# Leboncoin Scraper (`parseforge/leboncoin-scraper`) Actor

Scrapes Leboncoin.fr, Frances largest marketplace, for property, vehicles, jobs and goods. Extracts pricing, location, seller info, images, vehicle specs, property details and more. Supports keyword search, category and region filters. Free: 10 items. Paid: unlimited access with 2-hour free trial!!!

- **URL**: https://apify.com/parseforge/leboncoin-scraper.md
- **Developed by:** [ParseForge](https://apify.com/parseforge) (community)
- **Categories:** E-commerce, Lead generation, Other
- **Stats:** 24 total users, 3 monthly users, 90.3% runs succeeded, 2 bookmarks
- **User rating**: 5.00 out of 5 stars

## Pricing

Pay per event

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

![ParseForge Banner](https://raw.githubusercontent.com/ParseForge/apify-assets/main/banner.jpg)

## 🇫🇷 Leboncoin Classifieds Scraper

> 🕒 **Last updated:** 2026-05-05


Whether you're tracking French real estate prices, monitoring vehicle listings for market analysis, or collecting product data across France's largest classifieds marketplace - this actor makes it easy to collect structured data from Leboncoin at scale.

> **The Leboncoin Scraper extracts millions of classifieds listings, with real-time pricing, location data, and seller information - plus full category and filter support.**

### ✨ What Does It Do

- 🔍 **Search by keyword** across all Leboncoin categories or narrow by specific category
- 🏠 **Real estate tracking** - apartments, houses, land with surface area, room count, bedrooms
- 🚗 **Vehicle listings** - cars, motorcycles with brand, model, year, mileage
- 💼 **Job listings** - employment opportunities with salary info
- 🛍️ **Product listings** - consumer goods across all categories
- 📍 **Region filtering** - focus on specific French regions or departments
- 💰 **Price range filtering** - min/max price to target specific budgets
- 📸 **Image extraction** - all listing photos with URLs
- 🔢 **Full attribute extraction** - category-specific fields (vehicle specs, property features, etc.)

### 🎬 Demo Video

_Coming soon_

### 🔧 Input

Provide a search keyword and/or category to get started. The actor accepts a JSON configuration with search filters. For example, to search for BMW cars in Île-de-France priced between €5,000 and €30,000:

```json
{
  "searchQuery": "BMW",
  "category": "vehicules",
  "region": "ile_de_france",
  "priceMin": 5000,
  "priceMax": 30000,
  "maxItems": 50
}
````

### 📊 Output

The actor returns structured JSON with the following fields for each listing:

| Field | Type | Description |
|-------|------|-------------|
| `listingId` | String | Unique Leboncoin listing identifier |
| `title` | String | Listing title |
| `price` | Number | Price in EUR |
| `priceFormatted` | String | Formatted price (e.g., "5 000 €") |
| `category` | String | Listing category |
| `location` | String | City/region location |
| `region` | String | French administrative region |
| `department` | String | French department code |
| `description` | String | Full listing description |
| `listingUrl` | String | Direct URL to listing |
| `imageUrls` | Array | Array of image URLs |
| `firstImageUrl` | String | Primary image URL |
| `thumbnailUrl` | String | Thumbnail image URL |
| `sellerName` | String | Seller or owner name |
| `sellerType` | String | "particulier" or "professionnel" |
| `postingDate` | String | Original posting date |
| `lastUpdated` | String | Last update date |
| `attributes` | Object | Category-specific attributes |
| `vehicleType` | String | Vehicle type (for vehicules) |
| `vehicleBrand` | String | Vehicle brand (for vehicules) |
| `vehicleModel` | String | Vehicle model (for vehicules) |
| `vehicleYear` | Integer | Year of manufacture (for vehicules) |
| `vehicleMileage` | Integer | Mileage in km (for vehicules) |
| `propertyType` | String | Property type (for immobilier) |
| `surfaceArea` | Number | Surface area in m² (for immobilier) |
| `roomCount` | Integer | Number of rooms (for immobilier) |
| `bedroomCount` | Integer | Number of bedrooms (for immobilier) |
| `hasGarden` | Boolean | Has garden (for immobilier) |
| `hasParking` | Boolean | Has parking (for immobilier) |
| `hasElevator` | Boolean | Has elevator (for immobilier) |
| `furnished` | String | Furnished status (for immobilier) |
| `scrapedAt` | String | ISO timestamp of scrape |

Example output item:

```json
{
  "listingId": "123456789",
  "title": "BMW Série 3 320d Pack M",
  "price": 24500,
  "priceFormatted": "24 500 €",
  "category": "vehicules",
  "location": "Paris 75015",
  "region": "ile_de_france",
  "department": "75",
  "vehicleBrand": "BMW",
  "vehicleModel": "Série 3",
  "vehicleYear": 2019,
  "vehicleMileage": 45000,
  "listingUrl": "https://www.leboncoin.fr/voitures/123456789.htm",
  "scrapedAt": "2026-04-06T23:15:00.000Z"
}
```

### 💎 Why Choose the Leboncoin Scraper?

| Feature | ParseForge Leboncoin | Manual Collection | Other Scrapers |
|---------|---------------------|-------------------|-----------------|
| Full category coverage | ✅ All categories | ❌ Time consuming | ⚠️ Limited |
| Real-time price extraction | ✅ Automated | ❌ Tedious | ⚠️ Inconsistent |
| Region & price filtering | ✅ Built-in | ❌ Manual filter | ⚠️ Not supported |
| Vehicle specs extraction | ✅ Brand, model, year, mileage | ❌ Copy-paste | ❌ Not available |
| Property data | ✅ Surface, rooms, parking | ❌ Manual | ❌ Not available |
| Batch collection | ✅ Up to 1M items | ❌ Impossible | ⚠️ Limited |
| Residential proxy support | ✅ Automatic | ❌ Not available | ⚠️ Extra cost |

### 📋 How to Use

**Sign up** - [Create a free Apify account](https://console.apify.com/sign-up?fpr=vmoqkp) with $5 credits included.

**Configure** - Set your search keyword, category, region, and price filters in the input JSON.

**Run it** - Execute the actor and receive structured JSON with all listings.

That's it. No coding, no setup, no proxy configuration - just pure data.

### 🎯 Business Use Cases

- 🏢 **Real Estate Analyst** - Track property prices across French regions to identify investment opportunities and market trends before competitors
- 🚗 **Auto Dealer** - Monitor competitor listings for used vehicles to price your inventory competitively and spot market gaps
- 📈 **Market Researcher** - Collect classifieds data to analyze consumer behavior, pricing trends, and supply patterns across France
- 🏭 **Procurement Manager** - Track equipment and supplies listings to find cost-effective sourcing options

***

### ✨ Why choose this Actor

| | Capability |
|---|---|
| 🎯 | **Built for the job.** Scoped specifically to this data source so you skip the parser engineering entirely. |
| 🔖 | **Structured output.** Clean, typed fields ready for analysis, dashboards, or downstream pipelines. |
| ⚡ | **Fast.** Optimized request patterns return results in seconds, not minutes. |
| 🔁 | **Always fresh.** Every run pulls live data, so the dataset reflects the source as of run time. |
| 🌐 | **No infra to manage.** Apify handles proxies, retries, scaling, scheduling, and storage. |
| 🛡️ | **Reliable.** Battle-tested across many runs and edge cases, with graceful error handling. |
| 🚫 | **No code required.** Configure in the UI, run from CLI, schedule via cron, or call from any language with the Apify SDK. |

> 📊 Production-grade structured data without the engineering overhead of building and maintaining your own scraper.

***

### 📈 How it compares to alternatives

| Approach | Cost | Coverage | Refresh | Filters | Setup |
|---|---|---|---|---|---|
| **⭐ Leboncoin Classifieds Scraper** *(this Actor)* | $5 free credit, then pay-per-use | Full source coverage | **Live per run** | Source-native filters supported | ⚡ 2 min |
| Build your own scraper | Engineering hours | Full once built | Whenever you maintain it | Custom code | 🐢 Days to weeks |
| Paid managed APIs | $$$ monthly | Vendor-defined | Live | Vendor-defined | ⏳ Hours |
| Third-party data dumps | Varies | Subset, often stale | Periodic | None | 🕒 Variable |

Pick this Actor when you want broad coverage, server-side filtering, and no pipeline maintenance.

***

### 🚀 How to use

1. 📝 **Sign up.** [Create a free account with $5 credit](https://console.apify.com/sign-up?fpr=vmoqkp) (takes 2 minutes).
2. 🌐 **Open the Actor.** Go to the Leboncoin Classifieds Scraper page on the Apify Store.
3. 🎯 **Set input.** Configure the input fields in the form (or paste a JSON), then set `maxItems`.
4. 🚀 **Run it.** Click **Start** and let the Actor collect your data.
5. 📥 **Download.** Grab your results in the **Dataset** tab as CSV, Excel, JSON, or XML.

> ⏱️ Total time from signup to downloaded dataset: **3-5 minutes.** No coding required.

***

### 💼 Business use cases

<table>
<tr>
<td width="50%" valign="top">

#### 📊 Data & Analytics

- Build trend reports and dashboards from live source data
- Feed BI tools, warehouses, and ML pipelines with structured records
- Run periodic snapshots to track changes over time
- Compare segments, regions, or categories with consistent fields

</td>
<td width="50%" valign="top">

#### 🏢 Operations & Strategy

- Monitor competitor moves, pricing, and inventory shifts
- Build internal directories and lookup tools backed by current data
- Power workflows that depend on fresh source records
- Cut manual data-gathering time from hours to minutes

</td>
</tr>
<tr>
<td width="50%" valign="top">

#### 🎯 Marketing & Growth

- Identify market opportunities and trending topics
- Research target audiences and customer personas at scale
- Power lead-generation pipelines with verified records
- Track sentiment, reviews, or social signals over time

</td>
<td width="50%" valign="top">

#### 🛠️ Engineering & Product

- Prototype features that need real-world data without owning a crawler
- Replace fragile in-house scrapers with a managed Actor
- Wire datasets into your apps via the Apify API or webhooks
- Skip the proxy, retry, and parsing maintenance entirely

</td>
</tr>
</table>

***

### 🌟 Beyond business use cases

Data like this powers more than commercial workflows. The same structured records support research, education, civic projects, and personal initiatives.

<table>
<tr>
<td width="50%">

#### 🎓 Research and academia

- Empirical datasets for papers, thesis work, and coursework
- Longitudinal studies tracking changes across snapshots
- Reproducible research with cited, versioned data pulls
- Classroom exercises on data analysis and ethical scraping

</td>
<td width="50%">

#### 🎨 Personal and creative

- Side projects, portfolio demos, and indie app launches
- Data visualizations, dashboards, and infographics
- Content research for bloggers, YouTubers, and podcasters
- Hobbyist collections and personal trackers

</td>
</tr>
<tr>
<td width="50%">

#### 🤝 Non-profit and civic

- Transparency reporting and accountability projects
- Advocacy campaigns backed by public-interest data
- Community-run databases for local issues
- Investigative journalism on public records

</td>
<td width="50%">

#### 🧪 Experimentation

- Prototype AI and machine-learning pipelines with real data
- Validate product-market hypotheses before engineering spend
- Train small domain-specific models on niche corpora
- Test dashboard concepts with live input

</td>
</tr>
</table>

### 🤖 Ask an AI assistant about this scraper

Open a ready-to-send prompt about this ParseForge actor in the AI of your choice:

- 💬 [**ChatGPT**](https://chat.openai.com/?q=How%20do%20I%20use%20the%20LEBONCOIN%20SCRAPER%20Scraper%20by%20ParseForge%20on%20Apify%3F%20Show%20me%20input%20examples%2C%20output%20fields%2C%20common%20use%20cases%2C%20and%20how%20to%20integrate%20it%20into%20a%20workflow.)
- 🧠 [**Claude**](https://claude.ai/new?q=How%20do%20I%20use%20the%20LEBONCOIN%20SCRAPER%20Scraper%20by%20ParseForge%20on%20Apify%3F%20Show%20me%20input%20examples%2C%20output%20fields%2C%20common%20use%20cases%2C%20and%20how%20to%20integrate%20it%20into%20a%20workflow.)
- 🔍 [**Perplexity**](https://perplexity.ai/search?q=How%20do%20I%20use%20the%20LEBONCOIN%20SCRAPER%20Scraper%20by%20ParseForge%20on%20Apify%3F%20Show%20me%20input%20examples%2C%20output%20fields%2C%20common%20use%20cases%2C%20and%20how%20to%20integrate%20it%20into%20a%20workflow.)
- 🅒 [**Copilot**](https://copilot.microsoft.com/?q=How%20do%20I%20use%20the%20LEBONCOIN%20SCRAPER%20Scraper%20by%20ParseForge%20on%20Apify%3F%20Show%20me%20input%20examples%2C%20output%20fields%2C%20common%20use%20cases%2C%20and%20how%20to%20integrate%20it%20into%20a%20workflow.)

***

### ❓ Frequently Asked Questions

**Q: Does this work for all Leboncoin categories?**
A: Yes - the scraper supports all main categories: vehicles (voitures, motorcycles), real estate (immobilier), rentals (Locations), for sale (Ventes), jobs (Emplois), and services.

**Q: Can I filter by specific French regions?**
A: Absolutely - the `region` parameter accepts French administrative region codes like "ile\_de\_france", "provence\_alpes\_cote\_azur", "occitanie", etc.

**Q: How does pricing work for vehicle listings?**
A: The actor extracts both the numeric price value and formatted price string. Vehicle listings include brand, model, year, and mileage for comprehensive market analysis.

**Q: What's the maximum number of listings I can collect?**
A: Paid users can collect up to 1,000,000 listings per run. Free users are limited to 10 items as a preview.

**Q: Can I use this for real estate price tracking?**
A: Yes - the actor extracts property-specific fields including surface area, room count, bedroom count, parking availability, garden, elevator, and furnished status.

**Q: Does it extract listing images?**
A: Yes - all available image URLs are extracted and available as `imageUrls`, `firstImageUrl`, and `thumbnailUrl`.

### 🔗 Integrate Leboncoin Scraper with any app

- [Apify API](https://docs.apify.com/api/v2) - Programmatic access to run actors and manage datasets
- [Webhook integrations](https://docs.apify.com/integrations/webhooks) - Trigger workflows on actor completion
- [Google Sheets](https://docs.apify.com/integrations/google-sheets) - Export data directly to spreadsheets
- [Zapier](https://docs.apify.com/integrations/zapier) - Connect to 5,000+ apps with no code
- [Slack](https://docs.apify.com/integrations/slack) - Get notified when scraping completes

### 🔌 Integrate with any app

Leboncoin Classifieds Scraper connects to any cloud service via [Apify integrations](https://apify.com/integrations):

- [**Make**](https://docs.apify.com/platform/integrations/make) - Automate multi-step workflows
- [**Zapier**](https://docs.apify.com/platform/integrations/zapier) - Connect with 5,000+ apps
- [**Slack**](https://docs.apify.com/platform/integrations/slack) - Get run notifications in your channels
- [**Airbyte**](https://docs.apify.com/platform/integrations/airbyte) - Pipe results into your warehouse
- [**GitHub**](https://docs.apify.com/platform/integrations/github) - Trigger runs from commits and releases
- [**Google Drive**](https://docs.apify.com/platform/integrations/drive) - Export datasets straight to Sheets

You can also use webhooks to trigger downstream actions when a run finishes. Push fresh data into your product backend, or alert your team in Slack.

***

### 💡 More ParseForge Actors

- [parseforge/autozone-scraper](https://apify.com/parseforge/autozone-scraper) - Auto parts catalog with fitment data and inventory
- [parseforge/cars24-scraper](https://apify.com/parseforge/cars24-scraper) - Used car listings with condition reports
- [parseforge/rockauto-scraper](https://apify.com/parseforge/rockauto-scraper) - Auto parts pricing across thousands of categories

[Browse our complete collection](https://apify.com/store?search=parseforge) of 400+ web scraping actors.

### 🚀 Ready to Start?

[Create a free account with $5 credit](https://console.apify.com/sign-up?fpr=vmoqkp)

### 🆘 Need Help?

- [FAQ](https://docs.apify.com/actors/faqs) - Common questions about Apify actors
- [Documentation](https://docs.apify.com/actors) - Full actor documentation
- [Contact form](https://apify.com/contact) - Reach our team for custom integrations

### ⚠️ Disclaimer

> This Actor is an independent tool and is not affiliated with, endorsed by, or connected to Leboncoin SAS or any of its subsidiaries. All data is extracted from publicly accessible web pages. Users are responsible for ensuring their use of the data complies with Leboncoin's terms of service and applicable laws.

***

### 🔗 Recommended Actors

- [**🔍 Google Search Scraper**](https://apify.com/parseforge/google-search-scraper) - Multi-engine SERP results with country and language targeting
- [**🗺️ Nominatim OSM Scraper**](https://apify.com/parseforge/nominatim-osm-scraper) - Geocode addresses via OpenStreetMap
- [**📊 Indexmundi Scraper**](https://apify.com/parseforge/indexmundi-scraper) - Global demographic and economic indicators
- [**📰 RAG Web Browser**](https://apify.com/parseforge/rag-web-browser) - Crawl and extract clean text from any URL for AI retrieval
- [**🌐 Website Content Crawler**](https://apify.com/parseforge/website-content-crawler) - Crawl entire sites and export structured content

> 💡 **Pro Tip:** browse the complete [ParseForge collection](https://apify.com/parseforge) for more reference-data scrapers.

***

**🆘 Need Help?** [**Open our contact form**](https://tally.so/r/BzdKgA) to request a new scraper, propose a custom data project, or report an issue.

# Actor input Schema

## `searchQuery` (type: `string`):

Keyword to search for on Leboncoin (e.g., 'voiture', 'appartement', 'iphone')

## `category` (type: `string`):

Leboncoin category filter. Options: toutes (all), immobilier (real estate), vehicules (vehicles), Locations (rentals), Ventes (for sale), Emplois (jobs), Services

## `region` (type: `string`):

French region or department to filter results (e.g., 'ile\_de\_france', 'provence\_alpes\_cote\_azur', 'rhone')

## `priceMin` (type: `integer`):

Minimum price filter in EUR

## `priceMax` (type: `integer`):

Maximum price filter in EUR

## `startUrls` (type: `array`):

Direct Leboncoin listing URLs to scrape

## `maxItems` (type: `integer`):

Maximum number of listings to collect. Free users: Limited to 10 items (preview). Paid users: Optional, max 1,000,000

## `proxyConfig` (type: `object`):

Proxy configuration for residential proxy support

## Actor input object example

```json
{
  "searchQuery": "voiture BMW",
  "category": "toutes",
  "region": "ile_de_france",
  "priceMin": 1000,
  "priceMax": 50000,
  "startUrls": [],
  "maxItems": 10,
  "proxyConfig": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

# Actor output Schema

## `overview` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "searchQuery": "iphone",
    "maxItems": 10
};

// Run the Actor and wait for it to finish
const run = await client.actor("parseforge/leboncoin-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "searchQuery": "iphone",
    "maxItems": 10,
}

# Run the Actor and wait for it to finish
run = client.actor("parseforge/leboncoin-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "searchQuery": "iphone",
  "maxItems": 10
}' |
apify call parseforge/leboncoin-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=parseforge/leboncoin-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Leboncoin Scraper",
        "description": "Scrapes Leboncoin.fr, Frances largest marketplace, for property, vehicles, jobs and goods. Extracts pricing, location, seller info, images, vehicle specs, property details and more. Supports keyword search, category and region filters. Free: 10 items. Paid: unlimited access with 2-hour free trial!!!",
        "version": "1.0",
        "x-build-id": "OyoQTnZsYWlDWJJQp"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/parseforge~leboncoin-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-parseforge-leboncoin-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/parseforge~leboncoin-scraper/runs": {
            "post": {
                "operationId": "runs-sync-parseforge-leboncoin-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/parseforge~leboncoin-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-parseforge-leboncoin-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "properties": {
                    "searchQuery": {
                        "title": "Search Keyword",
                        "type": "string",
                        "description": "Keyword to search for on Leboncoin (e.g., 'voiture', 'appartement', 'iphone')",
                        "default": ""
                    },
                    "category": {
                        "title": "Category",
                        "enum": [
                            "toutes",
                            "immobilier",
                            "vehicules",
                            "Locations",
                            "Ventes",
                            "Emplois",
                            "Services"
                        ],
                        "type": "string",
                        "description": "Leboncoin category filter. Options: toutes (all), immobilier (real estate), vehicules (vehicles), Locations (rentals), Ventes (for sale), Emplois (jobs), Services",
                        "default": "toutes"
                    },
                    "region": {
                        "title": "Region",
                        "type": "string",
                        "description": "French region or department to filter results (e.g., 'ile_de_france', 'provence_alpes_cote_azur', 'rhone')",
                        "default": ""
                    },
                    "priceMin": {
                        "title": "Minimum Price (EUR)",
                        "type": "integer",
                        "description": "Minimum price filter in EUR"
                    },
                    "priceMax": {
                        "title": "Maximum Price (EUR)",
                        "type": "integer",
                        "description": "Maximum price filter in EUR"
                    },
                    "startUrls": {
                        "title": "Listing URLs",
                        "type": "array",
                        "description": "Direct Leboncoin listing URLs to scrape",
                        "items": {
                            "type": "string"
                        },
                        "default": []
                    },
                    "maxItems": {
                        "title": "Max Items",
                        "minimum": 1,
                        "maximum": 1000000,
                        "type": "integer",
                        "description": "Maximum number of listings to collect. Free users: Limited to 10 items (preview). Paid users: Optional, max 1,000,000",
                        "default": 10
                    },
                    "proxyConfig": {
                        "title": "Proxy Configuration",
                        "type": "object",
                        "description": "Proxy configuration for residential proxy support",
                        "properties": {
                            "useApifyProxy": {
                                "type": "boolean",
                                "title": "Use Apify Proxy",
                                "description": "Enable Apify residential proxy",
                                "default": true,
                                "editor": "checkbox"
                            },
                            "apifyProxyGroups": {
                                "type": "array",
                                "title": "Proxy Groups",
                                "description": "Proxy groups to use",
                                "default": [
                                    "RESIDENTIAL"
                                ],
                                "items": {
                                    "type": "string",
                                    "enum": [
                                        "RESIDENTIAL",
                                        "DATACENTER",
                                        "RESIDENTIAL, DATACENTER"
                                    ]
                                },
                                "editor": "select"
                            },
                            "apifyProxyCountry": {
                                "type": "string",
                                "title": "Proxy Country",
                                "description": "ISO country code for proxy location",
                                "default": "",
                                "editor": "textfield"
                            }
                        },
                        "default": {
                            "useApifyProxy": true,
                            "apifyProxyGroups": [
                                "RESIDENTIAL"
                            ]
                        }
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```