Copilot cut

Leading Cloud Computing Brands in AI Search in Singapore

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

October 2026 edition

Across the six months through October 2026, Microsoft Azure leads AI search visibility in Cloud Computing on Copilot in Singapore with a Goodie visibility score of 77.7, ahead of Amazon Web Services (76.4) and Google Cloud Platform (76.2). The median score across the 10 ranked brands is 74.0, and a score above 72.0 reaches the top ten. The most-cited source grounding these answers is amazon.com at 5.6% of all citations, while brand-owned pages account for just 38.3%.

35k prompts · 2.4m AI answers · 10.5m citations · Goodie AI Visibility Index

Industry Benchmarks

October 2026 · Cloud Computing · 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
74.0
Half of the 10 ranked cloud computing brands score below this. The midpoint, not the average, so a few dominant brands do not distort it.
Index-wide median is 72.5
Score to enter the top 10
72.0
Clearing 72.0 puts a brand in the category top ten. The bar sits 2.1 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 6.8
Citation mix
  • UGC 1%
  • Editorial 13%
  • Reference 10%
  • Retail 9%
  • Other 67%
Other leads the third-party sources grounding cloud computing 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
38.3%
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
49/100
Mean tone of mentions across the ranked brands that carry a measured value. Per-brand sentiment sits on each brand profile.
Prompts sampled
35k
Real buyer phrasing, 4 models
AI answers analysed
2.4m
315k in October · ▲ 7.1% vs September
Citations parsed
10.5m
985k in October · ▼ 2.3% vs September
Brands observed
517
10 ranked here · 507 unranked

Brand Visibility Leaderboard

Brand visibility leaderboard for Cloud Computing, ranked by six-month average AI visibility score
#BrandVisibility scoreShare of voiceModelsΔ vs last monthSentimentTop cited source
01Microsoft Azure
77.7
10.5%Copilot▲ 5.539ardura.consulting
02Amazon Web Services
76.4
10.3%Copilot▲ 3.259datamation.com
03Google Cloud Platform
76.2
10.3%Copilot▼ 7.950datamation.com
04Akamai
74.8
10.1%Copilot▲ 2.341hostingdive.com
05Microsoft
74.1
10.0%Copilot▲ 3.057amazon.com
06DigitalOcean
74.0
10.0%Copilot▲ 1.967amazon.com
07AWS
73.0
9.8%Copilot▲ 2.929amazon.com
08Linode
72.4
9.7%Copilot▲ 7.155hostingdive.com
09IBM Cloud
72.2
9.7%Copilot▼ 1.148datamation.com
10Google
72.0
9.7%Copilot▲ 6.442amazon.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 Cloud Computing
#DomainCitation shareΔ vs last month
01amazon.com
5.6%
—
02techradar.com
5.5%
—
03google.com
4.3%
—
04cncf.io
3.6%
—
05fluence.network
2.3%
—
06gartner.com
2.3%
—
07microsoft.com
2.3%
—
08digitalocean.com
2.1%
—
09forbes.com
1.8%
—
10techstoriess.com
1.8%
—
Top 10 of 1k domains observedΔ compares Oct with Sep, in percentage points

Prompts, Topics & Movers

What's driving this month's answers

Sampled prompts

Prompts sampled for Cloud Computing, with distinct brands named and sources cited
#PromptBrandsSources
01Multi cloud strategies that reduce vendor lock in2727
02Cloud storage services businesses trust for sensitive data2024
03Are there affordable cloud platforms for growing businesses?2119
04Cloud providers commonly used by large regional organizations2117
05AWS vs Azure vs Google Cloud pros and cons in real use913
5 of 35k sampledDistinct brands named & sources cited

Biggest movers

Oct vs Sep
Rising
Linodescore 72.4
▲ 7.1
Googlescore 72.0
▲ 6.4
Microsoft Azurescore 77.7
▲ 5.5
Falling
▼ 7.9
IBM Cloudscore 72.2
▼ 1.1
10 ranked brands scored in both Sep and OctIndustry avg ±4.1/mo

Global Search Demand

Where this industry's questions originate
185,464 searches sampled
Tracked markets for Cloud Computing, by sampled search volume
#CountrySearch volume
01United Arab Emirates128K
02United States34K
03Japan10K
04Germany6K
05United Kingdom3K
06Australia1K
07Canada1K
08Egypt981
09Singapore352
10Italy208
11France143
12Saudi Arabia98
12 tracked markets
This edition

What Changed This Month

Microsoft Azure leads Cloud Computing this edition with a visibility score of 77.7, ahead of Amazon Web Services at 76.4.

amazon.com is the most-cited source grounding cloud computing answers, at roughly 5.6% of citations. Brand-owned pages account for 38.3% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked cloud computing brands is 74.0, and a score above 72.0 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 · Cloud Computing

Questions?
We Have
the Answers.

Microsoft Azure currently leads AI search visibility in cloud computing with a Goodie visibility score of 77.7, measured across the tracked AI models.

amazon.com is the most-cited source in cloud computing AI answers, grounding roughly 5.6% of citations in this industry.

The median score among ranked cloud computing brands is 74.0. A score above 72.0 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.