We extract product specifications, dimensional data, fabric matrices, designer attributions, and dealer networks from B&B Italia. 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 Product Specifications objects from bebitalia.com. All fields typed and schema-versioned.
"product_id": "BB-CAM-1970", "name": "Camaleonda", "designer": "Mario Bellini", "year_designed": 1970, "category": "Sofas", "sub_category": "Modular Sofas", "is_outdoor": false
| # | product_id | name | collection | designer | year_designed | category |
|---|---|---|---|---|---|---|
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Complete list of extractable fields for Materials & Finishes objects from bebitalia.com. All fields typed and schema-versioned.
"product_id": "BB-CAM-1970", "variant_id": "VAR-ENIF-BLU", "material_type": "Fabric", "material_category": "Boucle", "colour_name": "Enif Blue", "fabric_code": "2480255", "finish_type": "Matte"
| # | product_id | variant_id | material_type | material_category | colour_name | colour_hex |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Dimensions & Tech Data objects from bebitalia.com. All fields typed and schema-versioned.
"product_id": "BB-CAM-1970", "module_id": "CM96C", "width_cm": 96.0, "depth_cm": 96.0, "height_cm": 67.0, "seat_height_cm": 40.0, "technical_pdf_url": "https://bebitalia.com/assets/tech/camaleonda.pdf"
| # | product_id | module_id | width_cm | depth_cm | height_cm | seat_height_cm |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Dealer Network objects from bebitalia.com. All fields typed and schema-versioned.
"store_id": "DLR-MIL-01", "store_name": "B&B Italia Milano", "store_type": "Flagship Store", "city": "Milan", "country": "Italy", "latitude": 45.4642, "longitude": 9.19
| # | store_id | store_name | store_type | address_line1 | city | country |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Assets & Media objects from bebitalia.com. All fields typed and schema-versioned.
"product_id": "BB-CAM-1970", "asset_type": "Image", "url": "https://bebitalia.com/cdn/img/camaleonda_main.jpg", "resolution": "3000x2000", "is_primary": true, "environment_shot": true, "alt_text": "Camaleonda modular sofa in blue fabric"
| # | product_id | asset_id | asset_type | url | resolution | file_size_kb |
|---|---|---|---|---|---|---|
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Our scraper handles the complexities of luxury furniture platforms: dynamic 3D configurators, nested material matrices, PDF specification parsing, and multi-region dealer networks.
Extract full product hierarchies, linking individual modules and components back to their parent collections.
Map products to specific designers, extracting historical context, design years, and associated biographies.
Parse complex configurators to extract every available fabric grade, leather type, and frame finish with associated colour codes.
Extract precise width, depth, height, and seat height metrics across all modular configurations.
Identify and download technical specification PDFs, assembly instructions, and 3D CAD file URLs.
Extract the global network of flagship stores and authorised dealers with exact geospatial coordinates and contact data.
Navigate geo-redirects to capture region-specific product availability and localized naming conventions.
Bypass lazy-loading to extract primary product shots, environment lifestyle images, and detail crops at maximum resolution.
Execute JavaScript to iterate through 3D product configurators and capture metadata for every valid configuration.
Run scheduled pipelines that only push new products, discontinued items, or modified finishes to your warehouse.
Brief in. Clean data out.
Specify target collections, regions, or data types. We map the required schema for materials and dimensions.
We configure Playwright crawlers to handle dynamic configurators, geo-routing, and asset CDNs.
Schema validation, dimensional unit normalisation, and material code verification before full launch.
JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Luxury furniture sites rely heavily on JavaScript configurators and nested technical data. Here is how our infrastructure parses it reliably.
B&B Italia uses complex frontend applications to render material and modular choices. We run full Playwright browser sessions to programmatically interact with these configurators, capturing the underlying JSON state for every valid fabric and finish combination.
Critical dimensional data is sometimes locked inside technical specification PDFs rather than the HTML DOM. Our pipeline includes optional OCR and PDF parsing modules to extract tabular dimensional matrices and normalise them into your database schema.
The site routes users based on IP and browser locale. We use specific residential proxy regions and precise HTTP headers to force the crawler into target locales, ensuring you get accurate regional catalogues rather than a default fallback.
Images are served via dynamic CDNs with resolution parameters. We parse the asset delivery network patterns to construct URLs for the highest available resolution, bypassing the compressed thumbnails served to standard browsers.
Furniture data is deeply nested: Collection > Product > Module > Material > Finish. Our relational schema extraction maintains these exact foreign key relationships, so you can reconstruct the entire product tree in your own database.
Digital design platforms ingest exact dimensions and 3D asset URLs to populate their spatial planning tools.
Regional luxury furniture retailers track B&B Italia's dealer network expansion and flagship store positioning.
Design analysts track the introduction and retirement of specific fabric grades, leather colours, and material finishes over time.
Spatial computing and AR/VR platforms aggregate technical drawings and structural metrics for procedural model generation.
Authorised dealers audit the central catalogue to ensure their own regional product listings and material codes match the brand standard.
Industry analysts monitor designer collaborations, product lifecycle durations, and category expansion across outdoor and indoor segments.
"B&B Italia's catalogue represents the apex of modern furniture design, but extracting precise dimensional and material data requires navigating complex configurators and technical PDFs."
Scraping luxury furniture sites involves more than basic DOM parsing. We execute full Playwright sessions to hydrate 3D configurators, map intricate fabric matrices, and extract dimensional data from technical specification sheets. DataFlirt manages this complexity, delivering clean schemas directly to your warehouse.
Everything supported by our bebitalia.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, configurator interaction, and dynamic asset resolution.
We maintain pools of residential ISP proxies across EU regions to navigate geo-fencing and extract localised catalogue variations.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling and dependency management. All state stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About bebitalia.com scraping, legality, and pipeline operations.
Ask us directly →Yes. We use Playwright to programmatically interact with the frontend configurator, capturing the underlying state data for every valid material, colour, and modular combination B&B Italia offers.
We extract all structural dimensions surfaced in the DOM. For data locked in PDFs, we capture the document URLs and can optionally run parsing routines to extract tabular dimensional data.
We route our crawlers through region-specific residential proxies and set appropriate HTTP headers to ensure we capture the correct localised catalogue, rather than the default global fallback.
Yes. We parse the CDN URL structures to bypass compressed thumbnails and extract the URLs for the highest available resolution assets, including both isolated product shots and lifestyle environment images.
B&B Italia typically gates pricing behind dealer inquiries or B2B trade accounts. We extract public MSRPs where explicitly published, but we do not circumvent authentication walls to access gated trade pricing.
For furniture catalogues, we typically recommend a weekly or monthly cadence. Our change detection system ensures subsequent runs only emit new products, discontinued items, or modified specifications.
Yes. The pipeline maintains the relational link between individual products, their overarching collections, and the attributed designers, allowing you to query the dataset by any of these dimensions.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off catalogue extraction or continuous monitoring of material variants and dealer networks. Tell us what you need.
