SYSTEM all green source roche-bobois.com queue 12,492 pages p99 latency 812ms dataflirt.com · scraper/roche-bobois-com
RUN . 14 active pipelines . roche-bobois.com live

Roche-Bobois data,
at warehouse scale.

We extract product specifications, designer metadata, material configurations, and regional pricing from Roche-Bobois. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake.

Products extracted
8,419 /run
Material variants
142K /run
Showroom records
261 /run
Active pipelines
14
Uptime
99.98%
Data Dictionary

Every field we extract from roche-bobois.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 roche-bobois.com. All fields typed and schema-versioned.

product_idtitledesignercollectioncategorysub_categorydescriptiondimensions_cmweight_kgbase_materialcare_instructionsassembly_required
product_metadata
● 200 OK
"product_id": "RB-MAH-JONG-01",
"title": "Mah Jong Modular Sofa",
"designer": "Hans Hopfer",
"collection": "Les Contemporains",
"category": "Sofas",
"dimensions_cm": "95 x 95 x 19",
"base_material": "Wood frame"
# product_idtitledesignercollectioncategorysub_category
1
2
3

Complete list of extractable fields for Materials & Finishes objects from roche-bobois.com. All fields typed and schema-versioned.

product_idvariant_idmaterial_typefabric_gradecolour_namecolour_hexpattern_designertexture_image_urlcompositionmartindale_rub_countsurcharge_pctavailability_status
materials_& finishes
● 200 OK
"variant_id": "VAR-FAB-MISSONI-04",
"material_type": "Fabric",
"fabric_grade": "Exclusive",
"colour_name": "Missoni Home Riga",
"pattern_designer": "Missoni",
"composition": "100% Cotton",
"martindale_rub_count": 30000
# product_idvariant_idmaterial_typefabric_gradecolour_namecolour_hex
1
2
3

Complete list of extractable fields for Regional Pricing objects from roche-bobois.com. All fields typed and schema-versioned.

product_idvariant_idregion_codecurrencybase_priceconfigured_pricetax_includeddelivery_tierestimated_lead_time_weeksprice_timestampis_trade_discount_applied
regional_pricing
● 200 OK
"region_code": "UK",
"currency": "GBP",
"base_price": 4500.0,
"configured_price": 5200.0,
"tax_included": true,
"delivery_tier": "White Glove",
"estimated_lead_time_weeks": 12
# product_idvariant_idregion_codecurrencybase_priceconfigured_price
1
2
3

Complete list of extractable fields for 3D & Media Assets objects from roche-bobois.com. All fields typed and schema-versioned.

product_idasset_typeasset_urlresolutionfile_formatis_primaryview_angleenvironment_contextar_compatiblemodel_verticestexture_maps
3d_& media assets
● 200 OK
"asset_type": "3D_Model",
"file_format": "GLTF",
"asset_url": "https://media.roche-bobois.com/3d/mah-jong.gltf",
"ar_compatible": true,
"view_angle": "Isometric",
"is_primary": true
# product_idasset_typeasset_urlresolutionfile_formatis_primary
1
2
3

Complete list of extractable fields for Showrooms objects from roche-bobois.com. All fields typed and schema-versioned.

store_idstore_namecountrycityaddresspostal_codelatitudelongitudephoneemailopening_hoursdisplay_stock_ids
showrooms
● 200 OK
"store_id": "LON-01",
"store_name": "London Chelsea",
"city": "London",
"address": "411-414 Wandsworth Rd",
"latitude": 51.4745,
"longitude": -0.1384,
"phone": "+44 20 7871 4050"
# store_idstore_namecountrycityaddresspostal_code
1
2
3

Capabilities

Extract the complete Roche-Bobois catalogue

Our infrastructure bypasses region locks and interacts with complex 3D configurators to extract structured data for every product, material grade, and designer collection.

Designer Metadata Extraction

Capture product titles, designer names, collection assignments, and historical design notes for every piece in the catalogue.

Dimension Normalisation

Extract and normalise complex modular dimensions, weights, and spatial requirements into structured numerical fields.

Material & Fabric Grades

Scrape all available fabric grades, leather types, wood finishes, and colour hex codes tied to specific product variants.

Region-Locked Pricing

Use geo-targeted proxies to extract accurate regional pricing, tax inclusions, and currency data across different country storefronts.

3D Asset & Image URLs

Extract high-resolution image URLs, texture maps, and GLTF/USDZ 3D model links used in their interactive WebGL viewers.

Showroom Locations

Map all global showrooms, including coordinates, contact details, and available display models per location.

Lead Time Tracking

Monitor estimated manufacturing and delivery lead times based on region and selected material configurations.

Modular Configuration Parsing

Map parent-child relationships for modular systems like the Mah Jong sofa, capturing all possible component combinations.

Change Detection

Run continuous pipelines that only emit records when new collections drop or material prices change.

// engagement pipeline

From catalogue URL to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Specify target regions, product categories, or specific designer collections. We map the required schema.

Pipeline Build
d 2–4

We configure Playwright to handle the WebGL configurators and set up geo-proxies for accurate regional data.

Validation & QA
d 4–6

We test material variant completeness, dimension formatting, and price normalisation before deployment.

Delivery
ongoing

Clean JSON, CSV, or Parquet pushed to your S3 bucket or Snowflake instance on your schedule.

Under the hood

Overcoming luxury retail scraping hurdles

High-end brands use complex frontends and region-blocking to protect their catalogues. We handle the technical execution.

pipeline-monitor · roche-bobois.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
WebGL Interaction
Rendering 3D configurators

Roche-Bobois relies heavily on interactive 3D configurators for material selection. Standard HTTP clients cannot see these variants. We use Playwright to execute the JavaScript, interact with the UI, and capture the network payloads containing price modifiers and texture URLs.

Geo-blocking
Accurate regional catalogues

Pricing and product availability change based on the user IP. We route requests through residential proxies in your target markets to ensure you receive accurate local pricing and collection data.

Variant Explosion
Mapping thousands of combinations

A single modular sofa can have thousands of valid material, colour, and layout combinations. Our pipeline iterates through the configuration trees systematically to map the entire variant space without timing out.

Data Normalisation
Structuring unstructured dimensions

Dimensions are often presented in mixed formats or embedded in descriptive text. We use custom parsers to extract strict numerical values for width, height, and depth across all regions.

Asset Extraction
Capturing spatial computing data

We intercept the API calls made by the 3D viewer to extract the underlying GLTF/USDZ model files and high-resolution texture maps, preparing the data for spatial computing or interior design software integration.

Applications

Who uses luxury furniture data

Teams across industries use roche-bobois.com data to build competitive products and smarter operations.

01
Competitor Price Intelligence

High-end furniture retailers track pricing strategies, material surcharges, and regional price disparities to position their own catalogues.

02
Interior Design Aggregation

Design platforms ingest dimensions, materials, and 3D assets to populate their planning software and client presentation tools.

03
Spatial Computing & AR

Technology companies scrape 3D model URLs and texture maps to train spatial computing models and populate AR environments.

04
Market Trend Analysis

Analysts monitor new designer collaborations, material shifts, and collection retirements to forecast luxury interior trends.

05
Supply Chain Monitoring

Procurement teams track estimated lead times across different regions and material types to gauge global manufacturing delays.

06
Brand Protection

Agencies monitor official catalogues to detect unauthorised replicas or secondary market price deviations.

Why DataFlirt

"Roche-Bobois maintains a highly structured, designer-led catalogue. Extracting this requires navigating complex WebGL configurators and region-locked pricing."

Extracting luxury furniture data involves rendering heavy 3D configurators and mapping thousands of fabric grades. DataFlirt handles the Playwright execution, proxy rotation, and schema normalisation so your team receives clean JSON ready for analysis.

Technical Spec

Roche-Bobois scraper - technical capabilities

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

JavaScript execution
Full Playwright sessions required for 3D configurators and material selection
Supported
Geo-targeted pricing
Residential proxies map accurate prices for UK, US, EU, and Asian markets
Supported
3D asset extraction
Capture GLTF/USDZ model URLs and texture maps from network traffic
Supported
Modular variant mapping
Iterate through complex parent-child configuration trees
Supported
Dimension parsing
Convert text-based measurements into structured numerical fields
Supported
Showroom inventory
Extract display models available at specific physical locations
Supported
Trade-only pricing
B2B discount tiers requiring approved interior designer credentials
Partial
Wholesale order history
Historical purchasing data restricted to authenticated dealer accounts
Partial
Infrastructure

Infrastructure powering the extraction

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

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheusWebGL InterceptorsGeo-DNS
Playwright Integration

We use Playwright to execute the JavaScript required by the Roche-Bobois frontend, allowing us to interact with material selectors and trigger the network requests that contain pricing data.

Global Proxy Fleet

Our residential proxy network allows us to route requests through specific countries, bypassing geo-blocks and capturing the exact catalogue and pricing visible to local consumers.

Automated Normalisation

Custom Python pipelines parse unstructured HTML descriptions into strict data types, converting complex dimensions and multi-language material names into a unified schema.

Output & Delivery

Your data, your destination

Data delivered to where your team already works — no new tooling required.

JSON
Nested structures ideal for modular product variants
CSV
Flat files for quick analyst review
XLS
Excel format for procurement and merchandising teams
Parquet
Columnar storage for efficient data warehouse queries
AWS S3
Direct delivery to your cloud storage buckets
Webhook
HTTP POST notifications for immediate updates
API
REST endpoints to query extracted catalogue data
Snowflake
Direct ingestion into your Snowflake data warehouse
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About roche-bobois.com scraping, legality, and pipeline operations.

Ask us directly →
Can you extract the 3D models used on the website?

Yes. We intercept the network requests made by the WebGL viewer to capture the URLs for the underlying 3D assets, texture maps, and AR-compatible files.

How do you handle region-specific pricing?

We configure our scrapers to use residential proxies located in your target markets. This ensures the site serves the correct regional catalogue, currency, and tax configurations.

Are all material combinations captured?

Yes. Our pipeline is built to systematically iterate through the available configuration options, mapping the price modifiers and fabric grades for each valid combination.

How frequently can the data be updated?

For a catalogue of this size, we typically recommend weekly or monthly runs to capture new collections and price adjustments. Daily runs are possible for specific high-priority categories.

Do you parse the dimensions into usable numbers?

Yes. We write custom parsing logic to extract height, width, and depth from the descriptive text, normalising them into standard metric or imperial numerical fields.

Can I get a sample of the extracted data?

We provide a sample dataset covering a specific collection or product category during the scoping phase, allowing you to verify the schema and asset URLs before full deployment.

$ dataflirt scope --new-project --source=roche-bobois.com ready

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Specify the collections, regions, and data points you need. We build the pipeline and deliver structured data directly to your infrastructure.

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