We extract architectural showcases, interior design galleries, product recommendations, and designer profiles from Freshome. 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 Architecture Projects objects from freshome.com. All fields typed and schema-versioned.
"project_id": "fh_arch_8492", "title": "Minimalist Concrete Villa", "architect_firm": "Studio MK27", "location": "Sao Paulo, Brazil", "area_sqm": 850, "year_completed": 2023, "architectural_style": "Modernist", "image_urls": "['https://example.com/img1.jpg', 'https://example.com/img2.jpg']"
| # | project_id | title | architect_firm | location | area_sqm | year_completed |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Interior Galleries objects from freshome.com. All fields typed and schema-versioned.
"gallery_id": "gal_3921", "room_type": "Kitchen", "design_style": "Industrial", "primary_colour": "Charcoal Grey", "secondary_colour": "Exposed Brick", "designer_name": "Jane Doe Interiors", "published_date": "2025-11-12"
| # | gallery_id | room_type | design_style | primary_colour | secondary_colour | designer_name |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Decor Products objects from freshome.com. All fields typed and schema-versioned.
"product_id": "prod_9942", "product_name": "Mid-Century Lounge Chair", "brand": "Herman Miller", "category": "Furniture Seating", "price_estimate": 1200.0, "currency": "USD", "external_retailer_url": "https://retailer.com/product/123", "image_url": "https://example.com/chair.jpg"
| # | product_id | product_name | brand | category | price_estimate | currency |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Remodelling Guides objects from freshome.com. All fields typed and schema-versioned.
"guide_id": "guide_112", "title": "Complete Bathroom Overhaul", "category": "Bathroom Remodel", "est_cost_min": 5000, "est_cost_max": 15000, "currency": "USD", "difficulty_level": "Advanced", "time_required": "2-3 weeks"
| # | guide_id | title | category | est_cost_min | est_cost_max | currency |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Designer Profiles objects from freshome.com. All fields typed and schema-versioned.
"designer_id": "des_441", "designer_name": "Elena Rostova", "firm_name": "Rostova Design Group", "location": "London, UK", "speciality": "Sustainable Interiors", "projects_featured_count": 14, "website_url": "https://rostovadesign.co.uk", "social_links": "['instagram.com/rostovadesign']"
| # | designer_id | designer_name | firm_name | location | website_url | speciality |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Editorial content is inherently unstructured. Our Freshome pipeline executes JavaScript, triggers image hydration, and parses editorial paragraphs into strict schemas.
Extract uncompressed image URLs bypassing lazy-load placeholders. We capture the highest quality assets available in the DOM.
Capture architect name, location, square footage, and completion year from unstructured editorial text using NLP heuristics.
Map galleries to specific taxonomies such as Scandinavian living rooms, industrial kitchens, and mid-century modern bedrooms.
Extract hex codes and colour descriptions associated with specific room designs directly from the article metadata.
Parse affiliate URLs and redirect chains to identify the actual brand and retailer destinations for featured decor.
Execute JavaScript to paginate through endless architecture and design feeds, ensuring complete category coverage.
Structure minimum and maximum budget estimates, material lists, and timelines from comprehensive renovation guides.
Link individual project pages back to the primary firm or architect profile to build comprehensive B2B lead lists.
Run weekly pipelines to capture new design trends, featured architectural builds, and updated remodelling costs.
Brief in. Clean data out.
Provide target categories, architect names, or room types. We design the extraction schema together.
We configure Playwright crawlers, intersection observers for images, and proxy rotation for freshome.com.
Schema validation, null-rate checks, and image URL verification before full launch.
JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Editorial platforms rely heavily on dynamic loading and unstructured text. Here is how we enforce structure.
Freshome uses aggressive lazy loading for high-res assets to save bandwidth. We trigger intersection observers via Playwright to force asset hydration before extraction.
Project details are often buried in editorial paragraphs rather than neat tables. We use NLP heuristics and regex patterns to extract square footage, location, and completion year.
Category pages use React-based infinite scroll. Our crawlers simulate human scroll behaviour, waiting for network idle states to capture the full DOM state.
Product recommendations use redirect networks. We trace the HTTP redirect chain to extract the final merchant URL, bypassing the affiliate masking.
Heavy image scraping triggers Cloudflare blocks. We distribute requests across residential IPs and throttle concurrency to maintain healthy extraction rates.
Analyse colour palettes, material frequencies, and design styles to predict upcoming interior design trends.
Track which furniture brands and retailers secure editorial placements across major design publications.
Aggregate firm details, contact information, and project portfolios for targeted B2B sales outreach.
Compile labelled datasets of room types, architectural styles, and furniture items for machine learning models.
Syndicate design inspiration, high-res galleries, and remodelling guides for real estate and home improvement platforms.
Extract renovation cost estimates and material lists to calibrate local contractor pricing models.
"Freshome holds a massive visual corpus of modern architecture and interior design, but extracting the structural metadata behind the images requires a purpose-built pipeline."
Scraping editorial design sites involves complex DOM traversal, resolving lazy-loaded media assets, and parsing unstructured text into strict schemas. DataFlirt handles the JavaScript execution and proxy rotation, delivering clean datasets so your team can focus on trend analysis and computer vision training.
Everything supported by our freshome.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, infinite scroll, and image hydration. Combined via scrapy-playwright middleware.
We maintain pools of residential ISP proxies to bypass CDN rate limits. Rotation happens per-request to ensure continuous extraction of high-volume image galleries.
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 freshome.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available editorial content, images, and product data from Freshome is generally permissible. DataFlirt targets only public, non-authenticated articles and galleries. We do not extract personal data or circumvent authentication walls. Clients should consult legal counsel for specific use cases involving copyright of images.
Freshome uses lazy loading and responsive image sets. We use Playwright to simulate viewport scrolling, triggering the intersection observers that load the maximum resolution assets, and extract the source URLs from the resulting DOM.
Yes. Architectural project details are often embedded in text. We use regular expressions and NLP techniques to parse square footage, completion years, and materials into structured JSON fields.
Our Playwright scripts execute automated scroll events, waiting for network idle conditions between each scroll down to ensure all paginated content is loaded into the DOM before extraction begins.
For editorial sites like Freshome, clients typically opt for weekly or monthly delta runs to capture newly published articles and galleries. We maintain a hash index to ensure you only receive net-new content.
Yes. We provide a sample run of up to 100 articles or galleries during the scoping process. This allows your engineering team to validate the schema fit and image URL accessibility before committing.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off extraction of historical architecture projects or a continuous feed of new interior design trends, we scope, build, and operate the pipeline. Tell us what you need.
