We extract tyre catalogues, OEM part compatibility, store-specific pricing, and maintenance service availability from Norauto. Delivered as clean JSON, CSV, or Parquet.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Tyres objects from norauto.fr. All fields typed and schema-versioned.
"sku": "2289412", "brand": "Michelin", "model": "CrossClimate 2", "width": 205, "profile": 55, "diameter": 16, "price": 115.9, "season": "All-Season"
| # | sku | brand | model | width | profile | diameter |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Car Parts objects from norauto.fr. All fields typed and schema-versioned.
"part_id": "893412", "category": "Braking", "brand": "Brembo", "product_name": "Brake Pads Front", "price": 45.5, "stock_web": true, "oem_references": "['1J0698151D']"
| # | part_id | category | sub_category | brand | product_name | oem_references |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Store Pricing objects from norauto.fr. All fields typed and schema-versioned.
"store_id": "0451", "store_name": "Norauto Lille Vascq", "postal_code": "59650", "product_id": "2289412", "local_price": 115.9, "available_stock": 12, "click_and_collect_time": "2h"
| # | store_id | store_name | postal_code | city | product_id | local_price |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Workshop Services objects from norauto.fr. All fields typed and schema-versioned.
"service_id": "SRV-102", "service_name": "Vidange Huile Moteur 5W30", "base_price": 79.0, "duration_minutes": 60, "includes_parts": true, "online_booking": true, "vehicle_type": "Passenger Car"
| # | service_id | category | service_name | description | base_price | vehicle_type |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Reviews objects from norauto.fr. All fields typed and schema-versioned.
"review_id": "REV-9921", "product_id": "2289412", "rating": 4.5, "verified_purchase": true, "date_posted": "2024-01-15", "content": "Excellent grip in wet conditions."
| # | review_id | product_id | author | rating | date_posted | verified_purchase |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Our Norauto scraper navigates vehicle selection modals, geolocated store pricing, and dynamic parts compatibility matrices using advanced session management.
Extract dimensions, speed indexes, load ratings, and EU label metrics across all tyre categories.
Map aftermarket parts to original equipment manufacturer codes and compatible vehicle models.
Capture price variances and stock depth across specific Norauto centres in France.
Extract maintenance service prices, fitting costs, and next available booking slots by location.
Bypass licence plate and vehicle selection walls to access restricted compatibility catalogues.
Collect customer ratings, verified purchase flags, and detailed feedback texts for sentiment analysis.
Track flash sales, bundle offers, and seasonal discounts on parts and services.
Monitor real-time inventory levels and collection timeframes for local store fulfilment.
Extract specifications and pricing for electric bikes, scooters, and related accessories.
Brief in. Clean data out.
Provide categories, specific store locations, or target brands. We design the extraction schema together.
We configure Scrapy and Playwright crawlers, proxy rotation, and session management for vehicle selection.
Schema validation, price-outlier detection, and stock status verification before full launch.
JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage.
Retailers use session state and vehicle lookups to block crawlers. We handle the complexity.
Norauto pricing changes based on the selected store. We manage persistent cookie sessions to accurately extract local prices and Click & Collect availability without triggering bot defences.
Accessing specific parts requires selecting a vehicle make, model, and engine. Our Playwright scripts simulate these user flows to unlock the underlying product grids.
Deep catalogue pagination often triggers challenge pages. We use French residential proxies and realistic request timing to maintain continuous access.
Stock status and next available fitting slots are loaded dynamically via API calls. We intercept these network requests to capture data directly from the JSON payloads.
We maintain a hash index of previous runs, emitting only changed records for prices and stock levels to optimise your downstream processing.
Automotive retailers track tyre and part prices across regions to optimise their own pricing strategies.
Brands monitor their product visibility and stock representation against competitors within the Norauto network.
Supply chain analysts track regional stock depth to anticipate demand shifts for seasonal products like winter tyres.
Data teams build comprehensive cross-reference databases linking aftermarket parts to specific vehicle models.
Independent workshops monitor maintenance service rates and fitting costs to remain competitive locally.
Market analysts track the expanding assortment and pricing of electric bikes and scooters in traditional automotive retail.
"Norauto.fr holds the definitive dataset for French automotive aftermarket pricing and OEM compatibility: extracting it requires navigating complex vehicle-selection state machines."
Scraping automotive retailers requires more than simple HTML parsing. It demands managing geolocated session cookies, simulating vehicle registration lookups, and rendering dynamic workshop availability widgets. DataFlirt abstracts this complexity, delivering clean, structured part and pricing data directly to your warehouse.
Everything supported by our norauto.fr 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 manages crawl orchestration while Playwright handles JavaScript rendering and complex interaction flows like vehicle selection modals.
We maintain pools of French residential ISP proxies to ensure accurate localized pricing and bypass regional blocking mechanisms.
Pipelines run on scalable AWS infrastructure, orchestrated by Airflow for reliable scheduling and dependency management.
Data delivered to where your team already works — no new tooling required.
About norauto.fr scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available pricing and catalogue data is generally permissible for business intelligence purposes. We do not extract personal user data or bypass authenticated login walls. Clients must ensure their specific use cases comply with relevant EU regulations.
Our Playwright integration simulates the exact user flow required to select a vehicle make, model, and engine type, allowing us to access the specific parts catalogues hidden behind these interactive elements.
Yes. We manage geolocated session cookies to simulate a user selecting a specific Norauto centre, enabling the extraction of accurate local pricing and stock availability.
We configure pipelines based on your requirements. Daily updates are standard for large catalogues, but high-priority SKUs can be tracked at higher frequencies.
Yes. We capture all technical specifications provided on the product page, including fuel efficiency, wet grip ratings, and external rolling noise values.
We typically begin with defined category extracts, such as the complete tyre catalogue or specific spare parts categories. Contact us to scope your specific data requirements.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a full catalogue extract of tyres or continuous store-level price monitoring, we scope, build, and operate the pipeline. Tell us what you need.
