We extract complex fixture variants, finish options, pricing signals, and technical specifications from faucet.com. 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 Product Listings objects from faucet.com. All fields typed and schema-versioned.
"sku": "K-3999-0", "title": "Highline Comfort Height Two-Piece Elongated Toilet", "brand": "Kohler", "collection": "Highline", "current_price": 274.5, "finish": "White", "in_stock": true, "rating": 4.6
| # | sku | title | brand | collection | category | sub_category |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Technical Specs objects from faucet.com. All fields typed and schema-versioned.
"sku": "9159-AR-DST", "flow_rate": "1.8 GPM", "installation_type": "Deck Mounted", "spout_height": "15.68 inches", "spout_reach": "9.5 inches", "handle_count": 1, "ada_compliant": true, "watersense_certified": false
| # | sku | flow_rate | valve_type | installation_type | spout_height | spout_reach |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Variants & Finishes objects from faucet.com. All fields typed and schema-versioned.
"base_sku": "9159-DST", "variant_sku": "9159-AR-DST", "finish_name": "Arctic Stainless", "finish_family": "Stainless Steel", "price_modifier": 45.0, "stock_status": "In Stock", "lead_time": "Ships in 1-2 business days"
| # | base_sku | variant_sku | finish_name | finish_family | price_modifier | stock_status |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Reviews & Ratings objects from faucet.com. All fields typed and schema-versioned.
"review_id": "REV-849201", "sku": "K-3999-0", "star_rating": 5, "review_title": "Excellent flush performance", "review_date": "2023-11-14", "helpful_votes": 12, "verified_buyer": true
| # | review_id | sku | reviewer_name | star_rating | review_title | review_body |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Documents & Media objects from faucet.com. All fields typed and schema-versioned.
"sku": "9159-AR-DST", "main_image_url": "https://example.com/images/9159-AR-DST_main.jpg", "spec_sheet_pdf": "https://example.com/docs/delta_9159_spec.pdf", "installation_guide_pdf": "https://example.com/docs/delta_9159_install.pdf", "warranty_pdf": "https://example.com/docs/delta_warranty.pdf", "gallery_urls": "['https://example.com/images/9159-AR-DST_alt1.jpg']"
| # | sku | main_image_url | gallery_urls | spec_sheet_pdf | installation_guide_pdf | warranty_pdf |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our faucet.com scraper handles the complex matrix of plumbing fixtures: base models, finish variants, real-time pricing, and technical documents. We deliver clean, structured data ready for your PIM or pricing engine.
Title, description, brand, collection, and category taxonomy captured accurately across all product lines.
Map base models to hundreds of finish and handle combinations, resolving variant-specific pricing and stock.
Extract flow rates, valve types, dimensions, and ADA compliance flags directly from structured spec tables.
Capture list price, sale price, and lead times. Monitor inventory status changes across multiple warehouse locations.
Extract URLs for spec sheets, installation guides, and warranty PDFs often buried in interactive tabs.
Extract customer feedback, star ratings, and verified buyer tags to analyse product sentiment.
Capture required rough-in valves and recommended accessories linked to the primary fixture.
Navigate complex plumbing hierarchies from bathroom sinks to commercial flushometers systematically.
Run continuous pipelines for price monitoring, delivering only delta updates to reduce processing load.
Brief in. Clean data out.
Provide brand lists, category URLs, or competitor SKUs. We design the extraction schema together.
We configure Scrapy and Playwright crawlers, manage proxy rotation, and map the complex variant structures.
Schema validation, null-rate checks, and price-outlier detection before full production launch.
JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Plumbing retailers structure their sites around complex base-model-to-finish relationships. Here is how we extract it reliably.
A single faucet base model can have 15 different finishes, each with unique pricing and availability. We execute JavaScript state changes to hydrate and capture every variant combination accurately.
Installation guides and spec sheets are critical for PIM enrichment. Our crawlers traverse interactive document tabs to extract direct URLs for all associated PDF assets.
Retail WAFs block datacentre IPs aggressively. We route requests through US-based residential proxies to maintain high success rates and prevent IP bans during large catalogue crawls.
For ongoing competitor monitoring, we maintain a hash index of last-seen prices. Subsequent runs only push diffs, providing a clean changelog of price movements.
Many fixtures require separate rough-in valves. We extract these mandatory cross-sell relationships so your database reflects complete installable units.
Retailers monitor competitor pricing on major brands like Delta, Moen, and Kohler to optimise their own margins.
Merchandising teams analyse finish trends and brand coverage to identify gaps in their catalogue.
Distributors populate internal Product Information Management systems with detailed technical specs and PDF links.
Software providers feed real-time stock and pricing data into contractor estimating applications.
Manufacturers track new collection launches, discontinued SKUs, and review sentiment across their product lines.
Machine learning teams train visual search and classification models using extracted high-resolution product imagery.
"Faucet.com contains the most structured plumbing taxonomy available, but extracting matrix variants and spec sheets requires a purpose-built pipeline."
Extracting data from plumbing retailers involves navigating complex base-model-to-finish relationships, dynamic cart pricing, and buried technical PDFs. DataFlirt handles the rendering and state management required to map these matrix variants accurately, delivering clean, normalised data to your warehouse.
Everything supported by our faucet.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 to expose variant-specific pricing and stock statuses.
We route traffic through US-based residential proxy pools to bypass retail bot protection, ensuring high success rates for large catalogue crawls.
Pipelines run on AWS ECS. Airflow handles scheduling, dependency management, and SLA alerting. All state is stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About faucet.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available pricing and product data is generally permissible. DataFlirt targets only public, non-authenticated catalogue data. We do not circumvent authentication walls to access trade pricing. Clients should review target site ToS and consult legal counsel for specific use cases.
We build logic to iterate through all available finish options on a product page, executing the necessary JavaScript state changes to capture the specific price, SKU modifier, and stock status for each variant.
Yes. Our crawlers interact with the document tabs on the product page to locate and extract the direct URLs for specification sheets, installation guides, and warranty PDFs.
For targeted competitor monitoring, we can configure daily or sub-daily runs. Full catalogue refreshes typically run weekly due to the volume of variant combinations.
Yes. We extract the cross-sell and component data linking primary fixtures to their mandatory rough-in valves or recommended accessories.
Our smallest packages start at a defined category or brand list with weekly delivery. For full catalogue extraction, we price based on volume and delivery frequency.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off catalogue dump for PIM enrichment or continuous price monitoring across competitor brands, we scope, build, and operate the pipeline. Tell us what you need.
