La Centrale Vehicle Listings Scraper
Collect public used-vehicle listings from La Centrale result pages, including vehicle details, prices, seller information, and listing links.
Overview
La Centrale Vehicle Listings Scraper turns public used-vehicle result pages into a structured table for market analysis. Each row keeps a vehicle's make and model, variant details, model year, transmission, mileage, fuel type, displayed price, seller information, and detail-page link together.
This makes it easier to compare a set of French used-car listings without manually copying information from individual ads. Pricing, specification, location, and seller signals remain connected to the source listing, so analysts can filter the market while retaining a direct route back to each vehicle page.
Data notes
Records come from vehicle listings publicly visible on the submitted La Centrale result pages at collection time. The input page address is retained for provenance, while the listing address identifies the individual vehicle ad. Price and mileage values preserve the site's displayed text, including the euro symbol and mileage unit when present; they are not converted into normalized numeric values. Seller location can be a French department code rather than a full city name, and the listing label can contain a source status such as “NOT_COMPUTED” rather than a consumer-facing rating. A blank seller phone, label, or other optional value means that the public listing did not provide that field. Removed, private, signed-in-only, or otherwise inaccessible listings are not covered.
What results look like
Each record represents one vehicle listing found on a submitted result page:
| Vehicle title | Model year | Mileage | Listed price | Seller name | Listing URL |
|---|---|---|---|---|---|
| ASTON MARTIN VANQUISH II | 2015 | 43624km | 134900€ | AUTO REAL LAND ROVER MAZDA SUZUKI | https://www.lacentrale.fr/auto-occasion-annonce-87119671804.html |
| ASTON MARTIN VANQUISH II VOLANTE | 2018 | 20400km | 234990€ | BPM Exclusive - Aston Martin Paris | https://www.lacentrale.fr/auto-occasion-annonce-87119320730.html |
| ASTON MARTIN VANQUISH II VOLANTE | 2014 | 28700km | 149000€ | DPM MOTORS | https://www.lacentrale.fr/auto-occasion-annonce-87103251521.html |
Other available columns include “Vehicle details,” “Transmission,” “Fuel type,” “Listing label,” “Seller location,” “Seller phone,” and “Input URL.”
Use cases
- For price benchmarking, compare “Listed price,” “Model year,” and “Mileage” within similar “Vehicle title” and “Vehicle details” groups to see how listings are positioned.
- For inventory segmentation, group “Vehicle title,” “Transmission,” and “Fuel type” to understand which configurations appear in the visible market.
- For dealer coverage analysis, compare “Seller name” and “Seller location,” then retain “Listing URL” for reviewing individual offers.
- For lead-list preparation, combine “Seller name,” “Seller phone,” and “Listing URL” to identify listings with publicly displayed contact information.
Scope & Boundaries
Accepts one or more public La Centrale result-page URLs and a page limit from 1 to 300; returns up to 100,000 publicly visible vehicle records per run, with fields left empty when a listing does not display them.
- Good for
- When you need structured used-vehicle listings from one or more public La Centrale result pages
- When you need comparable prices, mileage, model details, seller information, and listing links for vehicle-market research
- Do not use for
- When you only have a vehicle description and no La Centrale result-page URL
- When you need private, signed-in-only, removed, or unpublished listing data
Failure Handling
Failure and retry behavior declared by the author. We recommend including it in your system prompt when integrating.
- 1If no records are returned, confirm that each submitted URL still opens a public result page with vehicle listings, then retry with a smaller page limit
- 2If a run stops before completion, retry the same URL set once; if it stops again, reduce the number of URLs or the page limit
Input
Parameters required to call this app, generated from the input.schema in manifest.json.
| Field | Business name | Type | Required | Default | Enum / Constraints | Example | Description |
|---|---|---|---|---|---|---|---|
| result_page_urls | La Centrale result-page URLs | array<string> | Yes | — | — | ["https://www.lacentrale.fr/occasion-voiture-modele-aston+martin-vanquish.html"] | Public La Centrale vehicle search or model result-page URLs to collect, with one full URL per item. |
| page_limit | Maximum result pages | integer | Yes | — | 1–300 | 1 | Maximum number of result pages to collect for each submitted URL. Enter a value from 1 to 300; larger values can increase runtime and cost. |
Output
Field structure of a single record, generated from the output.schema in manifest.json.
| Field | Business name | Type | Example | Description |
|---|---|---|---|---|
| input_url | Input URL | string | https://www.lacentrale.fr/occasion-voiture-modele-aston+martin-vanquish.html | Submitted La Centrale result-page URL associated with the vehicle record. |
| title | Vehicle title | string | ASTON MARTIN VANQUISH II | Vehicle make, model, and generation shown in the listing title. |
| subtitle | Vehicle details | string | II COUPE 6.0 573 BOITE TOUCHTRONIC 2 4PL | Trim, body style, engine, transmission, or other variant text displayed beneath the title. |
| year | Model year | string | 2015 | Model year displayed for the vehicle. |
| transmission | Transmission | string | AUTO | Transmission type displayed for the vehicle. |
| mileage | Mileage | string | 43624km | Mileage text displayed for the vehicle, including the unit when present. |
| fuel_type | Fuel type | string | ESSENCE | Fuel or energy type displayed for the vehicle. |
| price | Listed price | string | 134900€ | Vehicle price as displayed in the listing, preserving its currency symbol and formatting. |
| listing_label | Listing label | string | NOT_COMPUTED | Additional label or assessment text returned for the listing when available. |
| seller_name | Seller name | string | AUTO REAL LAND ROVER MAZDA SUZUKI | Dealer or seller name displayed with the listing. |
| location | Seller location | string | 31 | Location or department code displayed for the seller. |
| seller_phone | Seller phone | string | 0536691867 | Public seller phone number displayed with the listing when available. |
| detail_url | Listing URL | string | https://www.lacentrale.fr/auto-occasion-annonce-87119671804.html | Public La Centrale detail-page address for the vehicle listing. |
Record Schema
Output is returned record by record. detail.output.idFieldHint
{
"type": "object",
"properties": {
"input_url": {
"type": "string",
"title": "Input URL",
"description": "Submitted La Centrale result-page URL associated with the vehicle record.",
"prefill": "https://www.lacentrale.fr/occasion-voiture-modele-aston+martin-vanquish.html"
},
"title": {
"type": "string",
"title": "Vehicle title",
"description": "Vehicle make, model, and generation shown in the listing title.",
"prefill": "ASTON MARTIN VANQUISH II"
},
"subtitle": {
"type": "string",
"title": "Vehicle details",
"description": "Trim, body style, engine, transmission, or other variant text displayed beneath the title.",
"prefill": "II COUPE 6.0 573 BOITE TOUCHTRONIC 2 4PL"
},
"year": {
"type": "string",
"title": "Model year",
"description": "Model year displayed for the vehicle.",
"prefill": "2015"
},
"transmission": {
"type": "string",
"title": "Transmission",
"description": "Transmission type displayed for the vehicle.",
"prefill": "AUTO"
},
"mileage": {
"type": "string",
"title": "Mileage",
"description": "Mileage text displayed for the vehicle, including the unit when present.",
"prefill": "43624km"
},
"fuel_type": {
"type": "string",
"title": "Fuel type",
"description": "Fuel or energy type displayed for the vehicle.",
"prefill": "ESSENCE"
},
"price": {
"type": "string",
"title": "Listed price",
"description": "Vehicle price as displayed in the listing, preserving its currency symbol and formatting.",
"prefill": "134900€"
},
"listing_label": {
"type": "string",
"title": "Listing label",
"description": "Additional label or assessment text returned for the listing when available.",
"prefill": "NOT_COMPUTED"
},
"seller_name": {
"type": "string",
"title": "Seller name",
"description": "Dealer or seller name displayed with the listing.",
"prefill": "AUTO REAL LAND ROVER MAZDA SUZUKI"
},
"location": {
"type": "string",
"title": "Seller location",
"description": "Location or department code displayed for the seller.",
"prefill": "31"
},
"seller_phone": {
"type": "string",
"title": "Seller phone",
"description": "Public seller phone number displayed with the listing when available.",
"prefill": "0536691867"
},
"detail_url": {
"type": "string",
"title": "Listing URL",
"description": "Public La Centrale detail-page address for the vehicle listing.",
"prefill": "https://www.lacentrale.fr/auto-occasion-annonce-87119671804.html"
}
},
"required": [
"detail_url"
],
"additionalProperties": false
}Integration
This app can be integrated via MCP, API, SDK, or file export — all channels share the same capabilities and pricing. Every request authenticates with the Authorization: Bearer header using an API Key (long-lived, created in the Open Platform console); MCP clients can also sign in with OAuth, no key required. More options such as CLI and Skill are on the way.
With the MCP (Model Context Protocol), you can call this app directly from AI clients like Claude and Cursor. Pick your client and auth mode, then copy the config below.
Client config
Replace the value after Bearer with your long-lived API Key. Works in any client, CI, or headless environment.
{
"mcpServers": {
"YiJacobJohnRaku__lacentrale-vehicules-scraper": {
"type": "http",
"url": "https://mcp-v2.octoparse.com?pin=YiJacobJohnRaku/lacentrale-vehicules-scraper",
"headers": { "Authorization": "Bearer <YOUR_API_KEY>" }
}
}
}Let AI set it up for you
Don't want to edit configs by hand? Copy the install prompt and paste it into any AI client — it will complete the setup its own way. (The prompt asks the AI to request your API Key from you, so credentials never end up in chat history or shared configs.)
detail.access.mcp.composeHint
Pricing
Charged by the number of records successfully returned. Failed tasks are not charged.
Multiple billing events accumulate independently — see each item for details. Failed tasks are not charged.
Try It Now
Fill in the parameters and run — results come from a real call.