We extract product specifications, material details, sizing availability, pricing signals, and reviews from Mejuri. 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 Product Metadata objects from mejuri.com. All fields typed and schema-versioned.
"product_id": "MJ-R-14K-001", "sku": "14k-gold-dome-ring", "name": "Dome Ring", "category": "Rings", "sub_category": "Chunky Rings", "description": "A bold dome ring crafted in 14k solid gold.", "care_instructions": "Use a soft cloth to clean.", "page_url": "https://mejuri.com/shop/products/dome-ring-14k-gold"
| # | product_id | sku | name | category | sub_category | description |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Pricing & Inventory objects from mejuri.com. All fields typed and schema-versioned.
"sku": "14k-gold-dome-ring-size-6", "base_price": 450.0, "currency": "USD", "size": "6", "in_stock": true, "low_stock_warning": false, "regional_prices": true, "scraped_at": "2026-05-12T09:14:00Z"
| # | sku | base_price | currency | size | in_stock | low_stock_warning |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Materials & Gems objects from mejuri.com. All fields typed and schema-versioned.
"sku": "diamond-necklace-14k", "primary_material": "14k Solid Gold", "plating": "None", "gem_type": "Diamond", "carat_weight": 0.15, "cut": "Round Brilliant", "clarity": "SI1-SI2", "ethical_sourcing": true
| # | sku | primary_material | plating | gem_type | carat_weight | cut |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Reviews objects from mejuri.com. All fields typed and schema-versioned.
"review_id": "REV-982341", "sku": "14k-gold-dome-ring", "rating": 5, "author": "Sarah M.", "review_date": "2026-04-18", "review_text": "Perfect everyday ring. Does not tarnish.", "verified_buyer": true, "helpful_votes": 12
| # | review_id | sku | rating | author | review_date | review_text |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Styling & Media objects from mejuri.com. All fields typed and schema-versioned.
"sku": "14k-gold-dome-ring", "recommended_skus": "['14k-gold-croissant-ring', '14k-gold-hoops']", "collection_name": "Everyday Gold", "worn_with": "['Thin Stacker Ring']", "image_urls": "['cdn.mejuri.com/img1.jpg', 'cdn.mejuri.com/img2.jpg']", "video_urls": "['cdn.mejuri.com/vid1.mp4']"
| # | sku | recommended_skus | collection_name | lookbook_urls | worn_with | styling_notes |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Mejuri scraper handles the DTC frontend: dynamic variant selection, material-specific pricing, size availability, and the review corpus - with JavaScript rendering and anti-bot circumvention built in.
Title, description, dimensions, and every metadata field Mejuri surfaces - scraped per item.
Extract accurate specifications for 14k gold, sterling silver, gold vermeil, titanium, and diamond grades.
Track stock status across every ring size and chain length combination independently.
Capture accurate pricing in USD, CAD, GBP, EUR, and AUD by spoofing geographical headers.
Extract direct CDN URLs for product gallery images, lifestyle shots, and 360-degree videos.
Full review text, star ratings, helpful vote counts, and verified buyer flags - paginated across all reviews.
Extract 'Style it with' and frequently bought together recommendations to map product relationships.
Monitor waitlist status, low stock alerts, and restock notifications per variant.
Run one-off bulk exports or configure continuous pipelines at hourly or daily cadences.
Brief in. Clean data out.
Provide category URLs or SKU lists. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, proxy rotation, session management, and CAPTCHA handling for mejuri.com.
Schema validation, null-rate checks, price-outlier detection, and sample reviews before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
DTC brands use modern SPA frameworks and aggressive bot protection. Here is how we extract clean data without interruption.
Modern DTC platforms block basic HTTP clients. Our crawlers use residential ISP proxies with realistic browser fingerprints and full cookie session management to bypass WAF rules.
Mejuri relies heavily on client-side rendering. We run full Playwright browser sessions to execute JavaScript, trigger lazy-loaded images, and hydrate dynamic pricing widgets.
A single ring might have 3 materials and 8 sizes. Our pipeline systematically iterates through every valid combination to capture accurate stock and price data.
Prices change based on IP location. We route requests through specific regional proxy pools to extract accurate localized pricing across North America and Europe.
We track null-rate spikes, schema drift, and coverage drops. If Mejuri updates their frontend framework, our alerts fire and we adapt the selectors immediately.
Jewelry brands track Mejuri pricing and material specifications to benchmark their own collections.
Analysts monitor which ring sizes and materials sell out fastest to predict consumer demand.
Tracking new collection launches and category expansion to identify whitespace in the fine jewelry market.
Correlating retail price adjustments with raw gold and silver market prices.
ML teams train recommendation engines on 'Style it with' data to build better cross-sell algorithms.
Brands mine Mejuri reviews to identify common complaints about tarnishing, sizing issues, or clasp durability.
"Mejuri sets the benchmark for DTC fine jewelry. Tracking their catalogue provides direct visibility into consumer demand for everyday luxury."
Most teams underestimate the complexity of scraping modern headless commerce sites. Extracting variant matrices, localized pricing, and dynamically loaded reviews requires full browser rendering and proxy management. DataFlirt absorbs that complexity so your engineers can focus on analysis.
Everything supported by our mejuri.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, deduplication, and retry logic. Playwright handles JavaScript rendering, cookie sessions, and interaction flows. Combined via scrapy-playwright middleware.
We maintain pools of residential ISP proxies across US/UK/EU regions. Rotation happens per-request with sticky sessions where required. IP score monitoring prevents blacklisted pool contamination.
Pipelines run on AWS Lambda (burst) and ECS (sustained). 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 mejuri.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information from Mejuri is generally permissible under applicable law. DataFlirt targets only public, non-authenticated product, pricing, and review data. We do not extract personal data or circumvent authentication walls.
We use residential ISP proxies, full Playwright browser sessions with realistic fingerprints, and request timing modelled on human behaviour. Our selectors adapt to DOM changes automatically.
Yes. We route requests through specific regional proxies (US, UK, Canada, Australia) to capture the exact localized pricing Mejuri displays to users in those regions.
Yes. If a ring is available in 14k gold and silver, across sizes 4 to 10, our pipeline iterates through every combination to capture independent stock status and pricing.
We can configure pipelines to run at daily, hourly, or custom intervals depending on your requirement. Faster cadences are ideal for tracking low-stock items.
Yes. We extract full review text, star ratings, author names, dates, and helpful vote counts across all paginated review pages.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off catalogue dump or continuous inventory tracking across all regions - we scope, build, and operate the pipeline. Tell us what you need.
