Monitoring the Dubai Property Market with AI

The PIX© index measures how Dubai residential prices move with the mix of homes held constant. A month in which more studios sell than villas should not read as a price fall. PIX© compares like with like, so a change in what sold does not move the index on its own.

Inputs

Dubai Land Department sales of apartments and villas only. No listings, asking prices or valuations enter the index.

Cells

Sales are grouped by area, property type and bedroom count, for example Dubai Marina, apartment, 2-bed. Each cell is compared only with itself over time.

Cell price

A cell’s price is the median price per sqft over a three-month pooled window. A cell prices only when the window holds at least five sales.

Weights

Each cell counts in proportion to its all-time number of sales, with a minimum floor so no weight rests on a handful of sales.

Chaining

Each month’s movement is measured against the previous month over the cells both months share. The level is the running product of those movements, with January 2012 equal to 100.

Segments

The headline is all residential. Apartment, villa, ready and off-plan indices use the same method over their own cells.

Two consequences matter for monthly monitoring. The three-month window means the index turns over several months rather than in one. The latest month can also revise as late DLD records arrive, so a reading for the newest month is provisional. The full method is on the PIX© methodology page.

Dubai residential prices rose through 2025, held flat in early 2026 and have fallen since June. The PIX© residential index peaked at 219.98 in January 2026 and held close to that level until May. It then fell 2.87% in June and 2.80% in July, followed by smaller falls in August and September.

The September 2026 level of 205.79 is 6.5% below the January peak and back where the index stood in May 2025. A level of 205.79 also means like-for-like prices are about twice their January 2012 level. The published monthly series lives on the PIX© Dubai real estate price index page.

The headline hides a split. Apartments and off-plan homes fell in September 2026. Villas and ready homes rose. Ready homes are the only segment above their level of a year ago.

Claude

PropertyIndex plugin connected

How did the Dubai property market move in the latest month? Give me every PIX© segment with the month-on-month and year-on-year change.

PropertyIndex · Read PIX© residential, apartment, villa, ready and off-plan indices

PropertyIndex · Data loaded through September 2026

In September 2026 the PIX© residential index fell 0.47% to 205.79, and it is 3.96% lower than a year earlier.

Segment	Level	On the month	On the year
Residential	205.79	-0.47%	-3.96%
Apartment	198.41	-0.69%	-4.47%
Villa	267.54	+0.78%	-1.10%
Ready	181.94	+0.48%	+1.84%
Off-plan	253.84	-0.36%	-1.58%

Apartments drive the fall because they make up most sales: 8,749 of the 9,924 sales behind the September reading. Villas and ready homes both rose on the month.

Segment levels are not prices, and they cannot be compared with each other. Each segment equals 100 in January 2012, so a higher level means more growth since then. The off-plan index stands above the ready index, yet ready homes sold at a lower median price per sqft in September. The off-plan side of this split is explored in AI off-plan due diligence in Dubai.

Sales volume fell from late 2025, with brief rebounds in April, June and July 2026, and prices followed from June. The PIX© residential reading for September 2026 rests on 9,924 sales. September 2025 had 18,599, so volume is down 46.6% on a year.

Volume and price answer different questions. Volume shows how many buyers are acting. The index shows what they pay for comparable homes. A market where volume falls first and prices follow later is a market cooling from the demand side. The lowest month in the period was May 2026, with 9,246 sales.

Community direction comes from two readings. The first is the year-on-year change in a community's price per sqft. The second is the set of open price-move signals, which fire when a building's price per sqft moves against its previous reading. Rising and falling signals show where prices are moving now.

ChatGPT

PropertyIndex plugin connected

Which of these communities are rising and which are falling: Dubai Marina, JLT, Business Bay, Dubai Hills Estate, JVC and Downtown Dubai?

PropertyIndex · Queried community price per sqft, year on year

PropertyIndex · Read open price-move signals, 17 to 31 Oct 2026

Dubai Marina is the clearest faller. Its price per sqft is 7.7% lower on a year, and falling signals outnumber rising ones 23 to 10.

Community	AED/sqft on the year	Rising signals	Falling signals
Dubai Marina	-7.7%	10	23
Jumeirah Lake Towers	-6.6%	24	17
Business Bay	+1.1%	27	29
Dubai Hills Estate	+1.1%	21	13
Jumeirah Village Circle	+6.4%	43	35
Downtown Dubai	+10.6%	16	24

Dubai Hills Estate and JVC lean up on both readings. Downtown Dubai is up on the year, but its recent signals lean down. JLT is down on the year, but its recent signals lean up.

The two readings can disagree, and the disagreement is informative. A community up on the year with mostly falling signals may be losing momentum. A community down on the year with mostly rising signals may be turning.

A good monthly routine asks the same questions in the same order. The answers then line up month after month, and a change stands out. Run it once the new month's data has loaded. Every answer from the plugin states the month it covers, such as “DLD data loaded through September 2026”.

1. 1
   Check the coverage month. Confirm which month the data runs to before reading any change.
2. 2
   Read the headline. Ask for the PIX© residential level, the change on the month and the change on the year.
3. 3
   Split by segment. Compare apartments, villas, ready and off-plan homes in one table.
4. 4
   Count the sales. Ask for the month's sales against the same month last year.
5. 5
   Check your communities. Ask for price per sqft on the year and the open price signals in the places you follow.

More tested prompts are in the ChatGPT and Claude prompts for Dubai real estate. Agents who brief clients each month will find a client-report workflow in AI for Dubai real estate agents.

Through the plugin, each PropertyIndex account receives up to 100,000 records per billing period, and usage is subject to fair use. Index readings and sales counts are open to free accounts. Community prices and signal values need PIX© Pro. Setup takes a few minutes and is covered in how to connect DLD data to ChatGPT and Claude. The wider picture of Dubai real estate data in AI assistants is in the AI for Dubai real estate overview.