YUDA Consulting YUDACONSULTING G8.AI VERIFICATION ENGINE ← Back to home 中文ENRU

Before you pay a deposit,
find out whether this price stands up.

G8.AI is the verification engine behind YUDA's core service, AI-Verified International Property. Using actual DLD transactions and Ejari contract rents, it answers four questions before you pay a deposit: Is this price reasonable? Is the rent real? What should you offer? What is the biggest risk?

G8.AI helps Dubai property buyers verify the price, rental income and resale risk before paying a reservation fee.
The verification engine behind YUDA Consulting's second core service · no marketing, no brokerage, no transaction commission

THE PROBLEM

What an overseas buyer receives is usually not a market figure

Dubai's public data is in fact fairly complete — the DLD holds every transaction and Ejari every lease. The problem is that it is rarely organized into a form a buyer can read, let alone put in front of an agent.

01

What you see is the asking price, not the transacted price

The number on a portal is the seller's asking price. For the same building and the same unit type there is often a clear gap between asking and actual transacted prices, and the size of that gap is visible only against DLD records.

02

Every party calculates yield differently

The yield on most decks is gross — annual rent divided by price — before service charges, vacancy, management fees and re-letting costs. After those are deducted the number is usually quite different.

03

The decision is today; handover is three years away

Off-plan purchases commonly run two to four years from contract to handover. Whether the original rent and supply assumptions still hold at handover has to be re-verified before you take the keys, rather than taken on trust from a three-year-old deck.

AI TOOLS

Use the AI tools first, and take the agent's claims apart

All three tools are free; they simply require a form submission. The point is not to make money from them; it is that you know what you are buying before you spend anything.

Agent-claim checker

Paste in the whole sales message an agent sent you. The system compares it against public data line by line and labels each claim as one of:

Supported by data
A corresponding record can be found in DLD / EjariThe transaction or lease range used for comparison is attached
Partially supported
Directionally right, but with conditions omittedFor example, true only for a particular unit type or period
Cannot be verified
Public data is not sufficient to judgeThe system does not guess; it says the data is insufficient
Inconsistent with market data
Clearly at odds with contemporaneous transactions or contract rentsThe size of the gap and the basis of comparison are stated
Illustrative screen · not an actual query result
Agent message pasted in"This one guarantees an 8% yield, you're buying 20% below market, it will appreciate at least 30% by handover in three years, and we have a rental guarantee."
Inconsistent with market data
"Guaranteed 8% yield"The median gross yield implied by Ejari contract rents for the same unit type in the same district over the last 12 months is below this figure; after service charges the gap widens.
Partially supported
"20% below market"Below the average asking price in the same project, but above the contemporaneous median DLD transaction — the benchmark used is the asking price, not the transacted price.
Cannot be verified
"30% appreciation in three years"A forecast; no corresponding public data exists against which to check it.
Cannot be verified
"Rental guarantee"Requires review of the contract terms and the guarantor's financial standing; outside the scope of public data.
Note: The above is a simulated result for product demonstration; the figures are not real query output. When the tool goes live, each item will carry its data source and retrieval date.
FOR BUYERS Verification service fees

From AI data checks through to post-completion monitoring

Verification is offered in four tiers, all within core service two, AI-Verified International Property. You can use the free tools alone, or — when you are genuinely about to act — buy a full report you can take into a negotiation.

Tier 1 · Free checks

Free Request the AI verification tools · no charge, registration required

01Instant price screen

Enter the project, unit type, area and asking price, and get an answer immediately.

  • Median DLD transaction price
  • Reasonable price range
  • How far the asking price sits above or below the market

02Agent-claim checker First release

Paste in a sales message and see each sentence labeled with one of four verification states.

  • Supported by data
  • Partially supported
  • Cannot be verified
  • Inconsistent with market data

03Rent and yield calculator

Puts "the rent the agent quotes" side by side with "the rent actually contracted".

  • Agent's estimated rent
  • Bayut asking price
  • Actual DLD / Ejari contract rent

Tier 2 · One-off paid report

Most used An independent second opinion before you act

04Property Decision Passport First release

A complete purchase-decision report covering valuation, rent, costs, supply and risk.

Automated AED 499 / human-reviewed AED 1,500–3,000

05Second-opinion report

You already have an agent's recommendation or valuation and want it independently verified.

  • Whether the asking price is reasonable
  • Whether the comparables cited are appropriate
  • Whether the rent assumption is too high
  • Whether service charges, vacancy or forthcoming supply have been left out
  • Which claims the agent should be asked to evidence

06Negotiation report

Puts the material you need for a negotiation directly in your hands.

  • Suggested opening offer
  • Target price and acceptable ceiling
  • A list of recent transactions to support the negotiation

07Multi-property comparison

Compare 3–5 projects at once, ranked on a single set of criteria.

  • Price reasonableness
  • Net yield
  • Rental demand

Tier 3 · Handover and ownership

After completion Off-plan handover, rental pricing, annual review

08Handover price re-verification

Years can pass between contract and handover on an off-plan purchase; check again at handover.

  • Present value against the original purchase price
  • Current market rent
  • Whether to hold or sell

09Rental pricing assistant

For a landlord deciding what to list at.

  • Suggested listing rent and expected contract rent
  • The price point that lets quickly
  • The difference between a new let and a renewal

10Annual property health check

An annual ownership review report.

  • Latest valuation and change in rent
  • Change in net yield and service charges
  • District supply and liquidity
AED 299 / one-off

Tier 4 · Monitoring subscription

Ongoing service Tracking market change over the holding period

11Portfolio Monitor First release

Monthly tracking of the properties you hold.

  • Price and rent updates
  • New transaction alerts
  • Warning of heavy listing volume in the same project
  • New supply or a wave of handovers
  • Lease expiry and the right moment to reset the rent
Single property AED 249/month · multiple properties AED 399–499/month

12Deal Alert

Set your criteria and be notified when something matches — for example "JVC or Business Bay, one bedroom, under AED 1.2m, net yield above 6%".

  • Notified when a match appears
  • With a price-reasonableness analysis attached
Information only · no routing to any particular agent · no transaction commission of any kind
Note: The fees listed above are planned pricing for verification services; the actual scope, currency and basis of charging follow the formal quotation and may be adjusted. All fees are service fees for research and reporting, and are never charged as a percentage of any property transaction value. They do not involve brokerage, agency or the marketing of real estate.
FLAGSHIP REPORT

Property Decision Passport

The flagship product. One report answers whether to buy, what to offer and where the risk is — and every figure carries its source and a data-sufficiency rating, so you can go through it with an agent line by line.

AI valuation with a 90% prediction intervalNot a single point, but an interval that can be explained
Transactions in the same project and nearbyEvery comparable actually used is listed
Real rent and net yieldBased on Ejari contracts, with service charges and other deductions and assumptions set out
Resale liquidityRecent transaction counts and average days on market
Principal risksRanked by impact, with the conditions that would trigger each
Conclusion and reasoningNot just a conclusion, but the basis on which it was reached
Fairly priced Negotiate Avoid

The conclusion is an analytical judgment based on public transaction and lease data. It does not constitute investment advice, a guarantee of returns or a recommendation to purchase. The final decision and its consequences rest with the buyer.

HOW IT WORKS

The process

Start with the AI checks — open to individual buyers and to the trade. We will email you when your request is approved.

Step 01

Paste in the agent's quote

Free tool, registration required
Step 02

Get the initial check result

Which claims are supported by data
Step 03

Buy the full decision report

Decision Passport
Step 04

Add human review if needed

An advisor re-checks each item
Step 05

Subscribe to ownership monitoring after completion

Portfolio Monitor
DATA AND METHOD

Data sources and method

Every conclusion must trace back to a verifiable public record. Where data is insufficient, the system marks it "cannot be determined" rather than publishing a number that only looks precise.

Dubai Land Department

Actual transaction records. Used for valuation, comparables and resale liquidity.

Ejari

Registered lease contracts. Used for real rent ranges and yield calculations, in place of asking rents.

Market listing data

Asking prices from Bayut and similar platforms. Used only to measure the gap between asking and transacted prices, never as a valuation basis.

Every report states the data retrieval date, the sample size and a data-sufficiency rating. Where comparable transactions are too few to support a reliable interval, the report says plainly "insufficient data, cannot be determined" and explains which kind of sample is missing. Confidence-interval calibration and feature-contribution analysis are back-end methods; the report presents the conclusion and its basis in plain language.

MARKET EVIDENCE GRADING G8.AI Market Evidence Classification

The grade reflects whether the data is sufficient to validate the model, not how mature the market is. Without verifiable transaction-level ground truth there is no way to test a valuation after the fact; in those markets we issue no valuation figures, only verifiable market evidence.

GradeMarketsData statusWhat we can provide
Tier ADubai, SingaporeLarge-scale, structured, verifiable itemized transaction dataFully calibrated valuation
Valuation, rent, yield and resale risk can all be back-tested
Tier BAbu DhabiSome transaction data, but insufficient coverage, fields or historyConstrained valuation
A range with its basis, noting which kind of sample is lacking
Tier CBali, Thailand, VietnamNo obtainable, verifiable itemized transaction ground truthMarket evidence report
Verifiable public evidence only; no valuation figures are issued
Grades change as data availability changes; they are not a verdict on a market's quality. The full valuation and reporting services listed on this page currently center on Tier A markets (Dubai) . For Tier B and C markets, the output format and its reliability limits are stated plainly on the first page of the report. Where a market's data is not sufficient to support the accuracy we claim, we downgrade the output rather than issue a number that only looks precise.
FOR PROFESSIONALS Institutions and the trade

Institutional and trade plans

The same data and method, with an institutional edition for licensed brokers, developers and family offices, differing in output format and audit trail.

Licensed AI-equipped property agenciesRERA-licensed brokers
AED 299 / month

A valuation basis you can lay out in a meeting, plus supply-and-demand turning-point signals, so a client presentation holds up.

Property developersDevelopers
From AED 699 / month

Geo-grid competitor analysis and absorption-rate forecasting, used to validate the price band before launch.

Family offices and institutionsInstitutions and family offices
From AED 999 / month

Documentation to institutional audit standards, with a historical accuracy record, for external review by an investment committee.

Note: The above is planned pricing for the institutional edition; the actual scope, currency and basis of charging follow the formal quotation and may be adjusted. G8.AI is a verification service and fees are never charged as a percentage of any property transaction value. They do not involve brokerage, agency or the marketing of real estate.

Join the user list

Places are allocated by eligibility screening. We will run the full process on a district or property you actually care about, and attach the data behind every conclusion. Please complete every field below; the application can only be submitted once all fields are filled in.

User list application

We will be in touch within two business days.

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Submitting constitutes an application. We will email you if it is approved, and reply by email within two business days.

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We will contact you by email within two business days,
and will attach available appointment slots where appropriate.

Note: G8.AI is a data-analysis tool. The data, forecasts and calculations it produces are for reference only and do not constitute investment advice, a guarantee of returns or any offer. All model output is based on historical and public data; future performance may differ from any forecast, and users are responsible for their own judgment and decisions. The market data cited on this page is public information as at a particular point in time and may have changed.

THREE CORE SERVICES

The three core services can be pursued separately or planned together.

Core 1 · US Doctoral Degrees Core 2 · AI-Verified International Property (current page) Core 3 · Residency Pathway Assessment