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Land intelligence. Muscat first.

A better
eye for land.

Great opportunities deserve more than a lucky scroll. We’re building a clearer view of Muscat’s land listings, one plot of evidence at a time.

Explore the findings
A real collection pilot.
A thoughtful first step toward smarter alerts.
Muscat, imagined as a parcel atlasAn original illustration of a terracotta sun, layered Omani mountain shapes and a conceptual land parcel grid. This is decorative artwork, not a map or a verified plot. CONTEXT IS EVERYTHING N A LANDSCAPE OF POSSIBILITIES MUSCAT FIELD NOTES / 001
The first milestoneCollection, proven.

Valuation needs deeper evidence.

Conceptual terrain · not a survey mapOman / 001

Less noise. More local context.

Research pilot
11 October 2026

111↗

Distinct advertisements

Unique OpenSooq listing IDs

105

Sale ads retained

After six non-sale exclusions

19

Source district labels

Across the collected sample

445

Observations preserved

A foundation for price history

01 / The approach

Before the alert,
build the picture.

The idea is simple: notice a new listing, understand its local context, and flag it when the evidence supports a meaningful price difference.

  1. 01Collect public listing evidenceDemonstrated
  2. 02Normalize & preserve historyDemonstrated
  3. 03Compare genuinely similar plotsNeeds more data
  4. 04Send an explainable email alertNext stage
02 / Field notesWhat the first collection taught us

A low price is only
half the story.

The pipeline works. The source information still needs scrutiny. Here’s why the details deserve a closer look.

01 — Read between the fields
632 ≠ 600square metres

Even area can disagree.

One ad’s structured area says 632 m². Its title and description say 600 m². Accurate extraction preserves that conflict.

Inspect the source ad
02 — Location is the context
Seeb ≠ Al Sifah

A district label isn’t enough.

Another ad appears under Seeb, while its title and description place it in Al Sifah. A broad average would hide the mismatch.

Inspect the source ad
03 — Evidence before confidence
8+comparable plots

A signal needs a local baseline.

The current rule asks for eight other recent, unique plots in the same subdivision and use, with area within ±20%.

Read the comparison rule

Current result: insufficient qualifying comparable evidence. No bargain valuation, email delivery or recurring monitoring is active. All retained prices still have an assumed total-price basis.

03 / Where we startedMuscat Governorate

One governorate.
Many micro-markets.

The first sample is weighted toward Amerat. The next useful step is depth: a few named subdivisions, with enough precise information to compare like with like.

These are published source labels. They describe the sample’s coverage, not verified geography or total market supply.

MUSCATFIRST

The first footprint.

Retained sale advertisements

105ads in this sample
Amerat54
Seeb10
Al Maabilah9
Bosher6
Quriyat4
Other districts22
Amerat represents 51% of retained ads. “Other districts” combines 14 source labels. Observation date: 11 October 2026.
04 / The road aheadFrom a pilot to a useful signal

Better evidence.
Then, better timing.

The first milestone is complete. Here’s what turns a collection into something worth paying attention to.

01

Get the details right.

Confirm total-price basis, resolve area and location conflicts, and identify when different ads describe the same plot.

02

Build the local baseline.

Gather dated evidence within a few subdivisions. Match land use, phase or block, and plot size before comparing asking prices.

03

Make the alert explain itself.

Once source access and evidence are ready, connect email and scheduling. Show the comparison group, calculation, flags and source.

The evidence, in one place

Take a closer look at the pilot.

Results, quality checks and 105 searchable sale ads.

Open the full report