Our Foscarini scraper handles complex product configurators, photometric file extraction, and multi-region technical specifications — with JavaScript rendering and session management built in.

Designer Lighting Extraction

Extract product names, designer attributions, design years, and full marketing descriptions across all lighting categories.

Technical Specification Scraping

Capture voltage, light source type, lumens, Kelvin, CRI, IP ratings, and dimming protocols for every fixture.

Dimensions & Weight Data

Extract precise physical dimensions, net weights, gross weights, and cable lengths for integration into architectural software.

Material & Finish Mapping

Map every available colour, finish, and material compound to its specific variant SKU.

Photometric File Aggregation

Locate and extract direct URLs for IES and LDT photometric files required for professional lighting simulation.

CAD & 3D Model Capture

Extract links to 2D DWG, 3D DWG, and BIM objects for every product family.

Documentation & Manuals

Scrape URLs for assembly instructions, energy labels, and technical specification PDFs.

Dealer Network Mining

Extract the entire global network of authorised dealers, flagship stores, and service centres.

Scheduled Syncs

Run continuous pipelines to track catalogue additions, discontinued models, and updated technical sheets.

// engagement pipeline

From product URL to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide specific collections, categories, or regions. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy / Playwright crawlers to handle Foscarini's product configurators and file download endpoints.

Validation & QA
d 4–6

Schema validation, null-rate checks, and photometric file availability testing before full launch.

Delivery
ongoing

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

Under the hood

Handling architectural lighting data extraction

Foscarini's site relies heavily on dynamic product configurators and hidden asset links. Here is how we extract structured data from it.

pipeline-monitor · foscarini.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
Playwright execution for variant rendering

Foscarini uses JavaScript-heavy product configurators to display specific SKUs based on colour, size, and light source selections. We run full Playwright browser sessions to cycle through these options and extract unique technical specs for every variant.

Asset discovery
Deep extraction of photometric and CAD files

Architectural assets like IES files and 3D models are often gated behind download managers or dynamic menus. Our pipeline traces network requests to capture direct download URLs for all technical assets associated with a product.

Multi-region specs
Geo-targeted extraction

Lighting specifications (e.g., 120V vs 220/240V, UL vs CE certification) change based on the user's location. We route requests through region-specific residential proxies to capture the correct localised technical data.

PDF parsing
Extracting data from technical sheets

When critical dimensions or photometric data are only available inside PDF specification sheets, we deploy automated PDF parsing to structure this data into your final JSON payload.

Schema stability
Resilient selectors for catalogue updates

We utilise multi-layer fallback selectors to ensure that seasonal catalogue updates or website redesigns do not break your data pipeline.

Applications

Who uses Foscarini data — and how

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

01
Architectural Aggregation

B2B material libraries and specification platforms aggregate Foscarini's catalogue to provide architects with up-to-date BIM and CAD objects.

02
Lighting Simulation

Lighting designers extract IES and LDT files at scale to import into Dialux or Relux for photometric calculations.

03
Competitor Analysis

Rival lighting manufacturers monitor Foscarini's material choices, light source technologies (CRI/Kelvin), and product dimensions.

04
eCommerce Integration

Authorised retailers sync technical specifications and lifestyle imagery to keep their own product pages accurate.

05
Dealer Network Mapping

Market analysts track Foscarini's retail footprint by extracting store locator data across different geographies.

06
Trend Forecasting

Interior design analysts track the introduction of new materials, colours, and designer collaborations over time.

Why DataFlirt

"Foscarini represents the pinnacle of Italian lighting design, but integrating their photometric and CAD data requires a purpose-built extraction pipeline."

Extracting technical lighting data requires handling complex PDF spec sheets, rendering WebGL configurators, and mapping IES files to specific product variants. DataFlirt manages the extraction infrastructure so your engineering team can focus on building your lighting platform.

Technical Spec

Foscarini scraper — technical capabilities

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

JavaScript rendering
Full Playwright sessions required for product configurators and variant selection
Supported
Photometric file capture
Extraction of direct URLs for IES and LDT files
Supported
CAD & BIM extraction
Extraction of 2D/3D DWG and Revit model URLs
Supported
Multi-region specs
Localised technical data (120V vs 240V) via geo-proxies
Supported
PDF data parsing
Extraction of tables and specs from technical PDFs
Supported
Variant mapping
Parent to child SKU relationships for colours and sizes
Supported
B2B Portal pricing
Wholesale pricing requires authenticated dealer access
Partial
Dealer portal stock levels
Real-time inventory data gated behind dealer login
Partial
Infrastructure

Infrastructure powering the Foscarini 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, cookie sessions, and interaction flows for product configurators.

Residential Proxy Infrastructure

We maintain pools of residential ISP proxies across EU and US regions. Rotation happens per-request to capture localised technical specifications.

Cloud-Native Orchestration

Pipelines run on AWS Lambda and ECS. 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 non-technical merchandising teams
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 for on-demand catalogue queries
PostgreSQL
Upsert into your existing schema with conflict resolution
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

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

Ask us directly →
Is scraping Foscarini legal?

Scraping publicly available product information, specifications, and dealer locations from Foscarini is generally permissible. DataFlirt targets only public, non-authenticated data. We do not circumvent authentication walls to access B2B portals. Clients should review Foscarini's ToS and consult legal counsel for specific use cases.

How do you extract data from the product configurators?

We use Playwright to simulate user interactions, clicking through every combination of colour, size, and light source to extract the unique SKU and technical specifications for each variant.

Can you download the actual IES and CAD files?

Our standard pipeline extracts the direct URLs to these assets. We can optionally configure the pipeline to download the files directly to your S3 bucket.

How do you handle regional differences in technical specs?

We route traffic through residential proxies located in your target region (e.g., US for 120V specs, EU for 220/240V specs) to ensure the extracted data matches your market requirements.

How fresh is the data?

For a catalogue of this size, we typically run weekly or monthly full refreshes. Daily diff-checks can be configured for specific collections.

What is the minimum viable engagement?

Our minimum engagement covers the entire public Foscarini catalogue delivered on a weekly schedule. Contact us with your specific schema requirements for a scoped quote.

$ dataflirt scope --new-project --source=foscarini.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 technical specification monitoring — we scope, build, and operate the pipeline. Tell us what you need.

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