SYSTEM all green source nicobar.com queue 8,492 URLs p99 latency 218ms dataflirt.com · scraper/nicobar-com
RUN · 14 active pipelines · nicobar.com live

Nicobar catalogue,
structured for retail ops.

We extract product listings, fabric details, size availability, and pricing from Nicobar. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Products extracted
4,192 /run
SKU variations
18,401 /run
Price updates
4,192 /24h
Active pipelines
14
Uptime
99.98%
Data Dictionary

Every field we extract from nicobar.com

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

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

product_idnamebrandcategorysub_categorydescriptionfit_detailsfabric_compositionwash_carepage_url
product_metadata
● 200 OK
"product_id": "NC-APP-4921",
"name": "Ivory Chanderi Kurta",
"category": "Clothing",
"sub_category": "Kurtas",
"fabric_composition": "100% Chanderi Silk",
"fit_details": "Relaxed fit, true to size"
# product_idnamebrandcategorysub_categorydescription
1
2
3

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

skuproduct_idsizecolourpricemrpcurrencydiscount_pctin_stockstock_qty
pricing_& variants
● 200 OK
"sku": "NC-APP-4921-IVY-M",
"size": "M",
"colour": "Ivory",
"price": 4500.0,
"mrp": 4500.0,
"in_stock": true,
"currency": "INR"
# skuproduct_idsizecolourpricemrp
1
2
3

Complete list of extractable fields for Imagery & Assets objects from nicobar.com. All fields typed and schema-versioned.

skuprimary_imagegallery_imageslifestyle_imagesvideo_urlalt_textaspect_ratioresolution
imagery_& assets
● 200 OK
"sku": "NC-APP-4921-IVY-M",
"primary_image": "https://cdn.nicobar.com/images/NC-APP-4921-IVY-1.jpg",
"gallery_images": "['https://cdn.nicobar.com/images/NC-APP-4921-IVY-2.jpg', 'https://cdn.nicobar.com/images/NC-APP-4921-IVY-3.jpg']",
"alt_text": "Model wearing Ivory Chanderi Kurta",
"resolution": "1080x1440"
# skuprimary_imagegallery_imageslifestyle_imagesvideo_urlalt_text
1
2
3

Complete list of extractable fields for Categories & Collections objects from nicobar.com. All fields typed and schema-versioned.

collection_namecollection_urlcategory_treeproduct_countlaunch_seasondesigner_noteshero_imageis_active
categories_& collections
● 200 OK
"collection_name": "Summer Oasis",
"category_tree": "Clothing > Collections > Summer Oasis",
"product_count": 42,
"launch_season": "SS24",
"is_active": true,
"designer_notes": "Lightweight fabrics for the tropical heat."
# collection_namecollection_urlcategory_treeproduct_countlaunch_seasondesigner_notes
1
2
3

Complete list of extractable fields for Cross-Sell Data objects from nicobar.com. All fields typed and schema-versioned.

product_idstyle_it_with_skussimilar_productsfrequently_bought_togetherlookbook_urllookbook_idaccessory_recommendationsscraped_at
cross-sell_data
● 200 OK
"product_id": "NC-APP-4921",
"style_it_with_skus": "['NC-ACC-102', 'NC-BOT-884']",
"similar_products": "['NC-APP-4922', 'NC-APP-4925']",
"scraped_at": "2024-05-12T09:14:00Z"
# product_idstyle_it_with_skussimilar_productsfrequently_bought_togetherlookbook_urllookbook_id
1
2
3

Capabilities

Complete Nicobar catalogue extraction

Our Nicobar scraper handles dynamic inventory states, variant-level pricing, and high-resolution media extraction with full JavaScript rendering for modern storefronts.

Apparel & Home Data

Extract dresses, kurtas, tableware, and bedding with category-specific attributes.

Variant-Level Inventory

Track stock availability down to specific sizes and colourways.

Material & Fabric Specs

Capture composition percentages, weave types, and wash care instructions.

High-Resolution Imagery

Extract CDN URLs for product flats, lifestyle shots, and detail macro images.

Pricing & Markdowns

Monitor current price, original MRP, and active promotional discounts.

Collection Mapping

Group products by seasonal collections and curated edits.

Cross-Sell Recommendations

Extract Style It With and Similar Products widgets.

JavaScript Rendering

Execute React hydration to capture dynamically loaded inventory states.

Automated Diffing

Compare runs to identify new arrivals and out-of-stock items.

// engagement pipeline

From category URL to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide category URLs or specific collections. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy / Playwright crawlers, proxy rotation, and session management for nicobar.com.

Validation & QA
d 4–6

Schema validation, null-rate checks, and sample data review before full launch.

Delivery
ongoing

JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.

Under the hood

Handling modern eCommerce architectures

Nicobar uses a modern JavaScript frontend. We bypass client-side rendering limitations to deliver structured data directly from the underlying APIs and DOM.

pipeline-monitor · nicobar.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 layer
Residential proxy rotation + fingerprint spoofing

We use residential ISP proxies with realistic browser fingerprints, randomised request timing, and full cookie session management to prevent IP blocks.

JavaScript rendering
Full Playwright execution for SPA content

Nicobar product pages are heavily JavaScript-rendered. We run full Playwright browser sessions with JavaScript execution to capture data that headless HTTP clients miss entirely.

Schema stability
Resilient selectors with fallback chains

Our selector strategy uses multiple fallback chains per field, including CSS selectors, XPath, and JSON state extraction, so a layout change does not break your data pipeline.

Change detection
Only re-scrape what changed

We maintain a hash index of last-seen values per field. Subsequent runs only push diffs, reducing compute cost and downstream processing load.

Monitoring & alerting
24/7 pipeline health with anomaly detection

Every run emits structured logs. We alert on null-rate spikes, schema drift, and coverage drops, responding before you notice.

Applications

Who uses Nicobar data and how

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

01
Competitor Benchmarking

Track pricing, category overlap, and new product introductions to benchmark against premium retail standards.

02
Assortment Planning

Analyze category mix, colour palettes, and fabric choices to inform seasonal buying decisions.

03
Trend Forecasting

Monitor new arrivals and seasonal collections to identify emerging lifestyle and fashion trends.

04
Price Tracking

Monitor discount velocity, end-of-season sales, and promotional pricing strategies.

05
Visual Merchandising

Analyze lifestyle imagery and cross-sell styling combinations to optimise your own digital storefront.

06
Market Research

Evaluate premium Indian lifestyle brand positioning, sizing strategies, and category expansion.

Why DataFlirt

"Nicobar's catalogue represents the benchmark for premium Indian lifestyle retail. Accessing this data structurally requires navigating modern JavaScript storefronts."

Extracting data from modern headless commerce platforms requires more than simple HTTP requests. DataFlirt handles the JavaScript rendering, proxy rotation, and schema maintenance required to turn Nicobar's storefront into a reliable, queryable database for your merchandising team.

Technical Spec

Nicobar scraper technical specifications

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

JavaScript rendering
Full Playwright sessions required for dynamic inventory and pricing state
Supported
Residential proxy rotation
ISP-grade residential IPs rotated per request to avoid rate limits
Supported
Variant mapping
Parent to child SKU relationships with all size and colour combinations
Supported
Change detection (diffs)
Hash-based diff to emit records with changed fields since last run
Supported
High-res image extraction
Capture original CDN image URLs without compression
Supported
Webhook delivery
HTTP POST per record or batch for real-time inventory updates
Supported
User account purchase history
Requires authenticated sessions and violates privacy policies
Partial
Loyalty program point balances
Gated behind user authentication walls
Partial
Infrastructure

Infrastructure powering the Nicobar pipeline

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

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy + Playwright Stack

Scrapy handles crawl orchestration and deduplication. Playwright handles JavaScript rendering and interaction flows.

Residential Proxy Infrastructure

We maintain pools of residential ISP proxies. Rotation happens per-request with IP score monitoring to prevent blocks.

Cloud-Native Orchestration

Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting.

Output & Delivery

Your data, your destination

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

JSON
Newline-delimited or nested array structures
CSV
Flat file with typed columns for merchandising teams
XLS
Excel compatible format for immediate business use
Parquet
Columnar format for BigQuery, Snowflake, Athena
AWS S3
Direct bucket delivery compatible with any data lake
Webhook
HTTP POST per record for real-time downstream processing
API
REST endpoints to query your extracted catalogue
Postgres
Upsert into your existing schema with conflict resolution
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

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

Ask us directly →
Can you extract inventory levels for specific sizes?

Yes. We capture in-stock status and available quantities for every size and colour variant on a product listing.

How do you handle Nicobar's dynamic page loading?

We use Playwright to execute the JavaScript payload, wait for network idle states, and extract the hydrated JSON state directly from the page source.

Can you download the product images?

We extract the high-resolution CDN URLs for all product images. If you require raw image files, we can configure a secondary pipeline to download and sync them to your S3 bucket.

Do you capture fabric composition and care instructions?

Yes. We extract all metadata fields provided in the product description, including fabric type, fit details, and wash care instructions.

How fresh is the pricing data?

We can configure pipelines to run at daily or hourly cadences depending on your monitoring requirements. Data is timestamped per extraction.

Can I get a sample dataset?

Yes. We provide a sample run of up to 100 products during the pre-engagement scoping process to validate schema fit and data quality.

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

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Need a one-off catalogue export or continuous inventory monitoring? We scope, build, and operate the pipeline. Tell us your requirements.

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