Cloud Infrastructure Management and Security has unclaimed recommendation contexts.
Share of supported contexts
share of answers
Data as of Aug 25, 2026 · Based on 6,822 AI responses · See how Parse measures this
Cloud Infrastructure Management and Security
Parse
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AI responses consistently position Amazon as a foundational leader in cloud infrastructure, with its native services frequently recommended as the default for -centric environments. Across the board, however, AI answers are increasingly segmented, drawing clear lines between hyperscalers like Web Services, Infrastructure-as-Code standards like , and a competitive field of cloud security platforms led by and .
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | 53% | ||
| 2 | 38% | ||
| 3 | A top-tier CNAPP leader praised for agentless scanning and risk prioritization. | 35% | |
| 4 | 33% | ||
| 5 | Top agentless CNAPP competitor, known for its "SideScanning" technology. | 30% | |
| 6 | 25% | ||
| 7 | 24% | ||
| 8 | 16% | ||
| 9 | 13% | ||
| 10 | 13% | ||
| 11 | 13% | ||
| 12 | 10% | ||
| 13 | 10% | ||
| 14 | 10% | ||
| 15 | 9% | ||
| 16 | 9% | ||
| 17 | 8% | ||
| 18 | Key IaC orchestration platform for policy enforcement and drift control. | 7% | |
| 19 | 6% | ||
| 20 | 6% | ||
| 21 | 6% | ||
| 22 | 6% | ||
| 23 | 6% | ||
| 24 | 5% | ||
| 25 | 5% |
GitHub Copilot became a primary recommendation for AI-powered IaC reviews and code refactoring.
Emerged as a top-tier recommendation alongside Wiz and Orca, especially since late 2025.
“Mentioned as a Palo Alto Networks product.” → “Cited directly as 'Prisma Cloud', a primary CNAPP competitor to Wiz and Orca.”
Who wins on each AI
The same market, seen by two models.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 41% | 40% | ||
| 31% | 34% | ||
| 28% | 25% | ||
| 24% | 21% | ||
| 18% | 18% |
The two models disagree most about Azure Bicep (ChatGPT #25, Google #19).
Sources AI cited
wiz.io is the page AI reaches for most here, cited in 32% of analyzed answers.
Share of supported contexts
share of answers
share of answers
Share of direct mentions
share of answers
AI responses consistently position Amazon as a foundational leader in cloud infrastructure, with its native services frequently recommended as the default for AWS-centric environments. Across the board, however, AI answers are increasingly segmented, drawing clear lines between hyperscalers like Amazon Web Services, Infrastructure-as-Code standards like HashiCorp Terraform, and a competitive field of cloud security platforms led by Wiz and Orca Security.
Across 6,822 AI responses, Microsoft is mentioned most, named in 53% of them, followed by Amazon (38%) and Wiz (35%).
Parse measures each brand's mention rate — the share of answers naming it — across 6,822 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI models overwhelmingly recommend HashiCorp Terraform as the standard for multi-cloud IaC due to its vast provider ecosystem.
OpenTofu is consistently presented as the best open-source alternative to mitigate licensing concerns, while
Crossplane is mentioned for
-native environments.
AI models overwhelmingly recommend HashiCorp Terraform as the standard for multi-cloud IaC due to its vast provider ecosystem.
OpenTofu is consistently presented as the best open-source alternative to mitigate licensing concerns, while
Crossplane is mentioned for -native environments.
For early cloud security, AI consistently recommends agentless CNAPP solutions for their rapid deployment and broad visibility. Wiz and are the most frequently cited leaders, praised for identifying critical risks quickly, with and Defender for Cloud mentioned as strong enterprise alternatives.
share of answers
Brands mentioned
Brands mentioned
Best CNAPP/CSPM for early cloud security coverage?
For early cloud security, AI consistently recommends agentless CNAPP solutions for their rapid deployment and broad visibility. Wiz and
Orca Security are the most frequently cited leaders, praised for identifying critical risks quickly, with
Prisma Cloud and
Microsoft Defender for Cloud mentioned as strong enterprise alternatives.
The market map
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