IAD l'agence Scraper

Last updated: January 17, 2026

🎯 Why use this scraper?

Extract 15,000+ real estate advisors in less than 2 minutes with complete contact information, location data, and professional details.

Perfect for real estate professionals, market researchers, and businesses who need comprehensive advisor databases to identify contacts, analyze market coverage, or build prospect lists.

✅ What you get

22 data fields per advisor including:

• Contact information: Email (auto-generated), phone number (decoded from API)
• Personal details: First name, last name, full name, gender
• Location data: Postal code, region
• Professional information: Agent ID, local ID, RSAC number and place, profile URL, photo
• Activity metrics: Reviews count, reviews rating average, property count
• Additional data: Languages spoken, professional description

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🚀 Key Features

📊 Complete Advisor Data Extraction

Extract every detail from IAD l'agence advisors:

• ✅ Contact details: Email and phone number for direct outreach
• ✅ Location information: Postal code and region for geographic targeting
• ✅ Professional credentials: RSAC registration numbers and locations
• ✅ Activity metrics: Reviews and property counts for qualification
• ✅ Profile data: Photos, descriptions, and profile URLs

🔄 Automatic Sitemap Parsing

Discover all advisors automatically:

• Parses the official IAD sitemap to find all advisor URLs
• No manual URL collection needed
• Always up-to-date with the latest advisors

⚡ Fast API-Based Extraction

Lightning-fast data extraction:

• Direct API calls (no HTML parsing needed)
• Parallel processing with configurable concurrency
• Phone numbers decoded from Base64 hash automatically
• Email addresses auto-generated from slug format

📄 Complete Network Coverage

Scrape the entire IAD network:

• All advisors from the official sitemap
• 100% coverage of available advisors
• Structured data ready for analysis

🔍 Advanced Filtering Options

Target specific advisors with powerful filters:

• Geographic filters: Filter by region or postal code
• Activity filters: Filter by property count or reviews count
• Combined filters: Use multiple filters together for precise targeting
• Real-time filtering: Filters applied after extraction for accurate results

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💼 Use Cases and Client Benefits

🏢 For Real Estate Agencies and Networks

The Problem: You need to identify and contact IAD advisors for partnerships, recruitment, or market analysis, but manually collecting contact information from hundreds of profiles is time-consuming and error-prone.

The Solution: Extract all advisor data with structured contact information to build comprehensive databases and identify prospects.

Client Benefits:

• 📊 Complete database: All advisors with 22 structured fields each
• 📧 Direct contact: Email and phone numbers ready for outreach
• 🎯 Geographic targeting: Filter by postal code or region
• 💰 Qualification data: Reviews and property counts to prioritize contacts
• ⚡ Time savings: Build a complete database in minutes, not days

ROI: Identify and contact qualified advisors faster. One successful partnership can generate significant revenue.

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📊 For Market Researchers and Analysts

The Problem: You need comprehensive advisor data for market analysis, but manual collection is slow, expensive, and incomplete.

The Solution: Extract structured advisor data from the entire IAD network for comparative analysis and market mapping.

Client Benefits:

• 📊 Complete datasets: All advisors with 22 structured fields each
• 🔍 Market coverage: Analyze geographic distribution and coverage
• 📈 Activity analysis: Study reviews, ratings, and property counts
• 💾 Structured data: Ready for analysis in CSV, JSON, or Excel
• 🎯 Competitive intelligence: Map advisor networks and territories

ROI: Complete market research in hours instead of weeks. Deliver insights that command premium consulting fees.

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🎯 For Lead Generation and Prospecting

The Problem: You need to build prospect lists of real estate advisors, but finding contact information is difficult and time-consuming.

The Solution: Extract all advisor contact details with emails and phone numbers for direct outreach campaigns.

Client Benefits:

• 📧 Email addresses: Auto-generated in standard format (slug@iadfrance.fr)
• 📞 Phone numbers: Direct contact numbers decoded from API
• 🎯 Targeted lists: Filter by location, activity level, or credentials
• ⚡ Automated collection: Build prospect lists automatically
• 💰 Higher conversion: Contact qualified advisors directly

ROI: Build prospect lists 10x faster. More contacts = more opportunities = more revenue.

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🏠 For Real Estate Technology Companies

The Problem: You need to understand the IAD advisor network for product development, partnerships, or market entry, but you don't have structured data.

The Solution: Extract complete advisor profiles to analyze network structure, coverage, and advisor characteristics.

Client Benefits:

• 🎯 Network analysis: Understand geographic coverage and distribution
• 📊 Advisor profiles: Analyze activity levels, reviews, and credentials
• 💡 Product insights: Identify advisor needs and preferences
• 📈 Market entry: Map territories and identify key regions
• ⚡ Data-driven decisions: Make strategic decisions based on complete data

ROI: Make informed product and partnership decisions. Avoid costly mistakes with complete market data.

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📈 Concrete Results: Before vs. After

Before (without the scraper)

• ⏱️ 5-10 hours to manually collect data from 100 advisors
• 📝 Visit each profile page individually
• ❌ Risk of missing advisors or information
• 🔄 Repetitive copy-paste work
• 💸 High opportunity cost (time you could spend on outreach)
• 😓 Stress from incomplete or unstructured data
• 📊 No easy way to filter or analyze advisors

After (with the scraper)

• ⚡ Less than 2 minutes to extract 15,000+ advisors with complete structured data
• ✅ 22 data fields automatically extracted per advisor
• 📊 Ready export in CSV format - no formatting needed
• 🎯 Instant filtering and analysis in structured data
• 💰 Higher revenue: Contact more advisors faster
• 😊 Professional confidence: Deliver comprehensive, accurate databases
• 📈 Easy analysis: Filter by location, activity, or credentials instantly

Time saved: 95% reduction in data collection time
Speed: 15,000+ advisors in under 2 minutes
Quality improvement: 100% data coverage vs. selective manual extraction
Analysis capability: Structured data ready for advanced analytics

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💰 Costs and Optimization

💵 Actual Cost Breakdown (Based on Real Run - 13,000 advisors)

Total cost: ~$0.62 for 13,000 advisors (~$0.000048 per advisor)

Service	Usage	Cost
Actor compute units	0.3388	$0.136
Dataset writes	13,000	$0.065
Data transfer internal	0.10 GB	$0.005
Data transfer external	0.02 GB	$0.003
Proxy residential data transfer	0.04 GB	$0.412
Total		$0.621

Cost per advisor: ~$0.000048 (less than $0.0001 per advisor)

📊 Cost Scaling

Based on actual run data:

• 100 advisors: ~$0.005
• 1,000 advisors: ~$0.05
• 10,000 advisors: ~$0.48
• 15,000 advisors: ~$0.72

Note: The main cost driver is residential proxy data transfer ($0.412 for 13,000 advisors). If you disable proxies or use datacenter proxies (when API allows), costs can be reduced significantly.

💡 Cost Optimization Tips

1. Start small: Test with a few advisors to validate everything works (~$0.005 for 100 advisors)
2. Hybrid proxy strategy: The scraper uses a hybrid approach - tries without proxy first, only uses proxy on 403 errors. This minimizes proxy costs.
3. Disable failed retry: If you accept missing some results, disable enableFailedRetry to reduce execution time and costs
4. Adjust concurrency: Increase maxConcurrency for faster processing (reduces compute time)

Recommended Starting Configuration

For testing:

{
    "maxConcurrency": 5,
    "requestTimeout": 15000,
    "enableFailedRetry": false
}

Cost: ~$0.005 to test with 100 advisors

For full network extraction (15,000+ advisors):

{
    "maxConcurrency": 50,
    "requestTimeout": 10000,
    "enableFailedRetry": true
}

Cost: ~$0.72 for 15,000+ advisors | Time: Less than 2 minutes

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📋 Complete Data Fields Extracted

22 data fields per advisor organized in the following categories:

Category	Field Name	Description	Example
Identification	slug	URL-friendly identifier	thierry.limousin
	firstName	First name	Thierry
	lastName	Last name	Limousin
	fullName	Complete full name	Thierry Limousin
Contact Information	email	Professional email (auto-generated)	thierry.limousin@iadfrance.fr
	phone	Phone number (decoded from API)	+33663585387
Location Data	city	City name	Bonne
	postalCode	French postal code (5 digits)	74380
	region	Region name	Auvergne-Rhône-Alpes
Professional Information	url	Full profile URL	https://www.iadfrance.fr/conseiller-immobilier/thierry.limousin
	photo	Profile photo URL	https://images.playiad.com/profile-picture/...
	description	Professional description	HTML description text
	agentId	Unique agent ID	111584
	localId	Local agent ID	91750
	gender	Gender	male, female
	languages	Languages spoken	Anglais, Espagnol
Legal & Credentials	rsac	RSAC registration number	999057524
	rsacPlace	RSAC registration place	THONON LES BAINS
Activity Metrics	reviewsCount	Number of reviews received	0
	reviewsRatingAverage	Average review rating	0
	propertyCount	Number of properties managed	0
Metadata	extractedAt	Extraction timestamp (ISO format)	2026-01-17T22:30:02.429Z

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💡 How to Use the Data

Lead Generation

Use email and phone fields to build prospect lists and contact advisors directly for partnerships or recruitment.

Geographic Analysis

Filter by postal code or region to analyze market coverage and identify territories with high or low advisor density.

Qualification Scoring

Use reviews count, rating average, and property count to prioritize high-performing advisors for outreach.

Network Mapping

Analyze the complete IAD network structure, geographic distribution, and advisor characteristics for market research.

CRM Integration

Import CSV data directly into CRM systems (Salesforce, HubSpot, etc.) for automated lead management.

Export to Analytics Tools

Import CSV data into Excel, Google Sheets, or business intelligence tools for advanced analysis and reporting.

Create Reports

Generate professional reports for stakeholders with key metrics and insights from advisor data.

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🎁 What You Receive

• ✅ Complete advisor database with 15,000+ advisors from IAD network
• ✅ Extracted in less than 2 minutes - lightning-fast performance
• ✅ 22 structured data fields per advisor automatically extracted
• ✅ Export in CSV format - ready for analysis
• ✅ Up-to-date data extracted directly from IAD API
• ✅ Ready to use - no additional processing needed
• ✅ Structured and clean - perfect for analysis or import
• ✅ Contact information - emails and phone numbers ready for outreach

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📖 Input Configuration

Basic Configuration

{
    "maxConcurrency": 50,
    "requestTimeout": 10000
}

Advanced Configuration with Filters

{
    "maxConcurrency": 50,
    "requestTimeout": 10000,
    "filterRegion": ["Île-de-France"],
    "filterPostalCode": "",
    "filterMinPropertyCount": 5,
    "filterMaxPropertyCount": 0,
    "filterMinReviewsCount": 0
}

Parameter Reference

🔍 Geographic Filters

Parameter	Type	Default	Description
filterRegion	string[]	[]	Filter by region(s). Select one or multiple regions from dropdown list (14 regions available). Leave empty array for all regions.
filterPostalCode	string	""	Filter by postal code (e.g., "75001", "69001"). Leave empty for all postal codes.

📊 Activity Filters

Parameter	Type	Default	Description
filterMinPropertyCount	number	0	Include only advisors with at least this number of properties (e.g., 5 for advisors with 5+ properties). Set to 0 for no limit.
filterMaxPropertyCount	number	0	Include only advisors with at most this number of properties (e.g., 50 for advisors with 50 properties or less). Set to 0 for no limit.
filterMinReviewsCount	number	0	Include only advisors with at least this number of reviews (e.g., 10 for advisors with 10+ reviews). Set to 0 for no limit.

⚡ Performance Settings

Parameter	Type	Default	Description
maxConcurrency	number	50	Maximum number of concurrent API requests (1-100). Optimal: 50 (238 req/s)
requestTimeout	number	10000	Request timeout in milliseconds (5000-60000)

Filter Examples

Extract advisors in Île-de-France only:

{
    "filterRegion": "Île-de-France"
}

Extract advisors in Île-de-France with at least 10 properties:

{
    "filterRegion": "Île-de-France",
    "filterMinPropertyCount": 10
}

Extract advisors with 5-50 properties and at least 5 reviews:

{
    "filterMinPropertyCount": 5,
    "filterMaxPropertyCount": 50,
    "filterMinReviewsCount": 5
}

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🚀 Installation and Usage

Local Installation

cd scrapers/iad-scraper
npm install

Local Execution

$npm start

The scraper will use the input.json file for configuration.

Apify Platform

1. Push the Actor to Apify: apify push
2. Configure input in the Apify web interface
3. Run the Actor
4. Download results from the Dataset

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📞 Support

Need help using the scraper or customizing the extraction? Contact me:

• Email: corentin@outreacher.fr
• LinkedIn: https://www.linkedin.com/in/robertcorentin/

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Extract 15,000+ IAD advisors in less than 2 minutes. Transform hours of manual data collection into instant structured, actionable data. Build comprehensive advisor databases and make data-driven decisions that grow your business.