Data as of Aug 16, 2026 · Based on 3,131,739 AI responses across 10,525 prompts · See how Parse measures this
Trivytrivy.devTrivy is an all-in-one security scanner that detects CVEs and infrastructure-as-code misconfigurations across code repositories, binary artifacts, container images, and Kubernetes clusters. It also provides secret scanning, license checks, and SBOM generation, consolidating multiple security checks in a single tool. Developed by Aqua Security and released under the Apache-2.0 license, Trivy has an active community and partner ecosystem around it.
The market map
Software Supply Chain Security Platforms →Where AI ranks Trivy
+ 5 more markets
Tone of voice
65% of how AI describes Trivy reads positive.
Words AI uses
AI reaches for fast · open-source · comprehensive when it describes Trivy.
Perceived strengths & weaknesses
AI praises Trivy for overall recommendation; it docks it on remediation guidance.
Rivals
Snyk is the brand AI weighs against Trivy most, and it leads on code and dependency scanning.
Sources
reddit.com shapes more of what AI says about Trivy than any other source, at 7.2% of its citations.
Excerpts where Trivy appeared in the AI's answer
Trivy Want SBOM generation plus vulnerability/container scanning in one tool
Trivy (by Aqua Security) doubles as a powerful vulnerability scanner and a rapid SBOM generator
Excerpts where Trivy appeared in the AI's answer
Trivy is my choice if you want a free/open-source scanner primarily for CI/CD.
Trivy by Aqua Security (Best Open-Source All-Rounder): Trivy is a lightning-fast, incredibly popular open-source scanner.
Excerpts where Trivy appeared in the AI's answer
Trivy (Aqua Security): A single ubiquitous binary that scans filesystems, repos, and containers
Trivy (by Aqua Security) : A highly popular, comprehensive, and fast open-source scanner suitable for CI/CD pipelines, container images, and git repositories.
Excerpts where Trivy appeared in the AI's answer
Trivy + Semgrep is my pick if you want a flexible, lower-cost/open-source stack.
Trivy is a comprehensive, open-source vulnerability scanner that is incredibly fast and easy to implement.
Excerpts where Trivy appeared in the AI's answer
Trivy (by Aqua Security) : The undisputed king of open-source single-binary scanners.
Trivy (by Aqua Security): Widely considered the standard for CI/CD pipelines due to its speed, comprehensive scan (OS packages, app dependencies, IaC, secrets), and user-friendly reports that specifically highlight fixed versions.
Excerpts where Trivy appeared in the AI's answer
Trivy — container images, Kubernetes manifests, IaC, secrets, and SBOM generation.
Trivy (by Aqua Security) is an all-in-one open-source scanner widely used to spot vulnerabilities and misconfigurations in container images, file systems, and live Kubernetes resources.
Excerpts where Trivy appeared in the AI's answer
Trivy (Best for DevSecOps): A comprehensive security scanner by Aqua Security that also generates SBOMs
Trivy (by Aqua Security) is highly effective for combining SBOM generation with vulnerability and secret scanning
Excerpts where Trivy appeared in the AI's answer
Trivy (by Aqua Security) is the go-to lightweight scanner if your CI/CD pipeline builds containers, file systems, or Infrastructure as Code (IaC) .
Trivy (by Aqua Security) is a comprehensive scanner designed for modern cloud-native pipelines.
Excerpts where Trivy appeared in the AI's answer
Trivy (by Aqua Security) : The gold standard for fast, open-source scanning.
Trivy : An open-source, comprehensive scanner that detects vulnerabilities in OS packages (Alpine, RHEL, Ubuntu, etc.) and language-specific dependencies (npm, pip, Go modules, etc.).
Excerpts where Trivy appeared in the AI's answer
Trivy: A comprehensive scanner for vulnerabilities in container images, file systems, and Git repositories.
Trivy: A fast scanner often used for container, image, and configuration scanning within CI/CD pipelines.
appsecsanta.com · trivy.dev · youtube.com · ox.security
