Editorial source · tracked monthly

forbes.com

Citation profile

Where this domain grounds AI answers in Commercial & Residential, how much of each tracked industry it carries, and which brands depend on it.

October 2026 edition

forbes.com ranks #2 of 3k cited domains in Commercial & Residential, grounding 7.7% of citations in this Copilot cut, up 4.4 percentage points from Sep. Across the index, its strongest measured position is Commercial & Residential at 7.7%, and it appears in 27 of 31 published industries. Sampled answers that cite it name 171 tracked brands.

Source profile · October 2026 · Goodie AI Visibility Index

Source snapshot

Commercial & Residential · Copilot
Citation share
7.7%
▲ 4.4 Oct vs Sep
Industry rank
#2
of 3k cited domains
Industries cited in
27/31
27 live · 0 preview
Source type
Editorial
Inferred from the domain
Brands named alongside
171
In 590 sampled answers that cite it

Citation footprint by industry

All-model · All markets
Every industry where forbes.com is cited, by citation share
Industry Edition Citation share Industry rank Month-over-month Δ
Commercial & Residential Current live
7.7%
#2 ▲ 4.4
Skincare & Cosmetics live
3.8%
#15 —
Asset Management & Wealth live
3.1%
#6 ▼ 2.4
Retail Banking live
3.0%
#16 ▼ 1.9
Delivery & Logistics live
3.0%
#17 —
B2B SaaS – CRM & Sales Software live
2.6%
#14 —
Packaged Foods & Beverages live
2.6%
#18 ▼ 2.2
Personal Care & Household live
2.5%
#40 —
Quick Service Restaurants live
2.5%
#12 —
Specialty Retail live
2.4%
#41 ▼ 1.7
27 of 31 published industries cite this domain above their display threshold · 10 shown Share and movement are measured independently in each industry

Brands named alongside forbes.com

In sampled answers that cite this source · Copilot only
Tracked brands named in sampled answers that cite forbes.com, by number of answers
BrandIndustryShared answersVisibility scoreIndustry rank
Deyaar Properties Commercial & Residential 5
80.0
#1
DAMAC Properties Commercial & Residential 2
76.1
#4
Aldar Properties Commercial & Residential 1
76.0
#5
Lendlease Commercial & Residential 1
76.2
#3
Zoho CRM B2B SaaS – CRM & Sales Software 39
68.8
#5
Pipedrive B2B SaaS – CRM & Sales Software 34
67.5
#11
Capital One Bank Retail Banking 33
74.8
#4
Charles Schwab Asset Management & Wealth 33
72.4
#11
Ally Bank Retail Banking 31
75.5
#2
Morgan Stanley Asset Management & Wealth 29
75.0
#5
171 tracked brands named in 590 sampled answers · top 10 shown Counted from stored answers that name the brand and cite the source
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

Each tracked industry has a fixed set of prompts modelled on how people actually ask about it, so one month can be compared directly with the next.

Global Model Interrogation

We run each industry's prompts across the tracked models in each 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.

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FAQ · Commercial & Residential

Questions?
We Have
the Answers.

A citation profile shows how often a domain is cited as a source in sampled AI answers, and which brands those citations support.

forbes.com currently grounds 7.7% of cited answers in Commercial & Residential.

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