SYSTEM all green source kalyanjewellers.net queue 12,841 items p99 latency 314ms dataflirt.com · scraper/kalyanjewellers-net
RUN · 42 active pipelines · kalyanjewellers.net live

Kalyan Jewellers data,
structured for scale.

We extract jewellery catalogues, dynamic gold pricing, diamond specifications, making charges, and store locations from kalyanjewellers.net. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake.

Products extracted
14,293 /run
Gold rate checks
4,891 /day
Store locations
214 /run
Active pipelines
42
Uptime
99.98%
Data Dictionary

Every field we extract from kalyanjewellers.net

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

Complete list of extractable fields for Gold Jewellery objects from kalyanjewellers.net. All fields typed and schema-versioned.

skutitlecategorypuritymetal_weight_gmaking_charges_inrgst_inrtotal_price_inrproduct_urlimage_urls
gold_jewellery
● 200 OK
"sku": "KJ-G-1029",
"title": "22K Gold Antique Necklace",
"purity": "22K",
"metal_weight_g": 45.2,
"making_charges_inr": 12500.0,
"gst_inr": 5400.0,
"total_price_inr": 345000.0
# skutitlecategorypuritymetal_weight_gmaking_charges_inr
1
2
3

Complete list of extractable fields for Diamond Jewellery objects from kalyanjewellers.net. All fields typed and schema-versioned.

skutitlediamond_weight_ctclaritycolorcutgold_weight_gtotal_price_inrcertificationsetting_type
diamond_jewellery
● 200 OK
"sku": "KJ-D-4091",
"title": "Solitaire Diamond Ring",
"diamond_weight_ct": 1.5,
"clarity": "VVS1",
"color": "E",
"total_price_inr": 245000.0,
"certification": "IGI"
# skutitlediamond_weight_ctclaritycolorcut
1
2
3

Complete list of extractable fields for Daily Gold Rates objects from kalyanjewellers.net. All fields typed and schema-versioned.

citystaterate_22k_1grate_24k_1grate_18k_1gtimestamptrendsource_urlcurrency
daily_gold rates
● 200 OK
"city": "Kochi",
"rate_22k_1g": 6450.0,
"rate_24k_1g": 7036.0,
"rate_18k_1g": 5277.0,
"timestamp": "2023-10-24T09:00:00Z",
"trend": "up"
# citystaterate_22k_1grate_24k_1grate_18k_1gtimestamp
1
2
3

Complete list of extractable fields for Store Locations objects from kalyanjewellers.net. All fields typed and schema-versioned.

store_idnameaddresscitystatepincodephonecoordinatesoperating_hoursservices_offered
store_locations
● 200 OK
"store_id": "STR-KL-01",
"name": "Kalyan Jewellers Ernakulam",
"city": "Kochi",
"pincode": "682016",
"phone": "+91-484-2365432",
"coordinates": "9.9774,76.2829",
"operating_hours": "10:30 AM - 08:30 PM"
# store_idnameaddresscitystatepincode
1
2
3

Complete list of extractable fields for Collections objects from kalyanjewellers.net. All fields typed and schema-versioned.

collection_namecategoryproduct_countmin_price_inrmax_price_inrdescriptionbanner_urlslug
collections
● 200 OK
"collection_name": "Muhurat",
"category": "Bridal",
"product_count": 412,
"min_price_inr": 150000.0,
"max_price_inr": 2500000.0,
"slug": "muhurat-bridal-collection"
# collection_namecategoryproduct_countmin_price_inrmax_price_inrdescription
1
2
3

Capabilities

Extracting the complete Kalyan Jewellers catalogue

Our scraper handles the dynamic pricing models, image-heavy product pages, and regional gold rate calculators inherent to kalyanjewellers.net.

Full Catalogue Extraction

Extract SKUs, titles, purity, metal weights, and stone specifications across all gold, diamond, and platinum categories.

Dynamic Price Breakdown

Capture the exact calculation mechanics: base metal price, making charges, stone value, and applicable GST.

Regional Gold Rates

Track city-specific 18k, 22k, and 24k gold rates published daily across the platform.

Diamond Specifications

Map the 4Cs (Cut, Color, Clarity, Carat weight) and certification details for all diamond inventory.

Candere Integration

Extract cross-listed online inventory from Candere by Kalyan Jewellers with unified schema mapping.

Store Locator Intelligence

Geocode store addresses, extract contact details, and map operating hours across the retail footprint.

High-Resolution Imagery

Capture direct URLs for main product shots, angle variations, and model wear images.

Stock & Availability

Monitor online store inventory status and estimated delivery timelines based on pincode.

Scheduled Execution

Run daily rate updates and weekly catalogue diffs to maintain an accurate pricing database.

// engagement pipeline

From product URL to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide categories, collections, or city lists. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy / Playwright crawlers, proxy rotation, and session management for kalyanjewellers.net.

Validation & QA
d 4–6

Schema validation, null-rate checks, and price-outlier detection 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 dynamic retail infrastructure

Jewellery eCommerce sites rely on complex front-end logic for pricing. Here is how we extract accurate data.

pipeline-monitor · kalyanjewellers.net · 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
Dynamic Pricing
JavaScript hydration for live gold rates

Final product prices on kalyanjewellers.net are calculated client-side based on the daily gold rate. We use Playwright to execute the JavaScript calculators and capture the exact final price breakdown.

Image-heavy DOM
Lazy loading bypass for product galleries

Jewellery catalogues use aggressive lazy loading for high-resolution images. Our crawlers simulate user scrolling and interaction to trigger image hydration before extraction.

Regional variations
Geo-proxies for city-specific pricing

Gold rates vary by state. We route requests through region-specific Indian residential proxies to capture accurate local pricing and store availability.

Schema stability
Handling varying product attributes

Gold items list metal weight and making charges, while diamond items list the 4Cs. Our extraction schema dynamically adapts to the product category to prevent null-value pollution.

Anti-bot layer
Bypassing rate limits during festivals

During Akshaya Tritiya and Dhanteras, traffic spikes trigger aggressive rate limiting. We distribute requests across a wide IP pool and randomise request timing to maintain throughput.

Applications

Who uses Kalyan Jewellers data — and how

Teams across industries use kalyanjewellers.net data to build competitive products and smarter operations.

01
Competitor Price Benchmarking

Retailers track making charges and base metal pricing to adjust their own promotional offers.

02
Market Research

Analysts monitor collection launches and category expansion to understand consumer trends in the jewellery sector.

03
Gold Rate Aggregation

Financial platforms aggregate daily regional gold rates to build historical price indices.

04
Retail Expansion Analysis

Real estate and retail strategists map store footprints to identify high-density retail zones.

05
Assortment Planning

Merchandisers compare inventory depth across gold, diamond, and platinum categories.

06
AI Training Data

Computer vision teams use classified jewellery images to train product recognition and virtual try-on models.

Why DataFlirt

"The jewellery retail sector operates on fractional margins and daily metal rate fluctuations — tracking making charges and regional pricing requires continuous, automated extraction."

Extracting data from kalyanjewellers.net means handling dynamic JavaScript calculators, geo-fenced pricing rules, and complex product hierarchies across gold, diamond, and platinum categories. DataFlirt manages the proxies, state execution, and schema parsing so you receive normalised pricing datasets.

Technical Spec

Kalyan Jewellers scraper — technical capabilities

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

JavaScript rendering
Full Playwright sessions required for dynamic price calculation
Supported
Residential proxy rotation
ISP-grade Indian IPs for regional gold rate extraction
Supported
City-specific gold rates
Extracting daily rates across different state pages
Supported
4Cs diamond extraction
Parsing cut, color, clarity, and carat weight from product specs
Supported
High-res image extraction
Capturing direct CDN links for product galleries
Supported
Change detection
Tracking daily price adjustments based on metal rates
Supported
Candere cross-listing
Extracting inventory from the Candere sub-brand
Supported
User cart/wishlist data
Gated data requires user authentication
Partial
Loyalty program points
Requires Kalyan Gold Card login credentials
Partial
Infrastructure

Infrastructure powering the 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, price calculators, and interaction flows.

Residential Proxy Infrastructure

We maintain pools of residential ISP proxies across Indian regions to capture accurate city-specific pricing.

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 formats
CSV
Flat file format for spreadsheet analysis
XLS
Excel format for business teams
Parquet
Columnar format for data warehouse ingestion
AWS S3
Direct delivery to your AWS infrastructure
Webhook
HTTP POST for real-time rate updates
API
REST endpoint for querying extracted records
PostgreSQL
Direct database upsert with schema mapping
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About kalyanjewellers.net scraping, legality, and pipeline operations.

Ask us directly →
Is scraping kalyanjewellers.net legal?

Scraping publicly available product, pricing, and store information is generally permissible. DataFlirt targets only public data and does not bypass authentication walls or extract personal customer information.

How do you handle dynamic gold pricing?

We use headless browsers to execute the site's JavaScript calculators, ensuring the extracted final price matches the current metal rate plus making charges.

Can you extract data by city/region?

Yes. We use geo-targeted proxies to extract city-specific gold rates and regional pricing variations.

Do you extract Candere.com items too?

Yes. We can extract inventory from Candere by Kalyan Jewellers and normalise the data into a unified schema.

How fresh are the gold rates?

We can schedule pipelines to run multiple times a day to capture intra-day rate adjustments.

Do you pull high-resolution product images?

We extract the direct CDN URLs for all product images, including main shots and angle variations.

What is the minimum viable engagement?

We support one-off catalogue extractions or continuous monitoring pipelines. Contact us to scope your specific data requirements.

$ dataflirt scope --new-project --source=kalyanjewellers.net 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 daily gold rate tracking or a full catalogue extraction — we scope, build, and operate the pipeline. Tell us what you need.

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