We extract timepiece specifications, movement details, limited edition statuses, and pricing from seikowatches.com. Delivered as clean JSON, CSV, or Parquet to S3 or BigQuery.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Timepiece Specifications objects from seikowatches.com. All fields typed and schema-versioned.
"reference_number": "SRPB41J1", "collection": "Presage", "nickname": "Blue Moon", "case_size_mm": 40.5, "case_thickness_mm": 11.8, "crystal_type": "Box-shaped Hardlex", "water_resistance": "5 bar", "magnetic_resistance": "4,800 A/m"
| # | reference_number | collection | sub_collection | nickname | case_material | case_size_mm |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Movement & Caliber objects from seikowatches.com. All fields typed and schema-versioned.
"caliber_number": "4R35", "movement_type": "Automatic with manual winding", "precision": "+45 to -35 seconds per day", "power_reserve": "Approx. 41 hours", "jewels": 23, "functions": "Stop seconds hand function, Date display"
| # | caliber_number | movement_type | precision | power_reserve | jewels | functions |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Pricing & Availability objects from seikowatches.com. All fields typed and schema-versioned.
"reference_number": "SLA043J1", "region": "US", "currency": "USD", "msrp": 4500.0, "limited_edition": true, "limited_edition_count": 1700, "boutique_exclusive": false, "stock_status": "Out of Stock"
| # | reference_number | region | currency | msrp | status | limited_edition |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Media Assets objects from seikowatches.com. All fields typed and schema-versioned.
"reference_number": "SPB143J1", "primary_image_url": "https://seikowatches.com/media/spb143j1.png", "gallery_urls": "['https://seikowatches.com/media/spb143j1_2.png', 'https://seikowatches.com/media/spb143j1_3.png']", "manual_pdf_url": "https://seikowatches.com/instructions/4R35.pdf", "media_type": "image", "case_back_image_url": "https://seikowatches.com/media/spb143j1_back.png"
| # | reference_number | primary_image_url | gallery_urls | case_back_image_url | video_url | manual_pdf_url |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Store & Boutique Locator objects from seikowatches.com. All fields typed and schema-versioned.
"store_id": "ST-092", "store_name": "Seiko Boutique London", "store_type": "Boutique", "city": "London", "country": "UK", "latitude": 51.5007, "longitude": -0.1246, "services_offered": "['Sales', 'Service', 'Grand Seiko']"
| # | store_id | store_name | store_type | address | city | country |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Seiko scraper normalises unstructured technical specifications into strict horological metrics, capturing every caliber detail and regional pricing variance.
Extract all active references across Prospex, Presage, Astron, 5 Sports, and King Seiko collections.
Capture detailed technical specifications for Spring Drive, automatic, quartz, and solar calibers.
Track MSRP across different regional Seiko sites using localised IP routing and session management.
Monitor production counts, release dates, and boutique-exclusive flags for rare references.
Normalise case sizes, lug-to-lug measurements, and thickness into queryable numeric fields.
Extract case materials, crystal types, LumiBrite application, and bracelet configurations.
Resolve high-resolution image endpoints and technical manual PDF links per reference.
Scrape global boutique and authorised dealer coordinates, contact details, and service offerings.
Maintain historical records of references removed from the active site index.
Brief in. Clean data out.
Provide target collections, regions, or specific caliber families. We design the extraction schema.
We configure Scrapy crawlers, regional proxy routing, and DOM parsing logic for seikowatches.com.
Schema validation, dimension normalisation checks, and asset URL verification before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Seiko uses regional redirects, dynamic model filtering, and non-standardised specification tables. Here is how we normalise the data.
Seiko forces geographic redirects based on IP. We use localised residential proxies to scrape region-specific MSRP and availability.
Case dimensions and materials are often stored as unstructured text strings. We parse these into strict numeric and categorical fields.
High-resolution watch images are loaded dynamically via JavaScript. We intercept XHR requests to capture the raw CDN URLs.
Movements are shared across multiple models. We extract the caliber data once and build relational keys to the respective timepieces.
Instruction manuals are hosted externally or require caliber-specific search. We resolve and append the correct PDF URL to each watch record.
Watch brands and retailers monitor Seiko's MSRP strategies across different global markets.
Grey market dealers correlate official retail prices and limited edition counts with secondary market premiums.
Watch forums and enthusiast platforms populate their reference databases with accurate caliber and dimension specs.
Authorised dealers analyse collection breadth and regional exclusivity to optimise their inventory purchasing.
Authentication services use precise case dimensions, caliber numbers, and dial codes to verify genuine timepieces.
Aftermarket modders and strap manufacturers use lug-width and case dimension data to design compatible accessories.
"Seiko produces thousands of references with granular technical variations. Querying this data requires normalising unstructured text into strict horological metrics."
Extracting watch specifications demands horological context. We parse raw text strings into strict numeric fields for case size, lug width, and frequency. DataFlirt handles the regional IP routing, DOM parsing, and unit normalisation so your analysts receive clean, queryable reference data.
Everything supported by our seikowatches.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 the broad catalogue crawl. Playwright executes JavaScript to resolve dynamic image galleries and regional price overlays.
We maintain ISP proxy pools in key Seiko markets to bypass geo-redirects and capture localised catalogue variations.
Custom Python processors parse horological text strings into strict numeric schemas for dimensions, frequencies, and tolerances.
Data delivered to where your team already works — no new tooling required.
About seikowatches.com scraping, legality, and pipeline operations.
Ask us directly →This pipeline specifically targets seikowatches.com. Grand Seiko and Credor operate on separate domains with different DOM structures, requiring dedicated pipelines.
Seiko automatically redirects users based on IP. We use residential proxies localised to your target market (e.g., US, UK, Japan) to ensure we capture the correct MSRP and regional catalogue.
We can scrape any reference that remains accessible via direct URL. Models completely removed from the server cannot be scraped, but our continuous pipelines maintain historical records of previously active models.
We extract the raw CDN URLs for high-resolution images. If direct asset download is required, we can configure a secondary pipeline to push binaries to your S3 bucket.
Our standard schema normalises dimensions. A raw string like 'Thickness: 13.2mm' is parsed into a numeric float under the case_thickness_mm field.
Given the slow-moving nature of watch catalogues, most clients opt for weekly or monthly full-site crawls. Real-time monitoring is available for high-demand limited editions.
20-minute scoping call. Pilot dataset within the week. Production within two. From case dimensions to regional MSRPs, we build resilient pipelines that deliver structured Seiko catalogue data directly to your warehouse.
