Geo-Spatial AI · Built for Qatar

Don’t just see what’s for sale.
See what’s missing.

The first Geo-Spatial AI engine built for Qatar’s real estate and retail investors. Stop relying on gut feeling and lagging listing data. Draw a zone on the map, and instantly uncover the exact intersection of unmet demand, zero supply, and future appreciation.

Sign in with Google or Microsoft — no card, first 3 sites free.

Built on Qatar’s own records: 190,000+ MME zoning parcels, official MOCI licence and closure data, and live competitor coverage across Doha.

Zone drawn · Lusail
Gap ScoreHigh demand
94/100
Specialty Coffee
Competitors0
Zoning Approved
The cost of guesswork

You’re making 2026 investments with 2015 tools.

Traditional platforms tell you what already exists. But by the time a listing goes live, the market gap is closed. Relying on brokers, outdated consultant reports, or “driving around the neighbourhood” leads to:

The Oversaturation Trap

Opening your 5th branch in a zone that only has demand for 3.

The Ramadan Illusion

Signing a 5-year lease on winter footfall, only to bleed cash through the summer months.

The Zoning Nightmare

Falling in love with a location — then learning the municipality won't grant your commercial license.

Capital is too expensive to deploy on guesswork.

How it works

The search engine for opportunity.

Transform raw map data into predictive investment certainty in three steps.

01

Draw Your Zone

Select any micro-market in Doha — from a single block in West Bay to an entire master community in Lusail.

02

Select Your Business

Tell our AI which business you're planning — coffee shop, restaurant, pharmacy, gym, clinic, supermarket, and more.

03

Get Your Alpha

Instantly receive a Success Score (0–100) from our proprietary blend of population density, competitor voids, and infrastructure pipelines.

Two ways to find your edge

Start from a site, or start from a zone.

The same engine, run two ways — whether you already have a location in mind or you’re hunting for the right move in an area.

Site Validator

Have a site? Score it.

Draw the zone, pick a business type, and get a 0–100 Gap Score with a blunt go/no-go verdict — supply saturation, real demand, seasonality, zoning feasibility and sovereign-infrastructure tailwind, in one read.

Five-pillar scoreGo / no-go verdictConfidence rating
New
Zone Opportunity Scan

Have a zone? Find the best business.

Draw an area and the engine scores every business type against it, then ranks them best-first — with the winner’s reasoning and the uses zoning rules out. Stop guessing what to open where.

#1Specialty Coffee88
#2Pharmacy74
#3Gym69
See it in action

Watch a Gap Score come together.

Draw a zone, pick a business, read the score, pull the report — the whole loop in under two minutes. Jump to any step below.

The deliverable

Not a score.
A decision.

Every Site Audit is a consultancy-grade brief a landlord, operator or investment committee can act on — grounded in official data, honest about what it can’t know, and never a fabricated forecast.

Go / no-go verdict, up front
PROCEED · WITH CONDITIONS · CAUTION · NOT ADVISED — with the reasoning.
Named competitive landscape
Real venues, ratings and review volume from Google Places, with a saturation read.
Break-even & payback on your numbers
Your rent, ticket and fit-out against the real catchment — not an invented ROI.
Official MOCI base-rates & Qatar primer
Active-licence stock, closure rates, and market-entry rules — licensing, ownership, duties.
4sa.ai · Opportunity Report
Coffee Shop · West Bay
PROCEED

Strong site: scores 66/100 with a workable licensing path. Diligence the specifics, then move.

Nearest competitors
Costa Coffee4.3 · 4,168
Flat White Specialty4.8 · 1,476
Starbucks4.5 · 690
Break-even
~80/day
MOCI churn
8.8%/yr
~10-page PDF · $299
The engine

Edges global tools can’t give you.

The Ramadan & Seasonality Simulator

Global AI doesn't understand the Gulf. Ours does.

Toggle between Summer, Winter, and Ramadan to see how footfall and consumer behaviour drastically shift. Don't just predict annual revenue — predict monthly survivability.

The License & Zoning Validator

Market demand means nothing if the law says no.

Our AI cross-references your plot with the latest MME zoning maps. Instantly see if your business is legally permitted, and where within the polygon it works.

The Sovereign-Gap Index

Buy in the path of tomorrow's progress.

Tracks where Ashghal and the government are laying new roads, schools and metro lines — aligned to Qatar National Vision 2030 — so you buy undervalued assets before the boom.

Real Google Places supply data

Gold-standard coverage — even in the new districts.

Named competitors and review volume, not a blind count — with live coverage in Lusail, The Pearl and Msheireb, where free maps still go dark.

Who it’s for

One map. Three ways to win.

For Real Estate Developers

Design what the neighbourhood actually needs.

Stop guessing the ideal tenant mix for your new plaza. Use the Gap Finder to prove to your leasing team exactly which retail categories command the highest rent per square metre.

For Private & Institutional Investors

Front-run the infrastructure boom.

Use the Sovereign-Gap Index to track where Ashghal and the government are laying new roads, schools, and metro lines. Buy undervalued assets today in the path of tomorrow's progress.

For Operators & Franchisees

Know where to open next.

Scan a district and let the engine rank the business it's missing — then pressure-test your own concept and its break-even before you sign the lease.

The moat

Built for Qatar. Not ported from Silicon Valley.

Compared on Qatar coverage, September 2026, from each vendor’s public documentation. Placer.ai and SafeGraph are capable products in the markets they cover — Qatar is not currently one of them. Property Finder is a listings portal rather than a feasibility tool.

Qatar coverage
Qatar-only by design
Global tools: Not a covered marketListing sites: Listings only
MME zoning & licence feasibility
Parcel-level, 190k+ parcels
Global tools: not offeredListing sites: not offered
GCC seasonality (Ramadan, summer)
Modelled per business type
Global tools: not offeredListing sites: not offered
Government infrastructure pipeline
Ashghal projects, QNV-aligned
Global tools: not offeredListing sites: not offered
Named nearby competitors
Google Places, with ratings
Global tools: Yes — in covered marketsListing sites: Listed properties only
Break-even on your own numbers
Your rent, staff and pricing
Global tools: not offeredListing sites: not offered
Pricing

Start with one deal.

Check your own site free, buy a single deep-dive, or subscribe when you’re scanning sites every week.

Free check

The headline verdict and Gap Score on your own site, free on your first 3 sites. No card. The detail behind it unlocks with a Site Audit.

Run a free check
Site Audit
$299one-off

One full feasibility report on any zone you draw.

Full ~10-page PDF brief
Verdict, competition, break-even
Zone Opportunity Scan
Buy a Site Audit
Scout
$600/mo billed annually

For teams scanning sites every week.

20 reports / month
Unlimited scans & Site Watch
3 seats
Start with Scout
Professional
$1,500/mo billed annually

For funds and multi-site operators.

50 reports / month, 10 seats
API access
Enterprise: custom & unlimited
Talk to the founder

Subscription prices are billed annually; month-to-month is $800 (Scout) and $1,900 (Professional). Read the free Qatar Retail Pulse report from official MOCI data — no card required.

Stop guessing. Start scoring.

See what’s missing on your next location.

Draw a zone, pick a business, and get a Gap Score in minutes — or book a strategy demo and we’ll walk your portfolio through it together.