Bayut Agent & Lead Extractor

Build real-estate lead lists from Bayut — the UAE's largest property portal — as clean, structured JSON. Extract agents (brokers) with their direct phone, WhatsApp and email, or agencies (brokerages) with phone and RERA licences, plus service areas, specialities, languages, ratings and live listing counts.

Every lead comes straight from Bayut's mobile search index, so one request per page already carries the full contact record — fast, reliable, and no login or CAPTCHA.

---

Who uses this

• Lead-generation & sales teams — pull targeted broker contact lists (phone, WhatsApp, email) by area or specialisation for outreach.
• Recruiters & brokerages — find and rank top-performing agents by sale/rent volume, TruBroker status and service area.
• PropTech & data teams — maintain an up-to-date directory of UAE agents and agencies with a stable JSON schema.
• Market analysts — measure agency size (agent counts, listing volumes) and competitive footprint across communities.

---

Output fields

Agents (entityType = agents)

Field	Type	Description
entity_type	string	agent
id	string	Bayut agent external ID
name	string	Agent name
profile_url	string	Bayut broker profile URL
phone	string	Direct phone
whatsapp	string	WhatsApp number
email	string	Email address
phone_numbers / cell_numbers	array	All listed numbers
agency	object	{ id, name, slug }
is_trubroker	boolean	Verified TruBroker
is_highly_responsive / is_quality_lister	boolean	Quality signals
sale_count / rent_count / daily_rent_count	number	Live listing counts
total_ads	number	Total active ads
trucheck_count / check_count	number	Verified-listing counts
total_xp	number	Bayut experience points
specialities	array	e.g. Off-Plan Sales, Commercial Leasing
service_areas / service_area_ids	array	Communities served
languages	array	Languages spoken
about	string	Agent bio
image	string	Profile photo URL
scraped_at	string	Extraction timestamp (ISO-8601)

Agencies (entityType = agencies)

Field	Type	Description
entity_type	string	agency
id	string	Agency external ID
name	string	Agency name
profile_url	string	Bayut company profile URL
phone / mobile / phone_numbers	string/array	Agency contact
location / locations	string/array	Head office & coverage
agents_count	number	Number of agents
trubroker_agent_count	number	Verified agents
ads_sale_count / ads_rent_count	number	Live listing counts
elite_status / is_featured	boolean	Bayut status flags
purpose	array	for-sale / for-rent
licenses	array	{ number, authority }
rera_licenses	array	RERA licence numbers
logo	string	Agency logo URL
scraped_at	string	Extraction timestamp (ISO-8601)

---

High-value use cases

1. Targeted outreach — extract all TruBroker agents serving Dubai Marina with phone + WhatsApp + email, ready for your CRM or dialer.
2. Agency prospecting — pull agencies with their RERA licences and agent counts to prioritise partnerships or B2B sales.
3. Recruiting — rank agents by sale_count / rent_count and specialities to headhunt top performers in a specific community.
4. Market mapping — quantify how many agents cover each area and which specialities dominate.

---

Input parameters

Field	Type	Default	Description
entityType	string	agents	agents or agencies
query	string	—	Name/keyword to match
location	string	Dubai Marina	Service-area filter (agents), auto-resolved
locationExternalIds	array	—	Exact Bayut location IDs (advanced)
agentIds	array	—	Specific agent IDs (direct mode)
trubrokerOnly	boolean	false	Only TruBroker agents
maxItems	integer	100	Stop after this many leads
perPage	integer	25	Page size (advanced)
language	string	en	en or ar

Example input

{
    "entityType": "agents",
    "location": "Dubai Marina",
    "trubrokerOnly": true,
    "maxItems": 200
}

Example output (one agent, trimmed)

{
    "entity_type": "agent",
    "id": "2805597",
    "name": "OSA REAL ESTATE",
    "profile_url": "https://www.bayut.com/brokers/osa-real-estate-2805597.html",
    "phone": "+97155569372",
    "whatsapp": "+971555693722",
    "email": "osamaalawaad@yahoo.com",
    "agency": { "id": "109860", "name": "OSA Real Estate", "slug": "osa-real-estate-109860" },
    "is_trubroker": true,
    "sale_count": 23,
    "rent_count": 0,
    "specialities": ["Off-Plan Sales", "Commercial Leasing", "Residential Sales"],
    "service_areas": ["Downtown Dubai", "Al Barsha", "Jumeirah Village Circle (JVC)"],
    "languages": ["English", "Arabic"],
    "scraped_at": "2026-07-27T10:00:00+00:00"
}

---

Scheduling & integrations

• Schedule recurring runs to keep your lead lists fresh.
• Webhooks on finish; export to Google Sheets, Make, Zapier, Amazon S3, or download as JSON/CSV/Excel.
• Pull results directly through the Apify API into your CRM pipeline.

Use with AI assistants (MCP)

Available through the Apify MCP server, so AI assistants (Claude, ChatGPT and other MCP clients) can call it as a tool to build lead lists inside an agent workflow.

---

FAQ

Do agents include real contact details? Yes — phone, whatsapp and email come directly from Bayut's agent index for the vast majority of agents.

Can I target a specific area? Yes — set location (e.g. "Business Bay") to filter agents by service area, or trubrokerOnly for verified brokers only.

How many leads per run? Up to maxItems. Bayut caps deep pagination near 50,000 results per query — narrow by location or query to exhaust larger sets.

Agencies too? Set entityType = agencies to extract brokerages with phone, RERA licences, agent counts and listing volumes instead.

Is it reliable? It uses Bayut's mobile API (structured JSON), so it does not break on website changes and needs no CAPTCHA solving.

Is this legal? The actor collects publicly available professional listing data. You are responsible for using contact data in line with Bayut's terms and applicable laws (including UAE privacy and anti-spam rules such as consent for marketing outreach).

---

Not affiliated with or endorsed by Bayut. "Bayut" is a trademark of its owner and used here for descriptive purposes only.