Copilot cut

Leading Cloud Computing Brands in AI Search

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

August 2026 edition

Across the six months through August 2026, Pulumi leads AI search visibility in Cloud Computing on Copilot with a Goodie visibility score of 82.8, ahead of DigitalOcean (82.3) and Sync.com (81.1). The median score across the 10 ranked brands is 80.4. The most-cited source grounding these answers is amazon.com at 5.9% of all citations, while brand-owned pages account for just 34.4%.

5k prompts · 1.5m AI answers · 7m citations · Goodie AI Visibility Index

Industry Benchmarks

August 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
80.4
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 74.2
Score to enter the top 10
—
Fewer than ten brands are ranked in this category, so there is no top-ten bar to report yet.
Brands named per answer
6.4
A typical answer names six brands, so the consideration set is wide and a mention is comparatively easy to earn.
Index-wide average is 6.5
Citation mix
  • UGC 2%
  • Editorial 6%
  • Video 1%
  • Reference 9%
  • Retail 7%
  • Other 75%
Other leads the third-party sources grounding cloud computing answers. Brand-owned citations sit in the next cell and are not counted here.
Brand-owned citation share
34.4%
Owned content is unusually strong here — brand domains are a citation source in their own right, not just the subject of third-party coverage.
Index-wide average is 24.2%
Industry sentiment
85/100
Mean tone of mentions across all ranked brands. Per-brand sentiment sits on each brand profile.
Prompts sampled
5k
Real buyer phrasing, 4 models
AI answers analysed
1.5m
192k in August · ▼ 4.0% vs July
Citations parsed
7m
1m in August · ▲ 0.3% vs July
Brands observed
390
10 ranked here · 380 unranked

Brand Visibility Leaderboard

All models AI Mode ChatGPT Copilot Perplexity
Brand visibility leaderboard for Cloud Computing, ranked by six-month average AI visibility score
#BrandVisibility scoreShare of voiceModelsΔ vs last monthSentimentTop cited source
01Pulumi
82.8
10.3%Copilot—86interactive.com.au
02DigitalOcean
82.3
10.3%Copilot▲ 3.686techradar.com
03Sync.com
81.1
10.1%Copilot—86dropbox.com
04Microsoft Azure
81.1
10.1%Copilot▲ 1.586blog.easecloud.io
05Google Cloud Platform
81.0
10.1%Copilot—85blog.easecloud.io
06Terraform
79.9
10.0%Copilot▲ 7.385blog.easecloud.io
07Kubernetes
79.2
9.9%Copilot—85interactive.com.au
08pCloud
78.4
9.8%Copilot▲ 3.084cloudverse.com.au
09Tresorit
77.7
9.7%Copilot—84cybernews.com
10IBM Cloud
77.7
9.7%Copilot▼ 8.184serverspace.us
10 ranked · visibility is a six-month averageTop source = most frequent source in answers mentioning the brand · Δ compares Aug with Jul

Most-Cited Domains

The answer supply chain
Most-cited domains in AI answers for Cloud Computing
#DomainCitation shareΔ vs last month
01amazon.com
5.9%
▲ 0.9
02techradar.com
4.3%
—
03google.com
2.7%
·
04digitalocean.com
2.7%
—
05gartner.com
2.7%
—
06oracle.com
2.7%
—
07itpro.com
1.8%
—
08box.com
1.8%
—
09drime.cloud
1.8%
—
10itechguides.com
1.8%
—
Top 10 of 942 domains observedΔ compares Aug with Jul, in percentage points

Prompts, Topics & Movers

What's driving this month's answers

Top prompts

Top prompts sampled for Cloud Computing, with distinct brands named and sources cited
#PromptBrandsSources
01Cloud providers commonly used by large regional organizations2430
02Cloud storage services businesses trust for sensitive data1429
03Multi cloud strategies that reduce vendor lock in1928
04Are there affordable cloud platforms for growing businesses?1721
05AWS vs Azure vs Google Cloud pros and cons in real use58
Top 5 of 5k sampledDistinct brands named & sources cited

Biggest movers

Aug vs Jul
Rising
Terraformscore 79.9
▲ 7.3
DigitalOceanscore 82.3
▲ 3.6
pCloudscore 78.4
▲ 3.0
Falling
IBM Cloudscore 77.7
▼ 8.1
5 ranked brands scored in both Jul and AugIndustry avg ±4.7/mo

Global Search Demand

Where this industry's questions originate
347,538 searches sampled
Tracked markets for Cloud Computing, by sampled search volume
#CountrySearch volume
01United Arab Emirates217K
02United States67K
03Japan33K
04Germany12K
05United Kingdom7K
06Australia3K
07Canada2K
08Egypt2K
09France1K
10Italy1K
11Singapore823
12Saudi Arabia438
12 tracked markets
This edition

What Changed This Month

Pulumi leads Cloud Computing this edition with a visibility score of 82.8, ahead of DigitalOcean at 82.3.

amazon.com is the most-cited source grounding cloud computing answers, at roughly 5.9% of citations. Brand-owned pages account for 34.4% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked cloud computing brands is 80.4, and a score above 48.5 reaches the industry top ten.

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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 execute these prompts across different models, including GPT, Perplexity, AI Mode, and more, and across different regions. This allows us to map model understand exactly "how they think" in each market.

Attribution Mapping

We analyze the generated answers to capture the "Kingmaker" domains; the specific sources the models cite giving you a causal link between source authority and brand visibility.

Read the full methodology → Read the full methodology →
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FAQ · Cloud Computing

Questions?
We Have
the Answers.

Pulumi currently leads AI search visibility in cloud computing with a Goodie visibility score of 82.8, measured across the tracked AI models.

amazon.com is the most-cited source in cloud computing AI answers, grounding roughly 5.9% of citations in this industry.

The median score among ranked cloud computing brands is 80.4. A score above 48.5 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.