Copilot cut

Leading Commercial & Residential Brands in AI Search in Italy

The same monthly sample, re-ranked using only Copilot answers.

October 2026 edition

Across the six months through October 2026, APAC Land leads AI search visibility in Commercial & Residential on Copilot in Italy with a Goodie visibility score of 81.7, ahead of DMCC (81.4) and Brookfield Properties (81.4). The median score across the 10 ranked brands is 81.1, and a score above 75.7 reaches the top ten. The most-cited source grounding these answers is architecturaldigest.com at 8.8% of all citations, while brand-owned pages account for just 62.0%.

33k prompts · 2.4m AI answers · 12.4m citations · Goodie AI Visibility Index

Industry Benchmarks

October 2026 · Commercial & Residential · Copilot
What good looks like in this category. Read a brand's own score against these before looking at who is winning.
Median visibility score
81.1
Half of the 10 ranked commercial & residential brands score below this. The midpoint, not the average, so a few dominant brands do not distort it.
Index-wide median is 71.9
Score to enter the top 10
75.7
Clearing 75.7 puts a brand in the category top ten. The bar sits 5.3 points below the midpoint, so the leaderboard is closely contested.
Brands named per answer
5.9
A typical answer names six brands, so the consideration set is narrow and a mention is hard-won.
Index-wide average is 5.8
Citation mix
  • Editorial 12%
  • Reference 7%
  • Other 81%
Other leads the third-party sources grounding commercial & residential answers. Brand-owned citations sit in the next cell and are not counted here. “Other” covers domains we have not classified into a type yet.
Brand-owned citation share
62.0%
Owned content is unusually strong here, brand domains are a citation source in their own right rather than just the subject of third-party coverage.
Index-wide average is 26.8%
Industry sentiment
58/100
Mean tone of mentions across the ranked brands that carry a measured value. Per-brand sentiment sits on each brand profile.
Prompts sampled
33k
Real buyer phrasing, 4 models
AI answers analysed
2.4m
218k in October · ▼ 7.2% vs September
Citations parsed
12.4m
1m in October · ▲ 16.1% vs September
Brands observed
2,252
10 ranked here · 2,242 unranked

Brand Visibility Leaderboard

Brand visibility leaderboard for Commercial & Residential, ranked by six-month average AI visibility score
#BrandVisibility scoreShare of voiceModelsΔ vs last monthSentimentTop cited source
01APAC Land
81.7
10.2%Copilot—64agendaconstructiilor.ro
02DMCC
81.4
10.1%Copilot—60agendaconstructiilor.ro
03Brookfield Properties
81.4
10.1%Copilot—35—
04Deyaar Properties
81.3
10.1%Copilot—68aldar.com
05Greystar
81.1
10.1%Copilot—68greystar.com
06The Related Group
81.1
10.1%Copilot—75builtworlds.com
07Tishman Speyer
80.7
10.0%Copilot—35—
08Related Ross
79.7
9.9%Copilot—65forbes.com
09Hines
79.0
9.8%Copilot—43hines.com
10Aldar Properties
75.7
9.4%Copilot—72wikipedia.org
10 ranked · visibility is a six-month averageTop source = most frequent source in answers mentioning the brand · Δ compares Oct with Sep

Most-Cited Domains

The answer supply chain
Most-cited domains in AI answers for Commercial & Residential
#DomainCitation shareΔ vs last month
01architecturaldigest.com
8.8%
—
02businesswire.com
5.5%
—
03forbes.com
5.4%
—
04forbesmiddleeast.com
4.3%
—
05bloomberg.com
3.6%
—
06djanyrealestate.com
2.7%
—
07prnewswire.com
2.7%
—
08skyscrapercenter.com
2.7%
—
09worldgbc.org
2.7%
—
10colliers.com
2.6%
—
Top 10 of 3k domains observedΔ compares Oct with Sep, in percentage points

Prompts, Topics & Movers

What's driving this month's answers

Sampled prompts

Prompts sampled for Commercial & Residential, with distinct brands named and sources cited
#PromptBrandsSources
01Commercial developers with premium business districts projects4535
02Luxury residential real estate developers known for build quality3834
03Residential developers focusing on sustainability1832
04Top real estate developers working on small apartments3224
05Quale sviluppatore residenziale fa sostenibilità davvero, non solo nel depliant?63
5 of 33k sampledDistinct brands named & sources cited

Global Search Demand

Where this industry's questions originate
51,049 searches sampled
Tracked markets for Commercial & Residential, by sampled search volume
#CountrySearch volume
01United States18K
02Japan17K
03Australia5K
04United Kingdom3K
05Germany2K
06Egypt1K
07France982
08Canada981
09United Arab Emirates712
10Saudi Arabia586
11Italy296
12Singapore220
12 tracked markets
This edition

What Changed This Month

APAC Land leads Commercial & Residential this edition with a visibility score of 81.7, ahead of DMCC at 81.4.

architecturaldigest.com is the most-cited source grounding commercial & residential answers, at roughly 8.8% of citations. Brand-owned pages account for 62.0% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked commercial & residential brands is 81.1, and a score above 75.7 reaches the industry top ten.

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Where Does Your Brand Stand in AI Search?

Enter a domain to see its visibility score, strongest industry, model gaps, competitors ahead, and the sources grounding its answers.

31 industries4 models355m+ citation observationsFree unlimited checks
What you get
  • Visibility score
  • Industry rank
  • Brands ahead of you
  • Model and source gaps
Our Methodology

Our Approach to Gathering AI Visibility Data

We process millions of real prompts across AI Mode, ChatGPT, Copilot and Perplexity, then track which brands, products, and domains show up in the answers. That's the raw data behind every score in the Index.

Real Intent Capture

This data results from processing millions of real user prompts. We use advanced semantic and agentic processing to categorize them and define intent, filtering out noise to focus on high-value queries.

Global Model Interrogation

We run these prompts across the tracked models and across every market we cover, so each market is scored on its own answers rather than on a global average applied everywhere.

Attribution Mapping

We analyze the generated answers to capture the "Kingmaker" domains: the specific sources models cite most often in the answers that name a brand, so you can see which sources the models lean on where you appear and where you do not.

Three-dimensional logo of Goodie, an end-to-end AI search visibility platform.
FAQ · Commercial & Residential

Questions?
We Have
the Answers.

APAC Land currently leads AI search visibility in commercial & residential with a Goodie visibility score of 81.7, measured across the tracked AI models.

architecturaldigest.com is the most-cited source in commercial & residential AI answers, grounding roughly 8.8% of citations in this industry.

The median score among ranked commercial & residential brands is 81.1. A score above 75.7 places a brand in the industry top ten.

Each edition samples the same tracked prompt set across the models Goodie follows, then ranks brands by how often they are named in those answers.

Monthly. Each edition re-samples the tracked prompt set so month-over-month figures are directly comparable.