AI Mode cut

Leading Commercial & Residential Brands in AI Search in France

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

October 2026 edition

Across the six months through October 2026, Sobha Realty leads AI search visibility in Commercial & Residential on AI Mode in France with a Goodie visibility score of 78.8, ahead of Nexity (73.7) and Cogedim (73.5). The median score across the 10 ranked brands is 70.8, and a score above 67.1 reaches the top ten. The most-cited source grounding these answers is youtube.com at 7.4% of all citations, while brand-owned pages account for just 24.7%.

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

Industry Benchmarks

October 2026 · Commercial & Residential · AI Mode
What good looks like in this category. Read a brand's own score against these before looking at who is winning.
Median visibility score
70.8
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 68.2
Score to enter the top 10
67.1
Clearing 67.1 puts a brand in the category top ten. The bar sits 3.7 points below the midpoint, so the leaderboard is closely contested.
Brands named per answer
8.7
A typical answer names nine brands, so the consideration set is wide and a mention is comparatively easy to earn.
Index-wide average is 8.9
Citation mix
  • UGC 3%
  • Editorial 1%
  • Video 7%
  • Reference 5%
  • Other 84%
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
24.7%
Owned content sits below the index-wide average here: third-party sources decide most of these answers.
Index-wide average is 26.8%
Industry sentiment
63/100
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
01Sobha Realty
78.8
11.0%AI Mode—69brand-atlas.com
02Nexity
73.7
10.3%AI Mode—62altarea.com
03Cogedim
73.5
10.3%AI Mode—63groupe-emerige.com
04Bouygues Immobilier
71.2
10.0%AI Mode▲ 6.158argan.fr
05Emerige
71.0
9.9%AI Mode—78groupe-emerige.com
06Woodeum
70.7
9.9%AI Mode—78altarea.com
07Vinci Immobilier
69.6
9.7%AI Mode▲ 13.850argan.fr
08Kaufman & Broad
69.3
9.7%AI Mode▲ 12.354altarea.com
09Eiffage Immobilier
68.6
9.6%AI Mode▲ 12.353argan.fr
10Qatari Diar
67.1
9.4%AI Mode—61financemiddleeast.com
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
01youtube.com
7.4%
—
02multihousingnews.com
4.5%
—
03altarea.com
3.3%
—
04savills.com
2.7%
—
05tollbrothers.com
2.7%
—
06wealthranking.org
2.7%
—
07constructionweekonline.com
2.6%
—
08facebook.com
2.5%
—
09linkedin.com
2.2%
—
10matrixbcg.com
1.9%
—
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
01Property groups expanding regionally3166
02Commercial developers with premium business districts projects5452
03Residential developers focusing on sustainability3136
04Top real estate developers working on small apartments3435
05Quels groupes immobiliers construisent en dehors de leur marché d'origine ?97
5 of 33k sampledDistinct brands named & sources cited

Biggest movers

Oct vs Sep
Rising
▲ 13.8
Kaufman & Broadscore 69.3
▲ 12.3
▲ 12.3
Falling

No falling brands this month.

4 ranked brands scored in both Sep and OctIndustry avg ±11.1/mo

Global Search Demand

Where this industry's questions originate
793,024 searches sampled
Tracked markets for Commercial & Residential, by sampled search volume
#CountrySearch volume
01United States389K
02Australia110K
03United Kingdom77K
04Japan70K
05Germany45K
06Egypt27K
07Canada19K
08France19K
09United Arab Emirates14K
10Saudi Arabia12K
11Italy6K
12Singapore5K
12 tracked markets
This edition

What Changed This Month

Sobha Realty leads Commercial & Residential this edition with a visibility score of 78.8, ahead of Nexity at 73.7.

youtube.com is the most-cited source grounding commercial & residential answers, at roughly 7.4% of citations. Brand-owned pages account for 24.7% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked commercial & residential brands is 70.8, and a score above 67.1 reaches the industry top ten.

Free brand check · no signup

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.

Sobha Realty currently leads AI search visibility in commercial & residential with a Goodie visibility score of 78.8, measured across the tracked AI models.

youtube.com is the most-cited source in commercial & residential AI answers, grounding roughly 7.4% of citations in this industry.

The median score among ranked commercial & residential brands is 70.8. A score above 67.1 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.