TrustMove UAE 🇦🇪

An AI-powered agentic assistant for relocation and rental trust in the UAE.

🎯 Features

1. Relocation Assistant ("Relocation Fit")

Helps users decide where to live in Dubai based on:

• Work Location: Commute preference.
• Budget: Real-time rent estimation.
• Vibe: Lifestyle matching (e.g., "Family", "Nightlife").

3. Broker Verification (New! 🚀)

Verifies the legitimacy of brokerages and agents in real-time using the Crustdata Company API.

• Entity Verification: Checks if the company exists in public records.
• Trust Signals:
  • 🏢 Established Company: >5 years old (Reduces Risk)
  • 👥 Large Team: >50 employees (Reduces Risk)
  • ✅ Verified Entity: Validated existence (Reduces Risk)

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🛡️ How the Risk Score Works (Scam Rubric)

The "Trust Check" feature uses a deterministic scoring engine (server/services/riskEngine.js) combined with Crustdata Verification.

Maximum Risk Score: 100

• 0-25: ✅ Low Risk
• 26-55: ⚠️ Medium Risk
• 56-100: 🚨 High Risk

Scoring Rules

Category	Signal	Points Added
💰 Price Anomaly	Price is 15-25% below area average	+15
	Price is 26-40% below area average	+25
	Price is >40% below area average	+35
📞 Contact Method	"WhatsApp only" / Refuses calls	+15
⏳ Urgency	"Urgent", "Pay today"	+15
📜 License Check	No RERA / Permit / ORN number mentioned	+15
👀 Viewing Issues	"No viewing", "Keys with security"	+20
💸 Payment Flags	Asks for deposit before viewing	+25 (Critical)
	Asks for Crypto / Wire Transfer	+35 (Critical)
✅ Trust Signals	Verified Entity (Crustdata)	-20 (Reduces Risk)
	Established Company (>5 years)	-10 (Reduces Risk)
	Large Team (>50 employees)	-10 (Reduces Risk)

Example Calculation

Listing: "1BHK in Marina for 40k. Agent from Betterhomes."

• Base Score: 10
• Price Check: ~66% below average (+35)
• Trust Verification: "Betterhomes" verified via Crustdata (-20), Established (-10), Large Team (-10).
• Total Score: 5 -> ✅ LOW RISK (Trust signals outweighed price anomaly).

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🚀 Getting Started

Prerequisites

• Node.js 16+
• Crustdata API Token

Installation

1. Clone the repository
2. Install dependencies:

   npm install

3. Configure Environment: Create a .env file in the root directory:

   CRUSTDATA_API_TOKEN=your_token_here

4. Start the development server (Frontend + Backend):

   npm run dev:full

Tech Stack

• Frontend: React, Vite, Tailwind CSS, Framer Motion
• Backend: Node.js, Express
• APIs: Crustdata Company API (Verification)
• Data: Internal JSON dataset for Dubai areas