We extract watch specifications, calibre details, collection hierarchies, and global pricing from Longines. 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 Watch Specifications objects from longines.com. All fields typed and schema-versioned.
"reference_number": "L2.909.4.92.6", "collection": "The Longines Master Collection", "case_material": "Stainless steel", "diameter_mm": 40.0, "water_resistance": "3 bar", "glass_type": "Scratch-resistant sapphire crystal", "price": 2450.0, "currency": "USD"
| # | reference_number | collection | model_name | case_material | case_shape | diameter_mm |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Calibre & Movement objects from longines.com. All fields typed and schema-versioned.
"reference_number": "L2.909.4.92.6", "movement_type": "Automatic", "calibre": "L899", "power_reserve_hours": 72, "frequency_vph": 25200, "cosc_certified": false, "magnetic_resistant": true, "functions": "Hours, minutes, seconds, moon phase and date"
| # | reference_number | movement_type | calibre | power_reserve_hours | frequency_vph | jewels |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Dial & Hands objects from longines.com. All fields typed and schema-versioned.
"reference_number": "L2.909.4.92.6", "dial_colour": "Sunray blue", "hour_markers": "Applied indexes", "hands_type": "Silvered polished hands", "specificities": "Moon phase display", "luminescence_type": "None", "sub_dials_count": 1
| # | reference_number | dial_colour | hour_markers | hands_type | specificities | luminescence_type |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Bracelet & Strap objects from longines.com. All fields typed and schema-versioned.
"reference_number": "L2.909.4.92.6", "strap_material": "Stainless steel", "strap_colour": "Silver", "buckle_type": "Triple safety folding clasp", "interchangeability_system": false, "lug_distance_mm": 21.0, "strap_size": "Standard"
| # | reference_number | strap_material | strap_colour | buckle_type | interchangeability_system | lug_distance_mm |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Pricing & Availability objects from longines.com. All fields typed and schema-versioned.
"reference_number": "L2.909.4.92.6", "region_code": "US", "price": 2450.0, "currency": "USD", "availability_status": "In Stock", "boutique_exclusive": false, "online_exclusive": false, "last_updated_at": "2026-05-12T10:15:00Z"
| # | reference_number | region_code | price | currency | availability_status | boutique_exclusive |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Longines scraper captures the entire catalogue hierarchy: collections, technical specifications, calibre details, and regional pricing. We handle JavaScript rendering, localized sessions, and schema normalisation.
Extract case dimensions, lug distance, materials, glass types, and water resistance ratings for every reference number.
Capture movement type, specific calibre numbers (e.g., L899), power reserve, frequency, and COSC certification status.
Extract localized pricing across different country domains to track global price parity and currency adjustments.
Map parent-child relationships between dial colours, strap variations, and case materials within the same model family.
Monitor stock status, online exclusives, and boutique-only models across regional Longines storefronts.
Extract URLs for primary images, 360-degree views, and detail shots mapped directly to the reference number.
Preserve the taxonomy from overarching families (Elegance, Watchmaking Tradition) down to specific collections (Master Collection, Heritage).
Run pipelines on a weekly or daily cadence. We maintain a hash index and deliver only the records that have changed.
Bypass rate limits and WAF protections using residential proxies and realistic browser fingerprints.
Brief in. Clean data out.
Provide target regions, specific collections, or full catalogue requirements. We map the extraction schema.
We configure Playwright crawlers, proxy routing for regional pricing, and JavaScript rendering logic for longines.com.
Schema validation, checking for null values in critical fields like calibre or price, and data normalisation.
JSON, CSV, or Parquet delivered directly to your S3 bucket, BigQuery, or Snowflake stage.
Luxury watch sites use heavy JavaScript frameworks for high-fidelity product presentations. Here is how we extract structured data from complex frontend applications.
Longines loads technical specifications, calibre details, and pricing dynamically via JavaScript APIs. We use Playwright to execute the page fully, wait for network idle states, and extract the hydrated DOM.
Pricing and availability change based on the user's IP location. We route requests through residential proxies located in your target markets (e.g., Switzerland, US, Japan) to capture accurate local pricing.
A single watch model often has multiple variations (dial colour, strap type). We map these parent-child relationships, ensuring each specific reference number is isolated with its correct attributes and price.
We parse the underlying JSON configuration files loaded by the frontend viewer to extract the raw, high-resolution image URLs and 360-degree asset arrays without downloading the heavy files directly.
Watch specifications often mix units or use inconsistent formatting across collections. We parse strings to extract clean numerical values (e.g., converting '30 bar' to an integer) for immediate database insertion.
Compare official retail prices across global regions against secondary market platforms to identify arbitrage opportunities.
Other luxury watch brands monitor Longines' pricing strategies, collection expansions, and technical specification trends.
Authorised dealers ingest technical specifications and high-resolution image links to populate their own eCommerce storefronts automatically.
Analysts track the introduction of new materials, in-house calibres, and COSC-certified models to gauge market positioning.
Insurance companies and appraisers use the official reference database to verify retail replacement values and technical details.
Watch enthusiast platforms and encyclopedias maintain up-to-date records of calibres, lug widths, and case dimensions.
"Longines maintains a vast, deeply technical catalogue of horological specifications — but extracting accurate calibre and pricing data across regions requires automated infrastructure."
Luxury watch brands structure their web presence around high-resolution imagery and dynamic JavaScript applications. Extracting precise specifications like lug-to-lug distance, COSC certification status, and localized pricing requires headless browsers and residential proxies. DataFlirt manages this pipeline so your analysts can focus on market trends, not DOM parsing.
Everything supported by our longines.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.
Playwright executes the complex JavaScript payloads required to render the full Longines catalogue, extracting data from the hydrated DOM rather than static HTML.
We route requests through residential proxies in specific countries to capture localized pricing and availability without triggering rate limits.
Raw text strings (e.g., 'Power reserve up to 72 hours') are parsed into clean numerical types via Python pipelines before database insertion.
Data delivered to where your team already works — no new tooling required.
About longines.com scraping, legality, and pipeline operations.
Ask us directly →Yes. We can scope the pipeline to target only specific families like the Master Collection, HydroConquest, or Spirit, reducing the total data volume and processing time.
We configure the pipeline to run concurrently across different regional domains (e.g., longines.com/en-us, longines.com/en-gb) using localized residential proxies. The output includes a region_code field for easy price comparison.
We extract the direct URLs to the high-resolution images hosted on the Longines CDN. We do not download the image files directly, but you can use the provided URLs to ingest the assets into your own systems.
We can extract any model that is still publicly accessible via a URL on the site. If Longines removes the page entirely and returns a 404, we cannot extract it. We recommend running continuous pipelines to build your own historical archive.
For catalogue data, a weekly or bi-weekly cadence is usually sufficient. If you are monitoring availability or price changes for specific high-demand models, we can configure daily runs.
Yes. We extract the specific calibre reference (e.g., L888.4), movement type, power reserve, frequency, and whether the movement is COSC certified or features a silicon balance-spring.
20-minute scoping call. Pilot dataset within the week. Production within two. Stop manually copying watch specifications and regional prices. We build and maintain the infrastructure to deliver structured Longines data directly to your warehouse.
