We extract loose sapphire inventories, GIA and AGL certificate metadata, high-resolution media, and custom ring setting details. 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 Loose Gemstones objects from thenaturalsapphirecompany.com. All fields typed and schema-versioned.
"item_id": "S10452", "gemstone_type": "Sapphire", "colour": "Blue", "carat_weight": 2.14, "shape": "Oval", "price": 4250.0, "origin": "Ceylon (Sri Lanka)", "treatment": "Unheated"
| # | item_id | gemstone_type | colour | carat_weight | shape | dimensions |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Grading Certificates objects from thenaturalsapphirecompany.com. All fields typed and schema-versioned.
"certificate_id": "GIA-2415982", "lab": "GIA", "report_number": "2415982", "item_id": "S10452", "colour_grade": "Vivid Blue", "treatment_comment": "No indications of heating", "pdf_url": "https://example.com/cert.pdf"
| # | certificate_id | lab | report_number | issue_date | item_id | pdf_url |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Jewellery Settings objects from thenaturalsapphirecompany.com. All fields typed and schema-versioned.
"setting_id": "R1024", "style_name": "Three Stone Halo", "metal_type": "18K White Gold", "side_stone_type": "Diamond", "side_stone_carat": 0.45, "price": 1850.0, "lead_time_days": 14
| # | setting_id | style_name | metal_type | side_stone_type | side_stone_carat | price |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for High Res Media objects from thenaturalsapphirecompany.com. All fields typed and schema-versioned.
"item_id": "S10452", "asset_type": "video", "asset_url": "https://example.com/video.mp4", "is_360_video": true, "resolution": "1080p", "sequence_number": 1, "file_size": 4502000
| # | item_id | asset_type | asset_url | resolution | sequence_number | is_360_video |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Pricing & Inventory objects from thenaturalsapphirecompany.com. All fields typed and schema-versioned.
"item_id": "S10452", "current_price": 4250.0, "currency": "USD", "is_reserved": false, "is_sold": false, "availability_status": "In Stock", "scraped_at": "2026-05-12T09:14:00Z"
| # | item_id | current_price | currency | discount_amount | is_reserved | is_sold |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our scraper handles every layer of the platform: loose gemstone inventories, custom ring settings, GIA certificates, and 360-degree media assets. Built with JavaScript rendering and session management.
Extract carat, cut, colour, clarity, origin, and treatment for every loose sapphire, ruby, and emerald.
Parse GIA, AGL, and GRS report numbers, pdf links, and grading comments directly from listing pages.
Capture high-resolution image arrays, 360-degree video endpoints, and 3D rendering assets.
Map metal types, side stone details, and pricing variations for custom ring settings.
Track stock status, reserved flags, and sold items to maintain accurate inventory replicas.
Monitor base prices, seasonal discounts, and metal-market adjustments across the entire catalogue.
Replicate site taxonomy including colour hue filters, carat ranges, and shape categories.
Traverse deep catalogue pages without missing newly added stones or archived items.
Compute hashes on gem attributes to emit diffs rather than full catalogue dumps, saving compute.
Bypass basic rate limiting and WAF blocks using residential proxies and delayed request timing.
Brief in. Clean data out.
Provide category URLs, gemstone types, or specific metal settings. We design the extraction schema together.
We configure Scrapy crawlers, media asset downloaders, and proxy rotation for thenaturalsapphirecompany.com.
Schema validation, null-rate checks on certificate links, and media url verification before full launch.
JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Extracting high-value gemstone data requires handling complex media endpoints and deeply nested certificate metadata. We manage the infrastructure.
Extracting 360-degree videos requires parsing embedded JavaScript players. We execute Playwright to capture the raw CDN endpoints directly from the DOM.
GIA and AGL reports are often embedded as PDFs or external links. We capture the report numbers and document URLs for downstream OCR or validation.
High-value stones frequently transition between available, reserved, and sold. We poll status indicators at high frequency to prevent stale data.
Ring settings have dozens of permutations including metal type and ring size. We flatten these into structured, queryable records.
We distribute requests across residential IP pools to prevent IP bans during full-catalogue syncs.
Jewellery retailers monitor pricing for untreated sapphires and rubies to calibrate their own margins.
Marketplaces aggregate loose stone inventories to offer virtual catalogues without holding physical stock.
Analysts track popularity of specific origins like Ceylon vs Madagascar and treatments over time.
Computer vision teams use the high-resolution 360-degree videos and images to train gem grading models.
Appraisers cross-reference historical pricing and GIA certificate data against current market offerings.
3D rendering teams extract ring setting details to build virtual try-on experiences.
"The Natural Sapphire Company holds one of the most comprehensive structured datasets for untreated coloured gemstones, querying it requires a dedicated pipeline."
Extracting fine jewellery data goes beyond simple HTML parsing. Capturing 360-degree media assets, parsing GIA certificate links, and monitoring real-time stock reservations requires JavaScript rendering and persistent session management. DataFlirt absorbs that complexity so your engineers can focus on analysis.
Everything supported by our thenaturalsapphirecompany.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 for 360-degree media players.
We distribute requests across ISP proxies to prevent rate limiting during deep catalogue crawls.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling and SLA alerting.
Data delivered to where your team already works — no new tooling required.
About thenaturalsapphirecompany.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information is generally permissible. DataFlirt targets only public product, pricing, and certificate data. We do not extract personal data or circumvent authentication walls.
Yes. We capture the raw CDN endpoints for all high-resolution images, 360-degree videos, and 3D rendering assets embedded in the product pages.
We extract the report numbers, issuing laboratory names, and direct URLs to the PDF certificates linked on the gemstone listings.
We configure pipelines to run at daily or sub-daily cadences to track stock statuses, ensuring reserved or sold items are promptly flagged in your database.
Yes. We extract the full matrix of metal types, side stone options, and pricing for custom ring settings, allowing you to reconstruct the customisation logic.
We distribute requests across residential IP pools and employ request delays modelled on human browsing behaviour to ensure reliable extraction without triggering WAF blocks.
Yes. We provide a sample run of up to 500 loose gemstones or ring settings during the scoping phase to validate schema fit and data quality.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off catalogue dump or a continuous inventory feed across 40,000 loose stones we scope, build, and operate the pipeline. Tell us what you need.
