We extract lighting catalogues, hardware specifications, finish variants, and pricing signals from Rejuvenation. 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 Lighting Products objects from rejuvenation.com. All fields typed and schema-versioned.
"sku": "C48291", "title": "Eastmoreland 2-1/4in Fitter Semi-Flush Fixture", "category": "Lighting", "sub_category": "Ceiling Lighting", "base_price": 249.0, "damp_rating": "Damp Rated", "in_stock": true, "lead_time_days": 14
| # | sku | title | category | sub_category | base_price | finish_options |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Cabinet Hardware objects from rejuvenation.com. All fields typed and schema-versioned.
"sku": "H19283", "title": "Massey Drawer Pull", "material": "Solid Brass", "center_to_center": "4 in", "projection": "1.25 in", "price": 24.0, "collection_name": "Massey", "finish": "Aged Brass"
| # | sku | title | material | center_to_center | projection | fasteners_included |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Pricing & Variants objects from rejuvenation.com. All fields typed and schema-versioned.
"sku": "V91823", "parent_id": "P82910", "finish": "Oil-Rubbed Bronze", "length": "18 in", "price": 349.0, "sale_price": 299.0, "discount_pct": 14, "currency": "USD"
| # | sku | parent_id | variant_id | finish | length | price |
|---|---|---|---|---|---|---|
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Complete list of extractable fields for Furniture & Decor objects from rejuvenation.com. All fields typed and schema-versioned.
"sku": "F47281", "title": "Shaw Walnut Dining Table", "materials": "Solid Walnut", "weight": "145 lbs", "delivery_type": "White Glove", "return_eligible": false, "price": 2499.0
| # | sku | title | designer | materials | dimensions | weight |
|---|---|---|---|---|---|---|
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Complete list of extractable fields for Category Navigation objects from rejuvenation.com. All fields typed and schema-versioned.
"category_name": "Pendant Lighting", "product_count": 412, "filter_facets": "['Finish', 'Length', 'Shade Material']", "trending_flags": "['Bestseller', 'New Arrival']", "scraped_at": "2026-05-12T09:14:33Z", "breadcrumb": "Home > Lighting > Pendants"
| # | breadcrumb | category_name | category_url | product_count | filter_facets | sort_options |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Our Rejuvenation scraper handles complex product configurators, dynamic pricing based on finish selections, and deep category pagination with JavaScript rendering built in.
Capture every combination of finish, shade type, and length. We map parent-child variants so you get precise pricing for exact configurations.
Extract critical dimensions like center-to-center measurements, projection, and fastener types for cabinet hardware and door sets.
Monitor base prices, sale prices, and clearance markdowns across all product categories and variant selections.
Track in-stock status, backorder dates, and custom-build lead times for made-to-order lighting fixtures.
Parse unstructured description blocks into clean dimension fields, weight metrics, and damp/wet ratings for outdoor products.
Extract high-resolution image URLs tied to specific finishes like Aged Brass, Polished Nickel, or Oil-Rubbed Bronze.
Map individual products back to their master collections (e.g., Massey, Eastmoreland) to analyse brand architecture.
Scrape full category trees, breadcrumbs, and filter facets to understand Rejuvenation's site structure and merchandising.
Run pipelines daily or weekly. We maintain state and deliver only the records that changed, reducing processing overhead.
Brief in. Clean data out.
Provide category URLs, specific collections, or full-site requirements. We design the extraction schema together.
We configure Playwright crawlers, proxy rotation, and variant mapping logic specifically for Rejuvenation's dynamic configurators.
Schema validation, null-rate checks, and variant pricing accuracy verification before full launch.
JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Extracting data from high-end decor sites requires handling dynamic JavaScript configurators and complex variant matrices. Here is how we build resilience.
Rejuvenation's lighting products change price and SKU based on user selections for finish, length, and shade. We run full Playwright browser sessions to interact with these configurators and extract the complete pricing matrix.
Stock availability and lead times often depend on geographic location or session state. We manage clean cookie sessions and residential proxies to ensure we capture accurate, default-state inventory signals.
Product dimensions and specifications are often buried in unstructured HTML blocks. Our extraction relies on regex patterns and NLP-assisted parsing to normalise dimensions and hardware specs into strict JSON.
For large hardware catalogues, we maintain a hash index of last-seen values per field. Subsequent runs only push diffs, reducing compute cost and downstream processing load.
Every run emits structured logs. We alert on null-rate spikes, missing finish options, and schema drift, responding before you notice data degradation.
Lighting and hardware retailers monitor Rejuvenation's pricing strategies across specific finishes to position their own catalogues.
Analysts track new collection launches, finish trends, and category expansion to identify shifts in home decor preferences.
Procurement platforms ingest Rejuvenation's catalogue to offer unified search and specification tools for interior designers.
Manufacturers track lead times and backorder status on specific materials like unlacquered brass to gauge raw material demand.
Brands distributed through Rejuvenation monitor retail prices to ensure compliance with minimum advertised price policies.
Computer vision teams extract high-resolution product images mapped to specific finish names to train visual search models.
"Rejuvenation offers some of the most complex product configurations in home decor, requiring precise variant mapping across finishes, lengths, and shade types."
Most teams underestimate the investment required: reliable Rejuvenation scraping requires handling complex dynamic product configurators, full JavaScript rendering for finish changes, daily selector maintenance, and anomaly monitoring. DataFlirt absorbs that complexity so your engineers can focus on the analysis, not the infrastructure.
Everything supported by our rejuvenation.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 executes JavaScript to interact with Rejuvenation's complex product configurators.
We route requests through US-based residential ISP proxies to avoid rate limits and capture accurate regional pricing and stock signals.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling and dependency management. All state is stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About rejuvenation.com scraping, legality, and pipeline operations.
Ask us directly →Yes. We configure Playwright to iterate through every available finish, shade, and length option on the product page, extracting the specific SKU, price, and lead time for each configuration.
Rejuvenation often lists dimensions in text blocks. We use regex patterns and custom parsing logic to extract standard measurements like width, height, canopy size, and center-to-center metrics into structured JSON fields.
Yes. We can target specific sale categories or extract clearance pricing flags across the entire catalogue to monitor markdown strategies.
We can run pipelines at daily or weekly cadences. Lead times and stock status are accurate as of the pipeline execution timestamp.
Yes. We can capture URLs for PDF tear sheets, installation guides, and care instructions linked on the product pages.
Our packages start at defined category scopes (e.g., all lighting and hardware) with weekly delivery. Contact us for a scoped quote based on your specific volume requirements.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off catalogue extraction or continuous price monitoring across all finish variants, we scope, build, and operate the pipeline. Tell us what you need.
