We extract high-end lighting catalogues, designer portfolios, material specifications, and photometric files from santacole.com. Delivered as clean JSON, CSV, or Parquet.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Lighting Products objects from santacole.com. All fields typed and schema-versioned.
"sku": "SC-LMP-042", "name": "Cesta", "designer": "Miguel Mila", "price": 850.0, "currency": "EUR", "ip_rating": "IP20", "dimmable": true
| # | sku | name | designer | category | sub_category | description |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Furniture & Accessories objects from santacole.com. All fields typed and schema-versioned.
"sku": "SC-FURN-011", "name": "Cadaques", "designer": "Federico Correa", "category": "Sofas", "materials": "['Wood', 'Fabric']", "price": 3200.0, "currency": "EUR"
| # | sku | name | designer | category | materials | finishes |
|---|---|---|---|---|---|---|
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Complete list of extractable fields for Designer Profiles objects from santacole.com. All fields typed and schema-versioned.
"designer_id": "D-MM-01", "name": "Miguel Mila", "birth_year": 1931, "nationality": "Spanish", "awards": "['National Design Award']", "products_designed": "['Cesta', 'TMM']"
| # | designer_id | name | biography | birth_year | nationality | awards |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Technical Files objects from santacole.com. All fields typed and schema-versioned.
"sku": "SC-LMP-042", "product_name": "Cesta", "file_type": "Photometric", "file_url": "https://santacole.com/files/cesta.ies", "format": "IES", "language": "EN"
| # | sku | product_name | file_type | file_url | file_size | language |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Variant Finishes objects from santacole.com. All fields typed and schema-versioned.
"parent_sku": "SC-LMP-042", "variant_sku": "SC-LMP-042-CHE", "finish_name": "Cherry Wood", "material": "Wood", "colour_hex": "#5C4033", "stock_status": "in_stock"
| # | parent_sku | variant_sku | finish_name | material | colour_hex | image_url |
|---|---|---|---|---|---|---|
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Santa & Cole relies on visually heavy, JavaScript-rendered product pages with complex variant selectors. Our infrastructure parses the underlying state to deliver structured technical data.
Extract full product metadata including SKU, name, description, category, dimensions, and weight.
Link products to designer profiles, extracting biographical data, awards, and historical portfolios.
Capture light source details, dimming capabilities, IP ratings, and power requirements for lighting fixtures.
Locate and map IES and LDT file URLs for architectural lighting simulation workflows.
Extract URLs for CAD models, SketchUp files, and BIM objects associated with each product.
Map parent-child variant relationships for different wood, metal, and fabric finishes.
Capture retail pricing, currency, and tax inclusions across different geographic regions.
Extract localised catalogue variations for European, North American, and Asian markets.
Run weekly or monthly pipelines to track new product launches and discontinued items.
Brief in. Clean data out.
Specify the categories, designer profiles, or asset types required from the Santa & Cole catalogue.
We configure Playwright crawlers to handle bespoke frontend routing and variant state hydration.
Schema validation ensures technical specifications and asset URLs map correctly to parent SKUs.
Structured JSON or Parquet files pushed to your S3 bucket or data warehouse on schedule.
High-end design sites prioritise visual experience over standard DOM structures. Here is how we extract structured data from bespoke frontends.
Boutique design websites rely heavily on client-side rendering. We run full browser sessions to execute JavaScript, await animation frames, and extract the hydrated application state.
Product variations (like wood type or fabric colour) often exist only as JavaScript objects rather than separate HTML pages. We intercept XHR requests and parse window objects to map all variants.
Architectural workflows require photometric data and 3D models. Our pipeline identifies, validates, and maps IES, LDT, and DWG file URLs directly to the corresponding product SKU.
Santa & Cole displays different pricing and availability based on IP location. We use region-specific residential proxies to extract accurate data for your target market.
We maintain hash indexes of product states to detect new finishes, discontinued items, or pricing updates, delivering clean diffs rather than redundant full exports.
Aggregate technical specifications and photometric files for inclusion in architectural design software.
High-end furniture manufacturers monitor retail pricing strategies across different European markets.
Populate digital catalogues with accurate dimensions, materials, and high-resolution imagery.
Analyse trends in materials, designer collaborations, and product lifecycle within the luxury lighting sector.
Distributors verify their listed specifications and pricing against the official manufacturer catalogue.
Train computer vision models on high-quality furniture imagery and corresponding descriptive metadata.
"Design brands embed critical technical data inside bespoke, visual-first interfaces. Extracting it requires infrastructure that parses state, not just HTML."
Boutique manufacturers like Santa & Cole do not offer public APIs for their catalogues. We build managed extraction pipelines that handle JavaScript rendering, variant state mapping, and asset aggregation so your engineering team receives clean, warehouse-ready schemas.
Everything supported by our santacole.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.
Handles complex DOM traversal and state extraction on visually heavy, JavaScript-dependent product pages.
Validates and maps thousands of technical files, ensuring CAD and IES links resolve correctly before delivery.
Containerised workloads managed by Kubernetes and Airflow ensure reliable execution and SLA adherence.
Data delivered to where your team already works — no new tooling required.
About santacole.com scraping, legality, and pipeline operations.
Ask us directly →Yes. We locate and map URLs for IES and LDT files wherever Santa & Cole provides them on the product page or technical specification tabs.
We parse the frontend state to map every parent-child variant relationship, capturing the specific SKU, finish name, and image URL for each material option.
Yes. By routing requests through region-specific residential proxies, we extract localised pricing and currency data for your target markets.
We extract the direct download URLs for 3D models (DWG, SketchUp, etc.) and associate them with the correct product SKU in the final dataset.
For boutique catalogues like Santa & Cole, we typically recommend weekly or monthly runs to capture new releases and pricing adjustments without unnecessary compute overhead.
No. We only extract publicly available retail data. B2B trade pricing and wholesale inventory levels require authenticated access and are not supported.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off catalogue export or continuous pricing syncs across regions, we build and operate the pipeline. Tell us your requirements.
