# French Market Intelligence — Jobs, Real Estate & Product Prices (`apikiy/french-market-intelligence`) Actor

All-in-one French market data: jobs, real estate, and product prices

- **URL**: https://apify.com/apikiy/french-market-intelligence.md
- **Developed by:** [Julien ApiKiy](https://apify.com/apikiy) (community)
- **Categories:** Lead generation
- **Stats:** 2 total users, 0 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $10.00 / 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.

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

## French Market Intelligence Bundle

Scrape French job listings, real estate, and product data in one powerful actor.

### Features

- **Jobs**: France Travail (ex-Pôle Emploi) job listings
- **Real Estate**: Bien'ici property listings
- **Products**: Amazon price tracking

### Usage

```json
{
  "searchQueries": ["développeur web"],
  "maxResults": 10
}
```

### Output

Structured JSON with job titles, salaries, locations, company names, and more.

### Pricing

- Actor Start: $0.01
- Per Result: $0.01

# Actor input Schema

## `modules` (type: `array`):

Comma-separated: jobs, realestate, products

## `jobQueries` (type: `array`):

Comma-separated job titles to search for

## `jobLocations` (type: `array`):

Comma-separated locations to search

## `jobSources` (type: `array`):

Comma-separated: wttj, indeed (indeed requires proxy)

## `realestateCity` (type: `string`):

City to search for properties

## `realestateType` (type: `string`):

appartement or maison

## `realestateMaxPrice` (type: `integer`):

Maximum price in euros

## `realestateSources` (type: `array`):

Comma-separated: bienici, leboncoin, seloger (leboncoin/seloger require proxy)

## `productSearchTerms` (type: `array`):

Comma-separated product names to track

## `maxPages` (type: `integer`):

Number of pages to scrape per source (1-10)

## `useProxy` (type: `boolean`):

Enable proxy for Indeed, LeBonCoin, SeLoger

## Actor input object example

```json
{
  "modules": [
    "jobs",
    "realestate",
    "products"
  ],
  "jobQueries": [
    "développeur"
  ],
  "jobLocations": [
    "Paris"
  ],
  "jobSources": [
    "wttj"
  ],
  "realestateCity": "Paris",
  "realestateType": "appartement",
  "realestateMaxPrice": 500000,
  "realestateSources": [
    "bienici"
  ],
  "productSearchTerms": [
    "iPhone 15"
  ],
  "maxPages": 1,
  "useProxy": false
}
```

# 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 = {};

// Run the Actor and wait for it to finish
const run = await client.actor("apikiy/french-market-intelligence").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 = {}

# Run the Actor and wait for it to finish
run = client.actor("apikiy/french-market-intelligence").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 '{}' |
apify call apikiy/french-market-intelligence --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/acts/iyu2bkcS1NTBWUmBk/builds/bOCVjEe3wc7tejINm/openapi.json