Mubawab Real Estate & Phone Lead Scraper (Morocco & Tunisia)

Extract verified real estate listings, seller contacts, price per m², and direct WhatsApp links from Mubawab.ma and Mubawab.tn.

Unlike generic scrapers that miss phone numbers due to client-side obfuscation, this Actor features native phone decryption to deliver verified telephone numbers and one-click WhatsApp chat links for every listing.

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🌟 Why Use This Scraper?

• 📱 Verified Phone Numbers & Direct WhatsApp Links: Decrypts hidden advertiser contact numbers and provides international https://wa.me/... links for instant CRM outreach.
• 🏢 Seller Type Classification: Automatically distinguish between direct owners (Particulier) and real estate agencies / developers (Professionnel).
• 📐 Calculated Price per m²: Instantly calculates price per square meter to help you evaluate real estate deals and market rates.
• ⚡ Ultra-Fast & Cost-Efficient: Powered by lightweight HTTP streaming with CheerioCrawler (no heavy headless browsers required). Scrapes hundreds of leads per minute on minimal Apify compute units.
• 🇲🇦 🇹🇳 Multi-Country Coverage: Fully compatible with both Mubawab Morocco (mubawab.ma) and Mubawab Tunisia (mubawab.tn).
• 🔄 Automated Pagination: Effortlessly handles search results and category pagination (:p:1, :p:2, etc.).

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💼 Commercial Use Cases

• Real Estate Agencies & Brokers: Discover FSBO (For Sale By Owner) properties to pitch your listing and brokerage services.
• Property Investors & Wholesalers: Identify below-market apartments, villas, and commercial real estate with calculated price/m².
• B2B Lead Generation & Call Centers: Generate targeted, phone-verified contact lists for mortgage brokers, renovators, interior designers, and moving companies.
• PropTech & Market Intelligence: Track property price trends, rental yields, and inventory across Casablanca, Marrakech, Rabat, Tangier, Tunis, and beyond.

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📥 Input Configuration

Configure the scraper easily using the Apify Console form or JSON:

Parameter	Type	Required	Default	Description
startUrls	Array	Yes	[{"url": "https://www.mubawab.ma/fr/sc/appartements-a-vendre"}]	One or more Mubawab search or category URLs (apartments, villas, offices, land).
maxItems	Integer	No	50	Maximum number of property leads to extract.
extractPhoneNumbers	Boolean	No	true	When enabled, decrypts telephone numbers and formats direct WhatsApp chat links.
sellerTypeFilter	String	No	"ALL"	Filter results by "ALL", "Particulier" (owners only), or "Professionnel" (agencies/developers only).
proxyConfiguration	Object	No	{ "useApifyProxy": true }	Apify proxy settings. Standard Datacenter proxies work seamlessly without residential proxy costs.

Example Input (JSON)

{
    "startUrls": [
        { "url": "https://www.mubawab.ma/fr/sc/appartements-a-vendre" },
        { "url": "https://www.mubawab.ma/fr/ct/casablanca/immobilier-a-vendre" }
    ],
    "maxItems": 100,
    "extractPhoneNumbers": true,
    "sellerTypeFilter": "Particulier"
}

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📤 Output Format

Data is stored in the default dataset and can be exported as JSON, CSV, Excel (XLSX), or XML, or integrated with Make, Zapier, Webhooks, or Google Sheets.

Sample Output Record

{
    "listing_id": "8422711",
    "title": "Bel appartement à vendre à Guéliz. Superficie 56 m². Grande terrasse",
    "seller_type": "Professionnel",
    "price_dh": 1100000,
    "surface_m2": 56,
    "price_per_m2": 19643,
    "city": "Marrakech",
    "neighborhood": "Guéliz",
    "latitude": 31.634,
    "longitude": -8.012,
    "phone_number": "06 61 88 69 44",
    "whatsapp_url": "https://wa.me/212661886944",
    "listing_url": "https://www.mubawab.ma/fr/a/8422711/bel-appartement-a-vendre-a-gueliz",
    "scraped_at": "2026-10-24T21:27:51.405Z"
}

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🚀 How to Run

1. Click Try for free or Run on the Apify Actor page.
2. Enter your target Mubawab search URL (e.g., search for villas for sale in Marrakech).
3. Set your desired lead cap (maxItems).
4. Click Start and download your leads in Excel or CSV once the run completes.