We extract complete watch catalogues, technical specifications, movement details, and regional pricing from Frederique Constant. 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 Models objects from frederiqueconstant.com. All fields typed and schema-versioned.
"reference_number": "FC-718NWM4H6", "collection_name": "Highlife", "model_name": "Worldtimer Manufacture", "price": 4295.0, "currency": "CHF", "limited_edition": false, "availability_status": "In Stock"
| # | reference_number | collection_name | model_name | price | currency | limited_edition |
|---|---|---|---|---|---|---|
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Complete list of extractable fields for Technical Specs objects from frederiqueconstant.com. All fields typed and schema-versioned.
"reference_number": "FC-718NWM4H6", "case_material": "Stainless Steel", "case_diameter_mm": 41.0, "case_thickness_mm": 12.9, "water_resistance_atm": 5, "dial_colour": "Blue", "crystal_type": "Sapphire", "strap_material": "Alligator Leather"
| # | reference_number | case_material | case_diameter_mm | case_thickness_mm | water_resistance_atm | dial_colour |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Movement Data objects from frederiqueconstant.com. All fields typed and schema-versioned.
"calibre_id": "FC-718", "movement_type": "Automatic", "power_reserve_hours": 38, "jewels": 26, "frequency_vph": 28800, "complications": "['Worldtimer', 'Date']", "in_house_manufacture": true
| # | calibre_id | movement_type | power_reserve_hours | jewels | frequency_vph | complications |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Regional Pricing objects from frederiqueconstant.com. All fields typed and schema-versioned.
"reference_number": "FC-718NWM4H6", "region_code": "US", "price": 4495.0, "currency": "USD", "tax_included": false, "availability_status": "Available", "scraped_at": "2026-05-12T09:14:00Z"
| # | reference_number | region_code | price | currency | tax_included | shipping_estimate |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Boutique Locator objects from frederiqueconstant.com. All fields typed and schema-versioned.
"store_id": "LOC-842", "store_name": "Bucherer Geneva", "store_type": "Authorized Retailer", "city": "Geneva", "country": "Switzerland", "phone_number": "+41 22 319 62 66", "latitude": 46.2044, "longitude": 6.1432
| # | store_id | store_name | store_type | address_line_1 | city | country |
|---|---|---|---|---|---|---|
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Our Frederique Constant scraper parses complex watch specifications, movement details, and regional pricing grids. We handle the JavaScript rendering, geo-IP rotation, and schema normalisation.
Extract data at the individual reference number level, mapping parent collections to specific dial and strap variations.
Parse detailed movement data including frequency, jewel count, power reserve, and specific complications.
Capture pricing across CHF, USD, EUR, and GBP by routing requests through region-specific residential proxies.
Extract high-resolution dial shots, caseback images, and lifestyle photography URLs associated with each reference.
Scrape store locator data to map authorised retailers, monobrand boutiques, and service centres globally.
Capture specialized technical fields for the Horological Smartwatch and Vitality collections, including sensor arrays and battery life.
Identify numbered limited editions and extract total production run sizes for rarity analysis.
Locate and extract URLs for calibre-specific user manuals and technical documentation.
Run pipelines daily or weekly to detect new releases, discontinued models, and price adjustments.
Brief in. Clean data out.
Provide target collections, specific reference numbers, or regional domains. We design the extraction schema.
We configure Scrapy crawlers with Playwright for dynamic rendering and set up geo-specific proxy routing.
Schema validation, null-rate checks, and specification accuracy verification before full launch.
Clean structured data pushed to your S3 bucket, Snowflake stage, or via Webhook on your defined cadence.
Luxury watch sites use heavy JavaScript frontends and geo-fencing. Here is how our infrastructure extracts the data reliably.
Frederique Constant relies on JavaScript for loading watch variations and 3D viewers. We use Playwright to execute the DOM fully, ensuring we capture all specification nodes before extraction.
Pricing and availability change based on the visitor's IP address. We route requests through residential proxies in Switzerland, the US, and the UK to capture accurate regional pricing grids.
Watch specifications are often nested in complex HTML tables or accordion elements. We use multi-layer fallback chains to extract case, dial, and calibre details even if the frontend layout shifts.
We bypass lazy-loading mechanisms to extract the source URLs for maximum-resolution watch imagery, bypassing thumbnail placeholders.
We maintain a state index of the catalogue. Subsequent runs only push data when prices change, new models are added, or existing references are archived.
Compare official retail prices against secondary market platforms to calculate premium or depreciation margins per reference.
Swiss watch brands monitor Frederique Constant's accessible luxury pricing tiers to inform their own product positioning.
Watch aggregators and encyclopedias ingest calibre specifications and complication details to populate their reference libraries.
Analysts track the introduction of new in-house manufacture movements and smartwatch models to gauge industry trends.
Authentication platforms use exact case dimensions, jewel counts, and dial configurations to train verification models.
Authorised dealers sync official specifications and high-resolution assets directly into their own eCommerce platforms.
"Frederique Constant publishes deep horological data — from in-house calibres to intricate complications — but extracting it requires a precision pipeline."
Scraping luxury watch catalogues involves navigating geo-fenced pricing, extracting nested technical specifications, and rendering dynamic 3D model viewers. DataFlirt handles the proxy rotation, JavaScript execution, and schema normalisation so your team gets clean, queryable horological data without maintaining the extraction infrastructure.
Everything supported by our frederiqueconstant.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 executes JavaScript to render dynamic specification tables and pricing widgets.
We utilise ISP-grade residential proxies to bypass geo-blocking, allowing accurate extraction of regional pricing and availability.
Pipelines run on AWS ECS with Airflow managing scheduling and dependencies. All extraction state is stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About frederiqueconstant.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available horological specifications and pricing from frederiqueconstant.com is generally permissible. DataFlirt targets only public, non-authenticated catalogue data. We do not attempt to bypass login walls to extract private customer or warranty data.
We route our crawlers through residential IP pools in specific target countries (e.g., Switzerland, USA, UK). This forces the site to render the correct local currency, tax inclusions, and regional MSRP.
Yes. We bypass front-end compression and lazy-loading scripts to locate the source URLs for the highest resolution dial, caseback, and lifestyle images available on the server.
Yes. For the Horological Smartwatch and Vitality lines, our schema adapts to capture specific fields like battery life, sensor arrays, and companion app compatibility.
We typically run full catalogue syncs on a weekly or daily cadence. Because the total number of references is relatively small, a full site sweep completes in under an hour.
We offer baseline packages for complete catalogue extraction delivered weekly. For custom schemas or daily multi-region pricing syncs, we provide a scoped quote based on compute requirements.
Yes. We parse the calibre descriptions to flag 'Manufacture' movements built in-house versus those based on third-party ebauches.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off export of the Frederique Constant catalogue or continuous multi-region price tracking — we build and operate the pipeline. Tell us what you need.
