AI Buyer Qualification & Property Matching System for Dubai Brokerages
An AI Buyer Qualification & Property Matching costs $1,200 – $2,500 at PINCLER and takes 12–20 days to build. Qualify the buyer and send three matching properties before your agent calls back.
The price moves inside the $1,200 – $2,500 band based on how many of the features you need, the number of integrations, the number of user roles and whether existing data has to be migrated. That band is possible because AI coding tools write the first draft while senior engineers review every line, add automated tests and harden security. It covers this one workflow with standard integrations and never exceeds $2,500.
- Fixed price
- $1,200 – $2,500
- Delivery
- 12–20 days
- Built with
- Claude · GPT · Gemini · Cursor · Claude Code
An AI agent that qualifies budget, end-user or investor intent and mortgage status, then matches live inventory and sends three options with ROI and payment plan detail.
The problem
Agents in a small brokerage spend most of their day on enquiries that were never going to transact: a AED 900k budget for a Palm Jumeirah villa, a tenant enquiring on a sales listing, an investor who wanted off-plan payment plans and got sent a ready secondary unit. Qualification happens on the phone, if it happens at all, and the notes live in one agent's head. Meanwhile the genuinely serious buyer who enquired at midnight waits until tomorrow.
What we build
PINCLER builds an AI qualification agent that talks to the buyer on WhatsApp or web chat within seconds of the enquiry: budget and payment method, end-user or investor, off-plan or ready, area and bedroom preference, visa and mortgage pre-approval status, and timeline. It scores the lead, matches your live inventory and sends three properties with price, service charge, payment plan and indicative ROI. Claude handles the conversation and long-document reasoning over brochures, GPT and Gemini read floor plans and listing PDFs, and we assemble the matching engine with Cursor and Claude Code. Custom software development from $1,200 to $2,500 – never more.
Features included
- Conversational qualification on WhatsApp or web
- Budget, purpose, visa and mortgage status captured
- End-user versus investor intent scoring
- Live matching against your own inventory
- Three ranked options sent automatically
- ROI, service charge and payment plan detail
- Off-plan and secondary market handled separately
- Qualified summary pushed to the agent
- Weekly tuning from closed and lost deals
What you receive
- Full source code in your GitHub repository
- Deployed qualification agent on your cloud
- Matching rules and scoring model you can edit
- Prompt library, documentation and handover video
- 30-day bug-fix warranty and support window
How we build it
- Day 0: free 30-minute call to fix qualification questions, inventory sources and scoring rules, followed by a written fixed quote
- Days 1–4: we connect your inventory sheet, CRM or website feed and build the matching engine
- Days 5–9: the WhatsApp and web chat qualification flow is built, capturing budget, intent, visa and mortgage status
- Days 10–14: matching and lead scoring are tested against your closed and lost deals and tuned
- Days 15–18: pilot on live enquiries with agents reviewing every qualified summary before it counts
- Days 19–20: full launch, editable matching rules handed over, documentation and the 30-day warranty begins
What each budget gets you
| Budget | Build | What changes |
|---|---|---|
| $1,200 | Web chat build | Web chat qualification capturing budget, purpose and timeline, matched against one inventory source, with three ranked options sent to the buyer |
| $1,800 | WhatsApp build | Adds WhatsApp Cloud API conversations, visa and mortgage status capture, lead scoring and a qualified summary pushed to the agent |
| $2,500 | Full matching engine | Adds separate off-plan and secondary flows, ROI and payment plan detail per option, floor-plan and brochure reading and weekly tuning from deal outcomes |
Ideal for
- Small Dubai brokerages
- Off-plan sales teams
- Investor-focused agencies
- Leasing teams
- Independent agents
FAQ
AI Buyer Qualification & Property Matching: common questions
Does the AI give financial or mortgage advice?
No. It records what the buyer tells it about budget, visa status and pre-approval, and shares published figures such as price, service charge and payment plan. Advice stays with your agents and your mortgage partners.
Where does the property data come from?
Your own inventory – a spreadsheet, your CRM, your website feed or your portal listings – so buyers are only ever matched to stock you can actually show.
How much does AI buyer qualification cost?
From $1,200 to $2,500 fixed, delivered in 12 to 20 days. It is quoted after a free discovery call and, like every PINCLER project, never goes above $2,500.
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