SYSTEM all green source perigold.com queue 12,841 pages p99 latency 215ms dataflirt.com · scraper/perigold-com
RUN : 31 active pipelines : perigold.com live

Perigold data,
at warehouse scale.

We extract luxury furniture catalogues, designer profiles, pricing tiers, material specifications, and inventory availability from Perigold. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Products extracted
412K /day
Variant updates
1.2M /24h
Designer profiles
4,192 /run
Active pipelines
31
Uptime
99.98%
Data Dictionary

Every field we extract from perigold.com

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

skutitlebranddesignercategorysub_categorybase_pricecurrencylead_time_dayswhite_glove_eligibleratingreview_countdescriptionprimary_image_urlvariant_countpage_url
product_listings
● 200 OK
"sku": "PRG1284",
"title": "Kensington Chesterfield Sofa",
"brand": "Bernhardt",
"designer": "John Smith",
"category": "Living Room",
"base_price": 4299.0,
"lead_time_days": 45,
"white_glove_eligible": true
# skutitlebranddesignercategorysub_category
1
2
3

Complete list of extractable fields for Variants & Finishes objects from perigold.com. All fields typed and schema-versioned.

parent_skuvariant_skufinish_namefinish_familyfabric_gradecolour_nameprice_modifierfinal_pricein_stockstock_quantityswatch_availablevariant_image_url
variants_& finishes
● 200 OK
"variant_sku": "PRG1284-BLU",
"finish_name": "Navy Velvet",
"fabric_grade": "Grade C",
"colour_name": "Blue",
"price_modifier": 350.0,
"final_price": 4649.0,
"in_stock": false,
"swatch_available": true
# parent_skuvariant_skufinish_namefinish_familyfabric_gradecolour_name
1
2
3

Complete list of extractable fields for Specifications objects from perigold.com. All fields typed and schema-versioned.

skuoverall_heightoverall_widthoverall_depthseat_heightoverall_weightweight_capacityframe_materialupholstery_materialassembly_requiredwarranty_lengthcountry_of_origincare_instructions
specifications
● 200 OK
"sku": "PRG1284",
"overall_height": "32 in",
"overall_width": "84 in",
"overall_depth": "40 in",
"overall_weight": "185 lb",
"frame_material": "Kiln-dried hardwood",
"assembly_required": false,
"country_of_origin": "United States"
# skuoverall_heightoverall_widthoverall_depthseat_heightoverall_weight
1
2
3

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

designer_iddesigner_namebrand_affiliationbio_textaesthetic_tagstotal_productsactive_collectionsfeatured_image_urlprofile_urlscraped_at
designer_collections
● 200 OK
"designer_name": "Kelly Wearstler",
"brand_affiliation": "Visual Comfort",
"aesthetic_tags": "['Modern', 'Eclectic', 'Luxury']",
"total_products": 312,
"active_collections": 14,
"profile_url": "https://www.perigold.com/designer/kelly-wearstler"
# designer_iddesigner_namebrand_affiliationbio_textaesthetic_tagstotal_products
1
2
3

Complete list of extractable fields for Reviews & Ratings objects from perigold.com. All fields typed and schema-versioned.

review_idskuauthor_nameratingverified_buyerreview_datereview_titlereview_texthelpful_votesvariant_purchasedimages_attached
reviews_& ratings
● 200 OK
"review_id": "REV99281",
"sku": "PRG1284",
"rating": 5,
"verified_buyer": true,
"review_date": "2026-02-14",
"review_title": "Stunning focal point",
"helpful_votes": 12,
"variant_purchased": "Navy Velvet / Walnut Legs"
# review_idskuauthor_nameratingverified_buyerreview_date
1
2
3

Capabilities

Extract the complete luxury furniture catalogue

Perigold structures data with intense complexity: nested variant matrices, dynamic lead times, and rich dimensional specifications. Our pipeline normalises this into flat, queryable records.

Complete Listing Extraction

Capture titles, brands, designer attribution, base pricing, and comprehensive descriptions across all furniture and decor categories.

Variant Matrix Mapping

Resolve complex parent-child relationships for fabric grades, wood finishes, and sizing options. We extract the exact price and image for every combination.

Dimensional Data Normalisation

Extract and structure overall dimensions, seat heights, arm heights, and weight capacities into clean numeric fields and units.

Inventory & Lead Times

Monitor stock status, backorder dates, and estimated lead times to track supply chain constraints across premium brands.

Delivery & Shipping Tags

Identify items eligible for White Glove delivery, room of choice placement, and standard freight shipping tiers.

Review Corpus Scraping

Paginate through customer feedback to extract star ratings, verified purchase flags, written text, and helpful vote counts.

High-Res Asset Links

Extract URLs for primary images, lifestyle shots, dimensional diagrams, and specific fabric swatch imagery.

Material & Care Specifications

Parse unstructured specification blocks into discrete fields for frame materials, upholstery types, and cleaning codes.

Delta Change Detection

Run daily or weekly pipelines that only emit records when prices, lead times, or stock statuses change.

// engagement pipeline

From brand list to structured warehouse tables

Brief in. Clean data out.

Define Scope
d 0

Provide target categories, specific brands, or designer URLs. We map the required fields and agree on the schema.

Pipeline Build
d 2–4

We configure Playwright spiders, residential proxy rotation, and GraphQL query interception to bypass anti-bot systems.

Validation & QA
d 4–6

We run sample extractions to test schema normalisation, variant resolution, and null-rate thresholds.

Delivery
ongoing

Data flows into your S3 bucket, Snowflake stage, or via webhook in JSON, CSV, or Parquet format.

Under the hood

Overcoming Perigold's extraction barriers

As part of the Wayfair network, Perigold uses aggressive bot mitigation and complex frontend architectures. We handle the infrastructure so you receive clean data.

pipeline-monitor · perigold.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
Anti-bot evasion
Bypassing Datadome and TLS fingerprinting

Perigold employs strict Datadome protection. We utilise residential proxies with perfectly spoofed TLS fingerprints, realistic headers, and human-like interaction delays to maintain high success rates without triggering CAPTCHAs.

API interception
Direct GraphQL data extraction

Instead of parsing brittle HTML, our Playwright instances intercept the underlying GraphQL queries used by Perigold's frontend. This yields cleaner data, exposes hidden inventory metrics, and improves pipeline stability.

Variant explosion
Exhaustive option combination mapping

A single sofa can have 150 fabric options and 4 leg finishes. We iterate through the variant matrix programmatically, capturing the specific price modifier, stock status, and image for every possible SKU combination.

Dynamic pricing
Capturing state-dependent data

Prices and lead times on Perigold often depend on the selected variant and the user's geolocation. We configure our crawlers with consistent session states and US-based IP addresses to ensure pricing data remains normalised.

Data structuring
Parsing unstructured specification blocks

Furniture specifications are often written as free text. We apply regex patterns and natural language parsing to extract precise dimensions, weights, and material types into strictly typed database columns.

Applications

Who uses Perigold data

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

01
Assortment Planning

Retailers analyse Perigold's brand matrix, category depth, and designer collaborations to identify gaps in their own luxury offerings.

02
Competitor Price Monitoring

Premium home brands track retail pricing, discount cadences, and shipping tiers to maintain competitive positioning.

03
MAP Compliance

Manufacturers monitor Perigold listings to ensure their products are not being sold below Minimum Advertised Price thresholds.

04
Supply Chain Intelligence

Analysts track lead times and backorder statuses across thousands of SKUs to measure macro-level supply chain health in the furniture sector.

05
Interior Design Platforms

Design software companies ingest Perigold catalogues to populate their 3D rendering tools with accurate dimensions and imagery.

06
Trend Forecasting

Market researchers analyse new product introductions, popular materials, and colour availability to predict upcoming interior design trends.

Why DataFlirt

"Perigold aggregates the world's premium home brands into a single catalogue. Accessing this data at scale requires bypassing sophisticated bot protection."

Extracting luxury furniture data involves mapping complex variant matrices like fabric grades and wood finishes. DataFlirt handles the JavaScript rendering, proxy rotation, and schema normalisation so your team can focus on assortment analysis instead of pipeline maintenance.

Technical Spec

Perigold extraction capabilities

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

JavaScript rendering
Playwright sessions required to load variant pricing and inventory data.
Supported
Datadome bypass
Automated fingerprint spoofing and residential proxy rotation.
Supported
GraphQL interception
Direct extraction from frontend API calls for structured JSON payloads.
Supported
Variant combination mapping
Resolution of all fabric, finish, and size combinations per product.
Supported
High-res image extraction
Capture of uncompressed image URLs for lifestyle and product shots.
Supported
Change detection
Emit records only when price, lead time, or variant availability changes.
Supported
Trade pricing / B2B portal
Requires authenticated Perigold Trade accounts. We do not bypass login walls.
Partial
User cart and checkout data
Extraction of shipping costs requires adding items to cart and logging in.
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
Playwright Integration

We use Playwright to execute JavaScript, interact with variant dropdowns, and intercept network requests to capture GraphQL responses.

Residential Proxy Pools

Traffic is routed through US-based residential IP addresses to prevent geographic blocking and maintain consistent pricing data.

Managed Orchestration

Airflow schedules the extraction runs on Kubernetes clusters, pushing data directly to your warehouse upon completion.

Output & Delivery

Your data, your destination

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

JSON
Nested structures ideal for complex variant matrices.
CSV
Flat files with denormalised variant rows.
XLS
Excel format for direct business team usage.
Parquet
Columnar storage for efficient warehouse querying.
AWS S3
Automated delivery into your cloud storage buckets.
Webhook
Real-time HTTP POST delivery per scraped item.
API
REST endpoints to query your historical dataset.
BigQuery
Direct streaming inserts into your GCP data warehouse.
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

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

Ask us directly →
Is scraping Perigold legal?

Scraping public factual data like product prices, dimensions, and descriptions is generally permissible. DataFlirt extracts only publicly available information without bypassing authentication walls. Clients should review Perigold's terms of service and consult legal counsel.

How do you handle the Wayfair network's anti-bot systems?

We deploy residential proxies, sophisticated browser fingerprinting, and interaction delays to mimic human behaviour, ensuring high success rates against Datadome and similar protections.

Can you extract trade pricing?

No. Trade pricing requires an authenticated Perigold Trade account. We only extract publicly visible retail pricing.

How fresh is the inventory data?

Pipelines can be configured to run daily or weekly. The inventory status and lead times reflect the exact state at the moment of extraction.

Do you download the images or just provide URLs?

We provide the direct URLs to the highest resolution images hosted on Perigold's CDN. Downloading and hosting the image files requires a separate storage agreement.

What is the minimum viable engagement?

We typically start with a defined category set or brand list. Contact us with your target volume and frequency requirements for a specific quote.

$ dataflirt scope --new-project --source=perigold.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 complete category export or continuous monitoring of competitor pricing. We scope, build, and operate the infrastructure.

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