SYSTEM all green source architonic.com queue 12,943 pages p99 latency 187ms dataflirt.com · scraper/architonic-com
RUN * 41 active pipelines * architonic.com live

Design data,
extracted at scale.

We extract product specifications, material compositions, CAD/BIM metadata, designer profiles, and brand catalogues from Architonic. Delivered as clean JSON, CSV, or Parquet to your warehouse.

Products extracted
412K /month
Brand catalogues
8,492 /run
Designer profiles
14,301 /run
Active pipelines
41
Uptime
99.98%
Data Dictionary

Every field we extract from architonic.com

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 architonic.com. All fields typed and schema-versioned.

product_idproduct_namebrand_namedesigner_namecategorysub_categorymaterialsdimensionslaunch_yeardescriptionimage_urlscad_availablebim_availableproduct_url
product_specifications
● 200 OK
"product_id": "8201934",
"product_name": "Barcelona Chair",
"brand_name": "Knoll",
"designer_name": "Ludwig Mies van der Rohe",
"category": "Furniture",
"materials": "['Leather', 'Steel']",
"cad_available": true
# product_idproduct_namebrand_namedesigner_namecategorysub_category
1
2
3

Complete list of extractable fields for Brand Catalogues objects from architonic.com. All fields typed and schema-versioned.

brand_idbrand_namecountrywebsitedescriptionproduct_countdesigner_countdealer_countlogo_urlestablished_yearbrand_url
brand_catalogues
● 200 OK
"brand_id": "4100293",
"brand_name": "Vitra",
"country": "Switzerland",
"product_count": 412,
"established_year": 1950,
"website": "vitra.com",
"designer_count": 84
# brand_idbrand_namecountrywebsitedescriptionproduct_count
1
2
3

Complete list of extractable fields for Designer Profiles objects from architonic.com. All fields typed and schema-versioned.

designer_iddesigner_namestudio_namecountrybiographyproduct_countbrand_collaborationsawardsimage_urlwebsiteprofile_url
designer_profiles
● 200 OK
"designer_id": "7100342",
"designer_name": "Patricia Urquiola",
"studio_name": "Studio Urquiola",
"country": "Italy",
"product_count": 156,
"brand_collaborations": "['Moroso', 'B&B Italia', 'Flos']",
"awards": "['Designer of the Decade']"
# designer_iddesigner_namestudio_namecountrybiographyproduct_count
1
2
3

Complete list of extractable fields for Materials Data objects from architonic.com. All fields typed and schema-versioned.

material_idmaterial_namemanufacturerapplication_areacompositionsustainability_certificationsfire_resistanceacoustic_propertiesimage_urlsmaterial_url
materials_data
● 200 OK
"material_id": "9200114",
"material_name": "Kvadrat Divina 3",
"manufacturer": "Kvadrat",
"application_area": "Upholstery",
"composition": "100% New wool",
"fire_resistance": "EN 1021-1/2",
"sustainability_certifications": "['EU Ecolabel', 'Greenguard Gold']"
# material_idmaterial_namemanufacturerapplication_areacompositionsustainability_certifications
1
2
3

Complete list of extractable fields for Architecture Projects objects from architonic.com. All fields typed and schema-versioned.

project_idproject_namearchitectural_firmlocationcompletion_yearbuilding_typeproducts_useddescriptionimage_urlsproject_url
architecture_projects
● 200 OK
"project_id": "5300991",
"project_name": "Elbphilharmonie",
"architectural_firm": "Herzog & de Meuron",
"location": "Hamburg, Germany",
"completion_year": 2017,
"building_type": "Cultural",
"products_used": "['Kvadrat Soft Cells', 'Vitra Eames Plastic Chair']"
# project_idproject_namearchitectural_firmlocationcompletion_yearbuilding_type
1
2
3

Capabilities

Extract the global design graph

Our Architonic scraper captures every relational layer of the platform: product specifications, brand catalogues, designer portfolios, and material compositions. Built with full JavaScript rendering and automated pagination.

Product Specifications

Extract dimensions, category classifications, launch years, and descriptive text for hundreds of thousands of furniture and lighting products.

Brand & Manufacturer Data

Map complete manufacturer catalogues, including dealer network counts, designer collaborations, and company metadata.

Designer Portfolios

Capture designer biographies, studio locations, awards, and the exact products they have designed across multiple brands.

Materials & Finishes

Extract technical data on textiles, surfaces, and acoustic panels, including composition percentages and fire resistance ratings.

CAD & BIM Metadata

Identify which products offer downloadable 2D/3D CAD models and BIM objects for architectural planning.

Architecture Projects

Scrape case studies and architectural projects, including the specific Architonic products used in each building.

Multi-language Extraction

Target specific regional versions of Architonic to extract descriptions and metadata in English, German, French, or Italian.

High-res Image Mapping

Capture direct URLs for high-resolution product photography, material swatches, and lifestyle imagery.

Continuous Updates

Run recurring pipelines to capture new product launches, brand additions, and updated material specifications automatically.

// engagement pipeline

From design catalogue to structured records

Brief in. Clean data out.

Define Scope
d 0

Select target categories, specific brands, or designer portfolios. We map the required schema and language preferences.

Pipeline Build
d 2–4

We configure Playwright crawlers to handle Architonic's dynamic grids, lazy-loaded images, and relational linking.

Validation & QA
d 4–6

Schema validation ensures accurate mapping between products, designers, and brands without data loss.

Delivery
ongoing

Data is pushed as JSON, CSV, or Parquet to your S3 bucket, data lake, or delivered via API.

Under the hood

Overcoming Architonic's extraction challenges

Extracting relational design data requires navigating modern frontend frameworks and strict rate limits.

pipeline-monitor · architonic.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 loading
Handling infinite scroll and lazy loads

Architonic relies heavily on infinite scrolling grids and lazy-loaded assets. Our Playwright instances simulate human scrolling and wait for DOM hydration, ensuring no products or images are missed during extraction.

Relational data
Preserving the product-designer-brand graph

A single product links to a designer, a brand, and multiple material variants. We maintain these relational IDs during extraction, allowing you to reconstruct the exact graph in your SQL database.

Anti-bot evasion
Residential proxies and rate limiting

Architonic limits request velocity to protect its catalogue. We distribute requests across European residential proxy pools and implement exponential backoff, mimicking legitimate browsing patterns to avoid IP bans.

Multi-language deduplication
Cross-referencing regional variants

Products often appear across the EN, DE, and FR versions of the site. We use internal Architonic IDs to deduplicate records, ensuring you receive a single normalised product entry with localised text fields.

Asset extraction
Capturing uncompressed image URLs

Thumbnail grids only expose compressed images. Our crawlers interact with image galleries to extract the source URLs for high-resolution product and lifestyle photography.

Applications

Who uses Architonic data

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

01
Assortment Planning

Furniture retailers and distributors monitor brand catalogues to identify new product launches and expand their own assortments.

02
Competitor Intelligence

Design brands track competitor product specifications, material usage, and designer collaborations to inform product development.

03
Material Sourcing

Architectural firms build internal material libraries by extracting technical specifications and sustainability certifications.

04
Market Research

Industry analysts track trends in materials, colours, and product categories across the global design sector.

05
Lead Generation

B2B sales teams extract dealer networks and architectural firm data to target specific showrooms and specifiers.

06
AI Training Data

Machine learning teams use structured product metadata and high-resolution imagery to train visual recognition models for interior design.

Why DataFlirt

"Architonic holds the definitive graph of global design: products, brands, and designers. Querying it requires purpose-built extraction infrastructure."

Scraping Architonic requires navigating heavy JavaScript rendering, infinite scrolling product grids, and complex relational data linking designers to manufacturers. DataFlirt manages the proxy rotation, headless browsers, and schema validation so your data engineering team receives clean, warehouse-ready records.

Technical Spec

Architonic scraper capabilities

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

JavaScript rendering
Full Playwright sessions required for infinite scrolling and lazy-loaded images
Supported
High-res image URLs
Extraction of source URLs for product galleries and material swatches
Supported
Relational mapping
Maintains foreign keys between products, brands, and designers
Supported
Multi-language scraping
Support for EN, DE, FR, IT, and ES regional variants
Supported
Sustainability metrics
Extraction of environmental certifications and material compositions
Supported
Change detection
Only emit records for new or updated products since the last pipeline run
Supported
CAD/BIM file downloads
Direct downloading of proprietary 3D files requires authenticated user accounts
Partial
Dealer contact forms
Direct manufacturer contact details hidden behind lead-generation forms
Partial
Infrastructure

Infrastructure powering the extraction

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 manages JavaScript execution, infinite scroll triggers, and dynamic DOM hydration.

Residential Proxy Infrastructure

We route requests through European residential ISP proxies to avoid IP bans and ensure uninterrupted access to the Architonic catalogue.

Cloud-Native Orchestration

Pipelines run on Kubernetes and AWS Lambda. Airflow manages scheduling and dependencies, ensuring reliable data delivery.

Output & Delivery

Your data, your destination

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

JSON
Nested schema preserving product-designer relationships
CSV
Flat file with typed columns for quick analysis
XLS
Excel format for non-technical procurement teams
Parquet
Columnar format optimised for data warehouse ingestion
AWS S3
Direct delivery to your cloud storage buckets
Webhook
HTTP POST for real-time application updates
API
Queryable REST endpoints for on-demand access
BigQuery
Direct streaming into your analytical datasets
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

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

Ask us directly →
Is scraping Architonic legal?

Scraping publicly available product specifications and brand data is generally permissible. We do not bypass authentication walls or extract proprietary CAD/BIM files. Clients should consult their legal counsel regarding specific commercial use cases.

How do you handle Architonic's dynamic loading?

We use Playwright to execute JavaScript, simulate scrolling, and wait for network idle states. This ensures all lazy-loaded products and high-resolution images are fully rendered before extraction.

Can you extract data in German or Italian?

Yes. We can target specific language paths on Architonic to extract localised product descriptions, material names, and designer biographies.

Do you download the actual CAD or BIM files?

No. Downloading these files typically requires an authenticated account and acceptance of specific license agreements. We extract the metadata indicating whether these files are available for a given product.

How frequently can you refresh brand catalogues?

We can configure pipelines to run daily, weekly, or monthly. Our change detection system ensures you only receive data for new products or updated specifications, reducing processing overhead.

Can you map products to specific designers?

Yes. Our extraction schema preserves the relational links between products, their designers, and the manufacturing brands.

How do you deliver the extracted images?

We provide the direct, uncompressed source URLs for all images. If required, we can also build a secondary pipeline to download these assets directly to your S3 bucket.

$ dataflirt scope --new-project --source=architonic.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 full catalogue dump or continuous monitoring of specific brands and designers. We build and operate the infrastructure. Tell us your requirements.

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