SYSTEM all green source givenchy.com queue 8,412 URLs p99 latency 312ms dataflirt.com · scraper/givenchy-com
RUN · 14 active pipelines · givenchy.com live

Givenchy data,
at warehouse scale.

We extract product specifications, high-resolution imagery, localised pricing, and boutique inventory from givenchy.com. Delivered as clean JSON, CSV, or Parquet directly to your infrastructure.

Products extracted
4,218 /run
SKU variants
14,892 /run
Price updates
32,105 /24h
Geo-regions
32
Uptime
99.98%
Data Dictionary

Every field we extract from givenchy.com

Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.

Complete list of extractable fields for Product Catalogue objects from givenchy.com. All fields typed and schema-versioned.

product_idskunamecategorysub_categorycollection_seasondesignerdescriptionmade_inurl
product_catalogue
● 200 OK
"product_id": "BW90AK15S0-001",
"sku": "BW90AK15S0",
"name": "Shark Lock Boots in Leather",
"category": "Women > Shoes > Boots",
"collection_season": "Fall-Winter 2024",
"made_in": "Italy",
"url": "https://www.givenchy.com/us/en-US/shark-lock-boots-in-leather/BW90AK15S0-001.html"
# product_idskunamecategorysub_categorycollection_season
1
2
3

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

skuvariant_idcoloursizepricecurrencyregionstock_statuslow_stock_warning
pricing_& variants
● 200 OK
"sku": "BW90AK15S0",
"variant_id": "BW90AK15S0-001-38",
"colour": "Black",
"size": "38",
"price": 2395.0,
"currency": "USD",
"region": "us",
"stock_status": "IN_STOCK",
"low_stock_warning": false
# skuvariant_idcoloursizepricecurrency
1
2
3

Complete list of extractable fields for Materials & Details objects from givenchy.com. All fields typed and schema-versioned.

skuprimary_materiallining_materialhardware_finishcomposition_percentagescare_instructionsdimensionsweight
materials_& details
● 200 OK
"sku": "BW90AK15S0",
"primary_material": "100% Calfskin leather",
"lining_material": "100% Goatskin leather",
"hardware_finish": "Silver-finish metal",
"care_instructions": "Do not wash. Do not tumble dry.",
"dimensions": "Heel height: 3.5 in.",
"weight": "1.2 kg"
# skuprimary_materiallining_materialhardware_finishcomposition_percentagescare_instructions
1
2
3

Complete list of extractable fields for Media Assets objects from givenchy.com. All fields typed and schema-versioned.

skuimage_url_1image_url_2image_url_3image_url_4video_urlalt_textmodel_heightmodel_size_worn
media_assets
● 200 OK
"sku": "BW90AK15S0",
"image_url_1": "https://givenchy.com/media/images/BW90AK15S0-001_01.jpg",
"image_url_2": "https://givenchy.com/media/images/BW90AK15S0-001_02.jpg",
"image_url_3": "https://givenchy.com/media/images/BW90AK15S0-001_03.jpg",
"alt_text": "Shark Lock Boots in Leather - Black - View 1",
"model_height": "178 cm / 5'10"",
"model_size_worn": "38"
# skuimage_url_1image_url_2image_url_3image_url_4video_url
1
2
3

Complete list of extractable fields for Boutique Inventory objects from givenchy.com. All fields typed and schema-versioned.

skuvariant_idstore_idstore_namecitycountryavailability_statuslast_checked
boutique_inventory
● 200 OK
"sku": "BW90AK15S0",
"variant_id": "BW90AK15S0-001-38",
"store_id": "GIV-NY-01",
"store_name": "Givenchy Madison Avenue",
"city": "New York",
"country": "USA",
"availability_status": "AVAILABLE",
"last_checked": "2026-05-12T14:30:00Z"
# skuvariant_idstore_idstore_namecitycountry
1
2
3

Capabilities

Extracting luxury retail data at scale

Givenchy.com utilizes heavy JavaScript rendering, geo-fenced pricing, and strict rate limiting. Our infrastructure bypasses these constraints to deliver structured catalogue data reliably.

Complete Catalogue Extraction

Extract every category, sub-category, and product listing across men's, women's, kids, and accessories.

Geo-Targeted Pricing

Capture accurate pricing across different regions (US, UK, EU, Asia) using localized residential proxies.

SKU & Size Mapping

Map parent products to individual SKUs, capturing size availability, colour variants, and specific variant IDs.

Material & Composition Parsing

Parse unstructured description text into structured fields for primary materials, lining, and hardware.

Boutique Stock Tracking

Query the in-store availability API to track inventory levels across physical Givenchy boutiques globally.

High-Res Image Capture

Extract maximum resolution image URLs and video assets bypassing lazy-loading mechanisms.

Change Detection

Identify new product drops, price adjustments, and out-of-stock events with hash-based diffing.

Multi-Language Support

Extract product descriptions and care instructions across multiple language locales.

Scheduled Delivery

Run extractions on your cadence—daily, weekly, or real-time for specific high-value SKUs.

// engagement pipeline

From luxury catalogue to data warehouse

Brief in. Clean data out.

Define Scope
d 0

Specify target regions, categories, and update frequencies. We design the extraction schema to match your requirements.

Pipeline Build
d 2–4

We configure Playwright crawlers, localized residential proxies, and session management for givenchy.com.

Validation & QA
d 4–6

Automated checks ensure price accuracy, image URL validity, and complete variant mapping before production.

Delivery
ongoing

Clean JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery, or delivered via Webhook.

Under the hood

Overcoming luxury e-commerce scraping challenges

High-end retail sites employ sophisticated bot protection to guard pricing and inventory data. Here is how we maintain reliable extraction.

pipeline-monitor · givenchy.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
Geo-fencing
Localised residential proxies

Givenchy enforces strict geo-redirects and localized pricing based on IP address. We route requests through residential proxy pools specific to your target market (e.g., US, FR, JP) to capture accurate regional pricing and availability.

Dynamic content
Full JavaScript rendering

Product variants, size availability, and high-resolution images are loaded dynamically via JavaScript. We utilize headless Playwright instances to execute JS, trigger lazy loads, and extract the fully hydrated DOM.

Rate limiting
Distributed request throttling

Aggressive crawling triggers Akamai bot protection. Our orchestration layer distributes requests across thousands of IPs with randomized delays and realistic browser fingerprints to remain undetected.

Complex DOM
Resilient selector strategies

Luxury brand sites frequently update their frontend architecture for seasonal campaigns. We employ fallback selector chains combining CSS, XPath, and JSON-LD extraction to ensure schema stability during site updates.

Inventory APIs
Reverse-engineering GraphQL endpoints

Boutique availability is often powered by backend GraphQL or REST APIs. We intercept and replicate these API calls directly, bypassing the UI layer for faster and more reliable inventory extraction.

Applications

Applications for Givenchy data

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

01
Competitive Pricing Analysis

Monitor Givenchy's pricing strategy across different global regions to inform your own luxury pricing models.

02
Grey Market Detection

Compare official retail prices and availability against third-party marketplaces to identify unauthorized sellers and parallel imports.

03
Assortment Planning

Analyze product mix, category weighting, and seasonal collection structures to optimize retail buying strategies.

04
Trend Forecasting

Track material usage, colour palettes, and silhouette changes across seasonal drops to identify emerging luxury trends.

05
Counterfeit Monitoring

Extract authoritative product specifications, hardware details, and high-res images to train counterfeit detection models.

06
Inventory Intelligence

Monitor stock-outs and boutique availability to gauge demand for specific SKUs and anticipate market scarcity.

Why DataFlirt

"Givenchy.com holds the definitive record of their seasonal collections and global pricing—but extracting it requires navigating heavy JavaScript and strict geo-fencing."

Luxury e-commerce platforms deploy aggressive anti-scraping measures to protect intellectual property and pricing strategies. DataFlirt manages the residential proxies, browser instances, and selector maintenance required to extract structured catalogue data without triggering rate limits or bot protection. You receive clean data; we handle the infrastructure.

Technical Spec

Givenchy scraper capabilities

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

JavaScript rendering
Playwright integration for dynamic variant loading and image hydration
Supported
Geo-targeted pricing
Capture accurate localized pricing using regional residential proxies
Supported
SKU variant mapping
Extract all size and colour combinations linked to parent products
Supported
Boutique inventory
Query in-store availability via backend API interception
Supported
High-resolution media
Extract maximum resolution image and video URLs
Supported
Multi-language extraction
Support for localized descriptions across different regional sites
Supported
Incremental updates
Hash-based diffing to track price changes and new product drops
Supported
Client account purchase history
Requires authenticated VIP user sessions
Partial
Private VIP collection access
Gated collections hidden from public catalogue
Partial
Infrastructure

Infrastructure powering the extraction

Open-source tooling on proven cloud infra — no vendor lock-in, full observability.

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheusBeautifulSoup4FastAPI
Playwright Execution

Headless browser automation executes JavaScript, handles cookie consent banners, and triggers dynamic content loading critical for luxury retail sites.

Geo-Distributed Proxies

Residential IP pools routed through specific target countries ensure accurate localized pricing and bypass regional blocking.

Automated Schema Validation

Post-extraction validation ensures price formats, image URLs, and SKU mappings meet strict quality thresholds before delivery.

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 mapping
CSV
Flat files for immediate analyst consumption
XLS
Excel format for merchandising teams
Parquet
Columnar storage optimized for data warehouses
AWS S3
Direct delivery to your cloud storage buckets
Webhook
Real-time HTTP POST alerts for price changes
API
REST endpoints for on-demand data retrieval
Snowflake
Direct ingestion into Snowflake staging tables
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

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

Ask us directly →
Can you extract pricing for specific countries?

Yes. We route requests through residential proxies located in your target countries (e.g., France, Japan, USA) to ensure the pricing and availability data reflects what a local user sees.

How do you handle Givenchy's dynamic size and colour variants?

We use Playwright to execute the JavaScript that manages variant selection. This allows us to iterate through every colour and size combination, extracting the specific SKU, price, and stock status for each.

Is it possible to track in-store availability at specific boutiques?

Yes. We intercept the API calls made by the 'Find in Store' feature on givenchy.com, allowing us to query stock levels across their global retail network for specific SKUs.

How frequently can the catalogue be updated?

We typically run full catalogue extractions daily or weekly. For highly volatile items or specific monitoring use cases, we can configure hourly pipelines targeting a restricted subset of URLs.

Do you download the images or just provide URLs?

We extract the high-resolution image URLs. If your usecase requires direct image hosting, we can configure the pipeline to download the assets and push them to your S3 bucket alongside the structured data.

What happens when Givenchy updates their website design?

Our pipelines utilize multi-layered selector strategies and JSON-LD extraction. If a major UI overhaul breaks the primary selectors, our monitoring alerts us immediately, and our engineering team updates the schema within our SLA window.

$ dataflirt scope --new-project --source=givenchy.com ready

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Specify your target regions and data requirements. We build the infrastructure and deliver structured luxury retail data directly to your warehouse.

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