We extract fine jewellery catalogues, live gold rates, diamond specifications, and dynamic making charges from PC Jeweller. Delivered as clean JSON, CSV, or Parquet to S3 or BigQuery 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 Product Listings objects from pcjeweller.com. All fields typed and schema-versioned.
"sku": "LR00123", "title": "The Ananya Diamond Ring", "category": "Rings", "metal_type": "Gold", "purity": "18K", "price_inr": 45990.0, "discount_pct": 10, "in_stock": true
| # | sku | title | category | sub_category | metal_type | purity |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Diamond Specifications objects from pcjeweller.com. All fields typed and schema-versioned.
"sku": "LR00123", "diamond_count": 12, "total_carat_weight": 0.45, "clarity": "VVS", "colour": "EF", "shape": "Round", "certification": "IGI"
| # | sku | diamond_count | total_carat_weight | clarity | colour | setting_type |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Pricing Breakdown objects from pcjeweller.com. All fields typed and schema-versioned.
"sku": "LR00123", "metal_rate_per_gram": 5420.0, "total_metal_value": 24390.0, "diamond_value": 15000.0, "making_charges": 4500.0, "gst_pct": 3.0, "total_price_inr": 45990.0
| # | sku | metal_rate_per_gram | total_metal_value | diamond_value | gemstone_value | making_charges |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Availability & Delivery objects from pcjeweller.com. All fields typed and schema-versioned.
"sku": "LR00123", "in_stock": true, "dispatch_time_days": 7, "try_at_home_eligible": true, "lifetime_exchange_eligible": true, "return_policy_days": 15, "store_pickup_available": false
| # | sku | in_stock | dispatch_time_days | try_at_home_eligible | lifetime_exchange_eligible | return_policy_days |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Category & Collection Data objects from pcjeweller.com. All fields typed and schema-versioned.
"collection_name": "Wedding Collection", "category_name": "Bridal Sets", "gender": "Women", "occasion": "Wedding", "total_products": 245, "style": "Traditional", "filter_tags": "['Gold', 'Diamond', 'Bridal']"
| # | collection_name | category_id | category_name | breadcrumb | total_products | gender |
|---|---|---|---|---|---|---|
| 1 | ||||||
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| 3 |
Our PC Jeweller scraper handles complex jewellery variants, dynamic pricing calculators, and detailed diamond specifications — with JavaScript rendering and validation built in.
Extract precise diamond attributes: cut, colour (E-F, G-H), clarity (VVS, SI), total carat weight, and individual stone counts.
Capture exact metal type, 14K/18K/22K purity levels, and gross versus net weight specifications for every SKU.
Scrape the complete pricing formula: live metal value, diamond value, making charges, GST, and applied discounts.
Map ring and bangle sizes to their corresponding weight and price variations, capturing dynamic price shifts per size.
Track which products are eligible for PC Jeweller's Try at Home service across specific target pincodes.
Isolate products belonging to specific seasonal collections, festive campaigns, or clearance sales.
Extract BIS Hallmark status, IGI/SGL diamond certification details, and warranty information.
Capture CDN URLs for primary images, alternate angles, 360-degree views, and product videos.
Run daily pipelines to capture price adjustments driven by global gold rate fluctuations.
Brief in. Clean data out.
Provide target categories, collections, or specific SKUs. We map the required jewellery specifications.
We configure Scrapy spiders to navigate pcjeweller.com, handling category pagination and dynamic pricing widgets.
Schema validation ensures gold weights, diamond carats, and pricing breakdowns sum correctly before delivery.
JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Jewellery eCommerce relies on dynamic pricing tied to live metal rates and complex variant matrices. Here is how we extract it accurately.
PC Jeweller updates prices based on daily gold rates. We execute JavaScript to ensure the dynamic pricing calculators fully hydrate before extraction, capturing the exact price breakdown.
A ring size change alters the gold weight, which alters the price. Our crawlers iterate through every size variant on the PDP, extracting the specific weight and price matrix for each.
Jewellery pricing must balance. Our pipeline validates that metal value + diamond value + making charges + GST equals the final scraped price, flagging anomalies automatically.
To avoid IP bans during full-catalogue sweeps, we route requests through Indian residential proxies, maintaining realistic request rates and session headers.
We intercept network requests to locate the highest resolution image assets and 360-degree viewer source files, bypassing compressed thumbnail versions.
Jewellery brands track making charges, gold rates, and diamond pricing to optimise their own pricing strategies.
Merchandisers analyse PC Jeweller's collection structures, diamond quality tiers, and metal preferences to identify market gaps.
Track the introduction of new collections, shift towards 14K vs 18K gold, and trending diamond shapes over time.
Feed daily competitor metal rates and making charge discounts into internal repricing algorithms.
Monitor flat discounts on making charges or diamond values during festive seasons like Dhanteras or Diwali.
Retail analysts track active SKU counts, category expansion, and out-of-stock rates to gauge company performance.
"Jewellery pricing is not static. A single SKU holds a complex formula of live metal rates, diamond grading, and variable making charges. Extracting the final price is easy; extracting the formula requires precision."
Scraping fine jewellery platforms like PC Jeweller requires more than simple HTTP requests. It demands JavaScript execution to trigger price calculators, variant iteration to map size-to-weight dependencies, and strict mathematical validation to ensure the pricing breakdown sums correctly. DataFlirt manages this complexity, delivering structured, validated catalogue data directly to your warehouse.
Everything supported by our pcjeweller.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 orchestrates the catalogue crawl, while Playwright handles JavaScript execution for dynamic pricing widgets and variant selection.
Custom Python middleware validates pricing mathematics on the fly, dropping or retrying records where the component sum fails.
Pipelines run on Kubernetes. Airflow handles scheduling, dependency management, and SLA alerting. All state stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About pcjeweller.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available catalogue and pricing data is generally permissible. DataFlirt targets only public, non-authenticated product data. We do not extract personal data or circumvent authentication walls.
Our pipelines are typically scheduled to run daily after the standard gold rate update, ensuring the extracted prices reflect the current day's market value.
Yes. We execute the necessary JavaScript on the product page to expose the full pricing breakdown, separating the metal value, diamond value, and making charges.
Yes. Changing a ring size often changes the gold weight and final price. Our crawlers iterate through every available size variant, capturing the specific data for each.
We employ strict validation middleware. The pipeline automatically checks that the sum of metal value, stone value, making charges, and taxes equals the stated final price.
Yes. We extract clarity, colour, total carat weight, stone count, and the certification authority (e.g., IGI, SGL) listed on the product specifications.
Most jewellery clients opt for daily runs to track gold rate impacts, but we also support weekly full-catalogue refreshes or continuous streaming for specific high-value categories.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a daily pricing feed or a one-off catalogue extraction — we scope, build, and operate the pipeline. Tell us what you need.
