# SeLoger France Real Estate Listings & Agent Leads Scraper (`scrapers_lat/seloger-france-scraper`) Actor

Scrape SeLoger France property listings for sale or rent: price, price per m2, surface, rooms, bedrooms, property type, city, postal code, energy class, listing URL plus agency name, phone and contact details. Search by city or paste search URLs. Export to JSON, CSV or Excel.

- **URL**: https://apify.com/scrapers\_lat/seloger-france-scraper.md
- **Developed by:** [Scrapers Lat](https://apify.com/scrapers_lat) (community)
- **Categories:** Real estate, Lead generation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $24.00 / 1,000 results

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 web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
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.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — 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

## SeLoger France Real Estate Listings & Agent Leads Scraper

> Extract property listings from SeLoger, one of France's largest real estate portals, for sale or rent. Get price, price per m2, surface, rooms, bedrooms, property type, city, postal code, department, energy class and the direct listing URL, plus agency name, phone number and contact details for every listing. Search by city name or paste your own filtered search URLs, and export clean structured data for market research, lead generation and price analysis.

**📥 [Input](https://apify.com/scrapers_lat/seloger-france-scraper/input-schema) · 📤 [Output](https://apify.com/scrapers_lat/seloger-france-scraper/output-schema) · 💰 [Pricing](https://apify.com/scrapers_lat/seloger-france-scraper/pricing) · ▶️ [Examples](https://apify.com/scrapers_lat/seloger-france-scraper/examples)**

![Apify](https://img.shields.io/badge/Platform-Apify-1CE1CE?logo=apify\&logoColor=white)
![Real estate](https://img.shields.io/badge/Data-Real%20estate-blue)
![Output](https://img.shields.io/badge/Output-JSON%20%7C%20CSV%20%7C%20Excel-orange)

<table><tr>
<td align="center"><strong>Price, m2 & surface</strong><br>per listing</td>
<td align="center"><strong>Agency name & phone</strong><br>contact leads</td>
<td align="center"><strong>JSON / CSV / Excel</strong><br>output formats</td>
</tr></table>

<br>

### What you get

Every listing is returned as a flat, spreadsheet-ready row with:

- **Property**: title, property type, operation (for sale / for rent), rooms, bedrooms, surface in m2, energy class, new-build and exclusive flags, photo count and main photo.
- **Price**: total price, price per m2, monthly price for rentals, currency and the formatted price text.
- **Location**: city, district, postal code and department code.
- **Contact leads**: agency or contact name, phone number, whether an email is available, agency reference and agency page URL.
- **Link**: the direct listing URL, plus which search produced the row.

You are only charged for real listing rows. Empty runs cost nothing.

### Who is it for

| Use case | Who benefits |
|---|---|
| Lead generation | Agencies and PropTech teams building lists of listing agents and phones |
| Market research | Analysts tracking prices, price per m2 and inventory by city |
| Investment | Buyers and investors comparing yields and spotting new listings |
| Data & dashboards | Builders feeding French real estate data into their own apps |

### How to use it

1. Enter one or more **Cities or places** (for example `Paris`, `Lyon`, `Bordeaux`).
2. Choose the **Operation** (for sale or for rent) and the **Property type**.
3. Optionally paste your own filtered **Search URLs** to reuse exact filters.
4. Set **Max Listings To Scrape** and run. Export as JSON, CSV or Excel, or pull it through the Apify API.

### Frequently Asked Questions

**Can I scrape both sales and rentals?**
Yes. Set Operation to for sale (vente) or for rent (location). Rentals also include the monthly price.

**How do I reuse my own filters (price, size, rooms)?**
Apply your filters on the site, copy the resulting search URL and paste it into the Search URLs field. The actor scrapes exactly that search.

**Does it include agency contact details?**
Yes. Each listing carries the agency or contact name and phone number where the source publishes them, plus a flag for whether an email contact is available.

**How fresh is the data?**
Listings are read live at run time, so each record reflects what is published at the moment of the run (see observedAt).

### Export, API and AI agents (x402 + MCP)

Export the scraped data to **JSON, CSV or Excel**, pull it as a **dataset** through the Apify **API**, or wire it into your app with **no code**. This web scraper and data extractor also works for bulk data extraction and scheduled runs.

For AI agents: this Actor is available on **x402**, Apify's agentic payment standard built with Coinbase. An AI agent can discover, pay for and run it on its own with a funded wallet and a single HTTP request: no account, no subscription, no API key and no human in the loop. It also runs as an **MCP** tool inside Claude, Cursor and other AI clients out of the box. Learn more about [x402 agentic payments on Apify](https://docs.apify.com/platform/integrations/x402).

### Related scrapers

- [France Company Registry Scraper (SIREN, Officers, Finances)](https://apify.com/scrapers_lat/france-company-search-scraper)
- [Singapore PropertyGuru Listings Scraper](https://apify.com/scrapers_lat/singapore-propertyguru-scraper)
- [Google Maps Business Leads & Contacts Scraper](https://apify.com/scrapers_lat/google-maps-scraper)

### More scrapers at scrapers.lat

This actor is built and maintained by [scrapers.lat](https://scrapers.lat), where we publish scrapers for public platforms: finance, news, real estate, jobs, e-commerce and government data. Browse the full catalog or ask us for a custom scraper at [scrapers.lat](https://scrapers.lat).

***

> This actor is an independent tool and has no affiliation with SeLoger. It only accesses publicly available listing data. Use the results in accordance with the source's terms.

# Actor input Schema

## `cities` (type: `array`):

One or more French city, district or department names to search (for example "Paris", "Lyon", "Bordeaux"). Each name is resolved to its SeLoger location automatically. Leave empty if you provide Search URLs instead.

## `operation` (type: `string`):

Whether to scrape properties for sale (vente) or for rent (location). Applies to searches built from the Cities field.

## `propertyType` (type: `string`):

Which property types to include for searches built from the Cities field.

## `searchUrls` (type: `array`):

Optional. Paste one or more SeLoger search (list.htm) result URLs to scrape exactly those searches with all your filters. Used in addition to any Cities above.

## `maxListings` (type: `integer`):

Maximum number of listings to collect across the whole run.

## Actor input object example

```json
{
  "cities": [
    "Paris"
  ],
  "operation": "vente",
  "propertyType": "apartments_houses",
  "searchUrls": [],
  "maxListings": 10
}
```

# Actor output Schema

## `results` (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 = {
    "cities": [
        "Paris"
    ],
    "searchUrls": [],
    "maxListings": 10
};

// Run the Actor and wait for it to finish
const run = await client.actor("scrapers_lat/seloger-france-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 = {
    "cities": ["Paris"],
    "searchUrls": [],
    "maxListings": 10,
}

# Run the Actor and wait for it to finish
run = client.actor("scrapers_lat/seloger-france-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 '{
  "cities": [
    "Paris"
  ],
  "searchUrls": [],
  "maxListings": 10
}' |
apify call scrapers_lat/seloger-france-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/m3vxcuKINBkQZasaD/builds/3syLHdRVtXZbKBVW1/openapi.json