We extract jewellery listings, dynamic gold pricing, diamond specifications, and making charges from Candere. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake 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 Jewellery Listings objects from candere.com. All fields typed and schema-versioned.
"sku": "C001234", "title": "Aurelia Diamond Ring", "category": "Rings", "metal_colour": "Rose Gold", "metal_purity": "18K", "gross_weight": 3.45, "making_charges": 2450.0, "total_price": 28900.0
| # | sku | title | category | metal_colour | metal_purity | gross_weight |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Diamond Specs objects from candere.com. All fields typed and schema-versioned.
"sku": "C001234", "total_carat": 0.25, "diamond_colour": "GH", "diamond_clarity": "SI", "total_diamonds": 12, "certification_body": "IGI", "shape": "Round"
| # | sku | total_carat | diamond_colour | diamond_clarity | total_diamonds | setting_type |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Pricing & Offers objects from candere.com. All fields typed and schema-versioned.
"sku": "C001234", "base_price": 32000.0, "discount_pct": 10, "final_price": 28800.0, "dgrp_eligible": true, "coupon_code": "DIAMOND10", "price_timestamp": "2026-05-12T09:14:00Z"
| # | sku | base_price | discount_pct | final_price | dgrp_eligible | coupon_code |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Product Variations objects from candere.com. All fields typed and schema-versioned.
"parent_sku": "C001234", "variant_sku": "C001234-12-RG-SI", "ring_size": "12", "metal_options": "18K Rose Gold", "diamond_options": "GH-SI", "price_diff": 0.0, "availability": true
| # | parent_sku | variant_sku | ring_size | metal_options | diamond_options | price_diff |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Reviews & Ratings objects from candere.com. All fields typed and schema-versioned.
"review_id": "REV-99281", "sku": "C001234", "reviewer_name": "Priya S.", "rating": 5, "review_text": "Beautiful design and perfect fit.", "verified_buyer": true, "date_posted": "2026-03-14", "helpful_votes": 12
| # | review_id | sku | reviewer_name | rating | review_text | verified_buyer |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Candere scraper handles every layer of the platform including dynamic gold pricing, complex variant matrices, making charge breakdowns, and diamond certification data.
Track daily fluctuations in 14k, 18k, and 22k gold prices applied to products across the entire catalogue.
Isolate the exact making charge percentage and flat fees per SKU to understand competitor margin structures.
Extract carat, cut, colour, clarity, and certification details like IGI or SGL for every studded product.
Capture Double Gold Rate Protection eligibility and booking advance requirements on applicable jewellery.
Map every combination of ring size, metal colour, and diamond quality to its final calculated price.
Extract URLs for product imagery, 360-degree spins, and virtual try-on models for catalogue enrichment.
Capture gross weight, net weight, and metal purity exactly as listed in the technical specifications.
Map products to specific collections like Zekita, Chime, or Nimah for granular market analysis.
Extract estimated shipping dates and pin code serviceability status for logistics planning.
Brief in. Clean data out.
Provide categories, collections, or keyword sets. We design the extraction schema together.
We configure Scrapy and Playwright crawlers, proxy rotation, and session management for candere.com.
Schema validation, null-rate checks, and price-outlier detection before full launch.
JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Jewellery eCommerce relies on dynamic pricing and complex variant structures. Here is how we stay resilient.
Candere calculates final prices dynamically based on live gold rates. We execute the JavaScript required to capture the final calculated price rather than relying on static HTML.
A single ring might have 40 permutations of size, metal, and diamond quality. Our pipeline iterates through the variant matrix to capture every price point accurately.
We use residential proxies and realistic TLS fingerprints to prevent rate limiting when scraping thousands of SKUs daily from the Candere catalogue.
Jewellery sites frequently update promotional banners and DOM structures. We use fallback selectors to maintain data integrity across design changes.
We track the daily gold rate updates and only push records where the final price or availability has changed since the last run, saving compute costs.
Compare making charges and gold rates against other major jewellery retailers to maintain competitive positioning.
Track which collections and design types are frequently updated or pushed out of stock to identify consumer preferences.
Use competitor making charges and discount structures to optimise your own pricing strategy for similar items.
Aggregate diamond specifications and certification data to build comprehensive industry research databases.
Analyse the distribution of 14k versus 18k gold products across different categories to guide inventory purchasing.
Monitor discount frequencies on diamond value versus making charges during major Indian festival seasons.
"Candere holds highly structured data on gold rates, making charges, and diamond grading. Extracting this reveals the exact pricing strategy of modern Indian jewellery retail."
Jewellery pricing is highly dynamic. Gold rates fluctuate daily. Making charges vary by design complexity. We build pipelines that capture this matrix of metal purity, diamond clarity, and variable costs at scale. You get structured pricing data without managing complex crawler infrastructure.
Everything supported by our candere.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 handles crawl orchestration and deduplication. Playwright handles JavaScript rendering and dynamic price hydration.
We maintain pools of residential ISP proxies across India. Rotation happens per request to prevent IP bans.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling and dependency management for daily price runs.
Data delivered to where your team already works — no new tooling required.
About candere.com scraping, legality, and pipeline operations.
Ask us directly →Yes. Our pipeline isolates the base metal cost, making charges, diamond value, and GST exactly as Candere calculates them in their price breakdown interface.
We map the entire variant matrix. A single ring with 10 sizes, 3 metal colours, and 2 diamond qualities results in 60 distinct variant records, each with its own specific price.
Jewellery pricing is tied to daily gold rates. We typically run Candere pipelines on a daily schedule to capture the new rates, but sub-daily cadences are available if needed.
Yes. We extract the certification body (like IGI or SGL), total carat weight, diamond colour, diamond clarity, and the number of diamonds for every studded product.
Yes. We capture the direct URLs for all gallery images, 360-degree spins, and virtual try-on assets associated with the SKU.
We recommend JSON or Parquet for nested variant structures. If you require CSV, we flatten the variants so each size and metal combination gets its own row.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off catalogue export or a continuous daily feed of gold rates and making charges, we scope, build, and operate the pipeline. Tell us what you need.
