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AI concierge · Built for Dubai

Your listings,
answering at
3 a.m. in Doha.

Dari Finder is an AI property agent you embed in your developer or brokerage website. It searches your listings by intent, walks clients through every image, books viewings — in English, Arabic, and voice.

24/7
Response time
11 lang
Incl. Arabic · Russian
~4 min
To install on your site
د
Dari — Your AI agent
Online · replies in seconds
Trusted by teams across the Emirates
Marsa Al Arab · Sahara Homes · Qasr Realty · Beit & Co · Nawa Group
How it works

Four steps from listing to signed viewing.

You drop your inventory in our dashboard. We train an agent on your images, floorplans, and tone. A chat widget appears on your site. Your pipeline fills itself.

01
Upload your listings
Drag CSVs, XML feeds, or paste Bayut / Property Finder links. Images, floorplans, brochures — all ingested.
~5 min
02
Tune the agent
Set tone, upsell rules, languages, availability windows. Brand the widget to match your site.
~15 min
03
Embed one snippet
Paste a script tag. The widget appears, remembers visitors, answers in the language they arrived in.
~30 sec
04
Pipeline fills
Qualified leads land in your inbox with full transcripts, intent scoring, and viewings already on the calendar.
24/7
Features

An agent that reads, sees,
speaks, and closes.

Built for how Dubai actually sells property — images do half the selling, buyers shop in four time zones, and agents can't be on WhatsApp at 2 a.m.

Intent-based search. It understands what they mean.
Not keyword matching. Buyers type life — "somewhere quiet, close to a British school, view of water, under 4M" — and Dari returns the three listings that actually fit, ranked, with reasoning.
Voice chat, full duplex.
Clients driving in Dubai traffic hold a conversation. Dari listens, answers, and pulls up listings hands-free.
Visual walkthrough, narrated.
Dari sees every listing photo — "this is the master suite, note the blackout shutters and the built-in wardrobes on the east wall; the light suggests a morning shot" — and explains each frame as though guiding the viewing in person.
living
kitchen
master
Books the viewing.
Dari reads your agents' availability, negotiates a slot, and drops it on the calendar — confirmed.
Sat · 24 Apr · 10:00Mohammed
Sat · 24 Apr · 11:30BOOKED
Sat · 24 Apr · 14:00Fatima
Live availability & pricing.
Before showing a unit, Dari pings your agent — is it still available? Is the asking price current? No client hears "oh, that one's gone" after falling in love with it.
Eleven languages, native tone.
Arabic. English. Russian. Mandarin. Hindi. French. Turkish. Each speaks with the right register — formal Arabic for GCC buyers, conversational English for expats.
العربيةEnglishРусский中文हिन्दीFrançaisTürkçeUrdu
Single dashboard for everything.
Listings, transcripts, leads, analytics, agent calendars — one pane.
Marina · Apt 12BLIVE
JBR · PenthouseDRAFT
Palm · Villa 7LIVE
Analytics you'll act on.
What buyers ask about. Which listings answer. Where drop-offs happen.
Marina Vista
86
Palm Signature
71
Creek Tower 44
58
Emirates Hills V
42
One line to install.
A single script tag. No dev sprint, no rebuild.
<!-- paste before </body> -->
<script src="https://cdn.darifinder.com/v1.js"
  data-agent-id="qasr_realty"></script>
Dashboard

Everything in one pane.
Click a tab to explore.

Manage listings, read every conversation, watch the numbers move. Built for operations teams who'd rather close deals than wrangle tools.

app.darifinder.com/ws/qasr-realty
Live preview

This is what it looks like on your site.

Below: a sample brokerage homepage with Dari embedded. The widget lives bottom-right (or wherever you place it). Everything else is their brand.

qasr-realty.ae
Qasr Realty

A residence at the bend of the Creek.

From AED 2.4M · 12 remaining

د
Ask Qasr Realty
Powered by Dari
Who it's for

Built for Dubai's two
biggest property channels.

Developers with large inventories, brokerages with relationships. Same product — different superpowers.

For developers
Sell through the website. Not the call center.
Launches, phases, release events — buyers arrive at 10 p.m. from five time zones. Dari handles the floorplan questions, reservation interest, and schedules sales-gallery visits before they cool off.
  • Multi-phase inventory & unit-status sync
  • Reservation / EOI capture with deposits
  • Brochure, floorplan & drone-footage walkthroughs
  • Hand-off to sales team with full context
For brokerages & agencies
Every agent gets a tireless junior, 24/7.
Your listings, your tone, your numbers. Dari qualifies, books viewings to the right agent's calendar, and never forgets a follow-up. Agents arrive to a warm inbox of qualified meetings.
  • Bayut / Property Finder / Dubizzle feed sync
  • Per-agent calendar routing & round-robin
  • Bilingual Arabic/English voice & chat
  • RERA-compliant disclosures baked in
Integrations

Works with the stack you already pay for.

We push and pull from the tools Dubai real estate actually runs on — property portals, messaging, calendars, CRMs.

Property FinderPortal
BayutPortal
DubizzlePortal
WhatsAppMessaging
Instagram DMMessaging
Google Cal.Calendar
OutlookCalendar
PropspaceCRM
SalesforceCRM
HubspotCRM
ZapierAutomation
WebhooksAPI
Why Dari

Not a chatbot.
Not a night-shift agent.

Compare what actually happens when a client messages your site at 2 a.m.

  Generic chatbot Human-only team Dari Finder
Answers at 2 a.m. Canned replies No ✓ In any language
Understands "near a good school, quiet" No — keyword only Yes ✓ Intent + context
Narrates every listing photo No If they've been there ✓ Reads every image
Confirms availability in real time No Delayed ✓ Pings your agent
Books the viewing to a calendar No Yes — eventually ✓ Within the chat
Cost per lead Low but low quality High ✓ Flat monthly
Scales on launch day Yes No — bottleneck ✓ Infinite sessions
Sample conversations

Real questions. Real answers.

Sanitized transcripts from live pilot customers. The tone, the specificity, the hand-off to a human — all by design.

· Marina launch · 23:41 · EN
I work late shifts. Can I view something Sunday morning, early?
Sunday 8:30 a.m. works — Sarah, who covers the Marina collection, has an opening. Shall I hold it? She'll bring the full floorplan set.
Yes, and bring the east-facing unit.
Done — 8:30 Sun, 12 Apr. Unit 21B, east-facing, creek view. Sarah will send a WhatsApp 20 min before.
· Palm listings · 14:02 · AR
الصورة الثالثة — هل هذا المطبخ موجود فعلاً بهذا الشكل؟
نعم، هذه صورة فعلية للوحدة. المطبخ مزوّد بأجهزة Miele، مع جزيرة مركزية من رخام كالاكاتا. الإضاءة في الصورة طبيعية — جهة الجنوب.
ممتاز. السعر النهائي؟
السعر المعلن 6.2 مليون. تأكدت للتو مع الوكيل — ما زال ساريًا حتى الجمعة.
· Creek Tower · 09:17 · EN
I need three beds, near GEMS Wellington, under 4M. Quiet street.
Three matches. Best fit: Unit 14C in Al Safa — 3.65M, 8 min from GEMS, interior-facing courtyard (quiet). Would you like me to walk you through the photos?
Yes please.
Starting with the entry — double-height ceiling, walnut joinery. Note the natural light from the east…
What teams say

Early pilots, Dubai & Abu Dhabi.

Before public launch, a handful of developers and brokerages ran Dari for 90 days. Here's what they reported.

"Our qualified-viewing rate went up 3.4× in the first month. More importantly, our agents stopped burning evenings on cold WhatsApp threads."
R
Rania Al-Mansouri
Head of Sales · Qasr Realty
"We launched Phase 3 at midnight Dubai time. By morning, Dari had 41 reservations and 12 booked sales-gallery visits. We used to need a call-center."
O
Omar Khoury
Director, Marketing · Marsa Al Arab
"The image commentary is what sold us. It reads the photos like an experienced agent would — 'note the shadow, this is probably a morning shot' — clients love it."
N
Nadia Iskander
Broker Owner · Beit & Co
Pricing

Flat monthly.
No per-conversation games.

Every plan includes unlimited chats, voice, all languages, and the dashboard. Pricing scales with portfolio size and support needs.

Brokerage
For independent agencies and smaller brokerages with a focused catalogue.
MonthlyContact for quote
  • Up to 250 active listings
  • Unlimited chats & voice
  • 11 languages
  • Bayut / Property Finder sync
  • Calendar & WhatsApp integrations
  • Email support · business hours
Get a quote
Most teams
Agency
For high-volume brokerages and growing agencies that live on the portals.
MonthlyContact for quote
  • Up to 2,000 active listings
  • Everything in Brokerage
  • Per-agent routing & calendars
  • Custom voice & tone training
  • CRM two-way sync (Propspace, HubSpot)
  • Dedicated CSM · 4h response SLA
Get a quote
Developer
For master developers with multi-phase inventories and launch events.
MonthlyContact for quote
  • Unlimited listings & phases
  • Everything in Agency
  • Launch-event load scaling
  • Custom avatars & widget branding
  • UAE data residency · RERA compliance
  • Solutions engineer · 1h SLA
Get a quote
FAQ

Questions teams ask us.

Still something on your mind? Add it to the quote form — a human replies inside a day.

How long does setup take?

Typically a day. We ingest your listings in under an hour, tune the agent's tone with your team in a 45-minute call, and you paste one script tag. Most clients are live the same afternoon.

Where is client data stored?

UAE data residency by default for Agency and Developer tiers. Every conversation is encrypted in transit and at rest. We never train shared models on your conversations.

Is it RERA-compliant?

Yes. Dari makes required disclosures, won't quote unverified prices, and keeps audit trails for every interaction. We'll walk your legal team through it on the demo call.

Does it replace our agents?

No — it replaces the silence between hours. Agents wake up to booked viewings with full context. The close still happens in person.

What happens when Dari doesn't know?

It says so. It offers to loop in the right human agent, hands over the transcript, and follows up when the agent replies.

Can I brand the widget?

Fully. Colors, logo, position, avatar, tone, opening line, language default. The widget can read as your own product.

The founders

Built by two people who spent
too long looking for a home.

Dari started as frustration — the kind that comes from sending the same four questions to fifteen different agents on Bayut. Then building an AI to do it for you.

We kept thinking: every listing should know how to sell itself. So we built the agent that makes it happen.

Y
Yousef Al-Rashid
Co-founder · Product
Former product lead at a Dubai proptech. Spent a year apartment-hunting in the Marina and never forgave the process.
M
Mira Haddad
Co-founder · Engineering
Ex-AI research, built conversational systems for a regional bank. Moved to Dubai in 2023 and hated house-hunting even more than Yousef did.
Get a quote

Book a demo.
See it on your listings.

Tell us a bit about your team. We'll send back a tailored quote and set up a 30-minute demo — with the agent already running on five of your real listings.

  • Live demo on your own inventory
  • 14-day pilot, no card required
  • Reply within 1 business day · Dubai time
  • No engineering team required
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By submitting you agree to be contacted by the Dari team. No spam, ever.
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