Investor intelligence

Dubai investing,
grounded in DLD records.

Compare areas, check rental yields, validate any asking price against actual DLD closings, and trace any unit’s full sales + rental history. All numbers come straight from the Dubai Land Department + Ejari — not a broker’s pitch deck.

Official DLD transactions
Ejari-registered rentals
Live asking prices (Bayut + PF)
Marina vs JBR — verdict
Mocked from real DLD aggregates
Live
CriterionWinner
Appreciation (4-yr CAGR)
JBR
+14.4%/yr · Marina +4.1%/yr
Studio yield
Marina
~6.2% · JBR ~4.6%
1BR yield
Marina
~5.9% · JBR ~4.9%
2BR yield
Tied
~5.3% vs ~5.6%
Liquidity
Marina
11,117 vs 43 transactions
Entry PSF
JBR
AED 1,937 vs 2,583
Source: Dubai Land Department + Ejari (last 4 years)
The toolkit

Four DLD-backed tools, one conversation.

Each card below is a tool the AI can call mid-conversation when your question matches. Click any prompt to try it live.

Area-vs-area investment verdict

get_segmented_market_analytics

Compare two communities side-by-side. Yearly + quarterly price-per-sqft, CAGR, current-pricing percentiles, and a deterministic winner per criterion (appreciation, yield by bedroom, liquidity, entry PSF).

  • Yearly PSF + YoY % + 4-year CAGR per area
  • Per-bedroom yields (Studio / 1BR / 2BR / 3BR / 4BR+)
  • Server-computed verdict[] with tied / inconclusive flags
  • Caveats on small-sample cells + Ejari area-coverage

Asking-vs-actual negotiation gap

get_market_valuation_index

The "Market Reality Check". Combines official DLD sale-price percentiles (last 12 months) with live asking prices scraped best-effort from Bayut and Property Finder, and quantifies the negotiation margin sellers typically concede.

  • DLD median / p25 / p75 / sample size, last 12 months
  • Live Bayut + Property Finder asking medians (with confidence)
  • Negotiation gap % + plain-English interpretation
  • Per-bedroom breakdown when available

Per-unit lifecycle + realised ROI

get_unit_history_roi_tracker

Trace a single unit’s history end-to-end — every recorded sale + every Ejari rental — and computes the realised ROI for the previous owner. Due-diligence gold for any buyer.

  • Registry metadata (size, floor, parking, freehold/lease)
  • Sales history with LAG-based capital_gain per transfer
  • Ejari rental history + total rent collected
  • Match-confidence flag (exact-single / tight / approximate)

Recent Sales Browser

dld_search_transactions

Drill into actual recent transactions for an area + filters (bedroom, price band, project, building, regType, parking, nearest metro). Returns a Market Summary stats block AND the per-deal table.

  • Total sales + median price + median PSF + price range
  • Per-row PSF pre-computed (sqm → sqft)
  • Off-Plan vs Ready filter, parking + metro filters
  • Sort by recency / price / PSF
How it works

Ask in plain language. Get DLD-grade numbers.

No queries, no spreadsheets, no broker spin. Type a question the way you’d ask a colleague — the AI picks the right tool, runs the SQL against DLD + Ejari + live listings, and writes a structured answer with citations.

1. Ask
Plain English or Arabic. "Compare Marina and JBR for yield + appreciation".
2. Tool fires
Server runs SQL against DLD transactions + Ejari contracts in parallel.
3. Verdict
Multi-section answer: appreciation, current pricing, yields, winner table, caveats.
Sample agent reply (excerpt)
# Dubai Marina vs JBR — Investment Comparison
*Data: DLD transactions & Ejari contracts (Sep 2024 – Apr 2026)*

## Price Appreciation (DLD median AED/sqft)
| Year | Marina | JBR  | Marina YoY | JBR YoY |
| 2025 | 2,703  | 1,906 | +23.7%    | +7.4%   |
| 2026 | 2,559  | 2,171 |  −5.3%    | +13.9%  |
**4-yr CAGR:** Marina +4.1%/yr · JBR +14.4%/yr

— Source: Dubai Land Department
Built for

Three investor archetypes covered.

The yield hunter

Cash-flow-first buyer. Wants the bedroom band that yields most in a given community.

The end-user buyer

Negotiating a specific listing. Wants asking-vs-actual + due diligence on the unit.

Ready to test it on your own shortlist?

The AI is free to use. No login. No credit card. Bilingual (English / Arabic). Backed by the Dubai Land Department dataset.