We extract project galleries, designer metadata, material lists, and editorial features from Trendir. 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 trendir.com. All fields typed and schema-versioned.
"project_id": "TR-99421", "title": "Minimalist Concrete Villa in Swiss Alps", "architect_name": "Studio Alpine", "location": "Zermatt, Switzerland", "completion_year": 2025, "materials_used": "['Concrete', 'Glass', 'Reclaimed Wood']", "tags": "['Minimalism', 'Mountain Home', 'Concrete Architecture']"
| # | project_id | url | title | architect_name | location | completion_year |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Interior Design objects from trendir.com. All fields typed and schema-versioned.
"article_id": "TR-88312", "room_type": "Kitchen", "design_style": "Japandi", "designer_name": "Elena Rostova", "colour_palette": "['Matte Black', 'Oak', 'Cream']", "published_date": "2026-02-14", "furniture_brands": "['Muuto', 'Hay']"
| # | article_id | url | title | room_type | design_style | designer_name |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Furniture & Decor objects from trendir.com. All fields typed and schema-versioned.
"product_name": "Lounge Chair Model 42", "designer": "Hans Wegner", "manufacturer": "Carl Hansen & Son", "material": "Walnut, Leather", "category": "Seating", "article_url": "https://trendir.com/classic-lounge-chairs/"
| # | product_name | designer | manufacturer | material | dimensions | category |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Image Galleries objects from trendir.com. All fields typed and schema-versioned.
"image_id": "IMG-773829", "high_res_url": "https://cdn.trendir.com/wp-content/uploads/2026/03/modern-kitchen-island.jpg", "alt_text": "Marble kitchen island with brass fixtures", "caption": "The central island serves as both a prep station and dining area.", "credit": "Photography by John Doe", "room_category": "Kitchen"
| # | image_id | article_url | high_res_url | alt_text | caption | credit |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Editorial Articles objects from trendir.com. All fields typed and schema-versioned.
"article_id": "TR-11092", "headline": "10 Bathroom Trends Defining 2026", "author": "Sarah Jenkins", "publish_date": "2026-01-05", "category": "Trends", "word_count": 1240, "tags": "['Bathrooms', 'Trends', 'Tiles']"
| # | article_id | url | headline | author | publish_date | category |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Trendir scraper handles the platform's visual-heavy layout, extracting high-resolution assets, editorial metadata, and precise categorisation tags with full JavaScript rendering.
Bypass thumbnails and extract the original source URLs for all gallery images, complete with alt text and captions.
Extract deep categorisation data including room types, architectural styles, materials, and geographical locations.
Map projects to specific architecture firms and interior designers, building a relational database of creators.
Extract material specifications and colour palettes mentioned in project descriptions and editorial features.
Paginate through years of content archives to build a complete historical dataset of design trends.
Map internal linking structures to understand topic clusters and related project recommendations.
Execute browser automation to scroll and trigger lazy-loaded image galleries that static HTTP clients miss.
Monitor RSS feeds and category pages to extract newly published articles within minutes of going live.
Strip ads, tracking scripts, and boilerplate UI elements to deliver clean editorial content.
Brief in. Clean data out.
Select specific categories, tags, or date ranges. We design the extraction schema together.
We configure Scrapy crawlers, proxy rotation, and Playwright sessions to handle lazy-loaded galleries.
Schema validation, null-rate checks, and image URL resolution testing before full launch.
JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Extracting data from design blogs requires handling massive image payloads, lazy loading, and inconsistent editorial formatting. Here is our approach.
Trendir relies heavily on lazy loading to optimise page speed. Static scrapers only capture placeholder images. We use Playwright to simulate human scrolling patterns, forcing the DOM to render high-resolution image URLs before extraction.
Blog content lacks strict database schemas. Architect names, locations, and materials are often buried in unstructured paragraphs. We deploy custom regex and NLP pipelines to extract structured entities from editorial text.
Navigating years of category archives requires handling varying pagination structures and category overlaps. Our crawlers maintain stateful deduplication to ensure every article is captured exactly once, regardless of how many categories it appears in.
We extract absolute URLs for all media assets, validate their HTTP status codes, and normalise CDN paths. This ensures your downstream systems receive functional, high-resolution image links without 404 errors.
Loading thousands of high-res images during a crawl consumes massive bandwidth and slows extraction. We intercept network requests to block actual image payloads while still capturing the DOM elements containing the target URLs.
Machine learning teams use tagged architectural and interior design images to train generative AI models and style classifiers.
Retailers and designers analyse material mentions, colour palettes, and tag frequencies to forecast upcoming interior design trends.
Architecture firms monitor project publications to track competitor portfolios and media presence.
Real estate platforms and design portals syndicate structured project data to enrich their own listings and inspiration galleries.
Building material manufacturers track mentions of specific materials (e.g., terrazzo, reclaimed wood) across projects to gauge market demand.
Digital marketers analyse high-performing articles, headline structures, and internal linking to inform their own design blog strategies.
"Trendir holds a massive visual corpus of modern architecture and interior design, but extracting high-resolution assets and metadata requires a systematic pipeline."
Most teams underestimate the compute required to scrape high-resolution image galleries. Downloading, hashing, and storing thousands of architectural photos while maintaining metadata relationships demands dedicated infrastructure. DataFlirt handles the extraction, validation, and delivery so your engineers can focus on model training and analysis.
Everything supported by our trendir.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, deduplication, and retry logic. Playwright handles JavaScript rendering and lazy-load triggering. Combined via scrapy-playwright middleware.
We maintain pools of residential ISP proxies to avoid rate limits and IP bans when scraping thousands of image-heavy pages concurrently.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting. All state stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About trendir.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available editorial content and images is generally permissible for internal analysis and model training. DataFlirt extracts only public data and does not bypass authentication walls. Clients are responsible for ensuring their specific use case, such as republishing copyrighted images, complies with intellectual property laws.
By default, we extract and deliver the high-resolution image URLs to keep delivery payloads lightweight. If required, we can configure a secondary pipeline to download the actual image binaries and push them directly to your S3 bucket.
We use Playwright to execute full browser sessions, simulating human scrolling behaviour to trigger the JavaScript events that load high-resolution images into the DOM before extraction.
Yes. We can configure the crawler to target specific taxonomy paths, such as /kitchen-designs/ or /modern-bathrooms/, ignoring irrelevant site sections to save compute and delivery time.
For historical archives, a full site crawl typically completes within 12 hours. For ongoing monitoring, we can configure incremental pipelines to check RSS feeds and category pages hourly, delivering new articles within minutes of publication.
Yes. While Trendir does not always use strict database fields for materials, we deploy custom regex and NLP pipelines to extract mentions of specific materials, colours, and architectural styles from the editorial copy.
Absolutely. We provide a sample run of up to 500 articles as part of the pre-engagement scoping process, allowing you to validate schema fit, field completeness, and image resolution before signing any contract.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off historical archive dump or a continuous feed of new design projects, we scope, build, and operate the pipeline. Tell us what you need.
