What AI says about Trivy
Data as of Oct 25, 2026Based on 12,477 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Trivy is an open-source security scanner from Aqua Security that finds vulnerabilities, misconfigurations, and secrets across container images, code repositories, and Kubernetes environments. It is among the brands most often named when teams need CI/CD pipeline security scanning, container image checks, or fast SBOM generation for compliance.
Mentioned in
6%
of AI answers about Trivy and its rivals · since Jul 5
The market map
Software Supply Chain Security PlatformsMentioned in
- 1SnykMentioned in 53%Avg. position 4.4
- 2TrivyMentioned in 33%Avg. position 5.3
- 2AnchoreMentioned in 31%Avg. position 5.2
- 4OWASP Dependency-TrackMentioned in 28%Avg. position 5.9
- 4SyftMentioned in 27%Avg. position 3.7
- 4Black DuckMentioned in 25%Avg. position 5.2
- 7GrypeMentioned in 21%Avg. position 6.5
- 7SonatypeMentioned in 20%Avg. position 5.7
- 7Endor LabsMentioned in 19%Avg. position 4.7
- 7CycloneDX Generator (cdxgen)Mentioned in 18%Avg. position 5.6
- 11MendMentioned in 16%Avg. position 6.2
- 11Aqua SecurityMentioned in 15%Avg. position 5.8
- 11FOSSAMentioned in 15%Avg. position 6.5
- 11Microsoft SBOM ToolMentioned in 14%Avg. position 6.5
Where Trivy ranks in AI
MarketRank · Mentioned in
- Software Supply Chain Security Platforms#2 · 33%
- CI/CD Application Security Scanning Tools#5 · 30%
- Secrets Scanning & AI Code Security#16 · 4%
- Cloud Infrastructure Management and Security#20 · 6%
- AI-Powered Code Review & SAST Tools#22 · 3%
- Infrastructure as Code Platforms#27 · 1%
- Network Firewall Solutions#29 · 4%
- Private Artifact Registry Services#29 · 1%
- Security Validation and Red Teaming Platforms#31 · 4%
- DevSecOps Application Security Platforms#47 · 1%
- Continuous Automated Penetration Testing#55 · 1%
- Internal Developer Platform Software#95 · 1%
Topics where AI mentions Trivy
TopicMentioned in · on this topicRank
- SBOM generation for CI/CD pipelinesSoftware Supply Chain Security Platforms94%Rank #1
- Mentioned in
- What's a good tool for creating a software bill of materials (SBOM) from our CI/CD pipeline to meet compliance?on this question69%
Excerpts where Trivy appeared in the AI's answer
ChatGPT SearchSep 19, 2026, ChatGPT Search Use Grype or Trivy against the resulting SBOM for vulnerability gates. Trivy can also generate SBOMs itself
Google AI ModeSep 11, 2026, Google AI Mode Trivy (by Aqua Security) : A comprehensive, widely adopted open-source security scanner that handles vulnerability detection, misconfigurations, and native SBOM generation in both CycloneDX and SPDX formats.
- Container vulnerability scanningSoftware Supply Chain Security Platforms93%Rank #1
- SBOM generation and managementSoftware Supply Chain Security Platforms44%Rank #4
- License compliance and vulnerability managementSoftware Supply Chain Security Platforms21%Rank #5
- SBOM and vulnerability platform with AI patch guidanceSoftware Supply Chain Security Platforms10%Rank #8
- Continuous sbom monitoring and vulnerability matchingSoftware Supply Chain Security Platforms2%Rank #23
- Enterprise supply chain security platformsSoftware Supply Chain Security Platforms2%Rank #30
- IaC compliance scanningCloud Infrastructure Management and Security56%Rank #3
- Infrastructure-as-code review
- Application security posture management
- Cloud infrastructure configuration security scanners
- Multi-cloud IAM misconfiguration detection
- Security for AI-generated code
- Container-based CI/CD automation
- Security vulnerability scanning
- Cross-platform artifact and container registry
- Cloud security posture assessment tools
- Open source compliance scanning
- Continuous compliance monitoring and risk management
- DevOps compliance automation platform
- Network configuration generation
- Open-source internal developer platform tools
- Static vulnerability scanning
- Default-secure cloud infrastructure for startups
- Code vulnerability ticketing
- Linux server patch management
- SOC 2 compliance automation
- Minimal platform engineering stack
- Mentioned in
- What is the best CI/CD pipeline security scanner to integrate into an existing build pipeline for a DevOps engineer?on this question95%
Excerpts where Trivy appeared in the AI's answer
Google AI ModeSep 20, 2026, Google AI Mode Trivy (Best Open-Source Container & IaC Scanner): Built by Aqua Security, Trivy is a comprehensive, stateless open-source scanner.
ChatGPT SearchSep 20, 2026, ChatGPT Search Trivy — excellent lightweight/open-source choice for containers, dependencies, IaC, secrets, and repositories.
- Best container image scanning with actionable fixes?on this question95%
Excerpts where Trivy appeared in the AI's answer
ChatGPT SearchSep 27, 2026, ChatGPT Search Trivy — best lightweight/open-source choice; scans vulnerabilities, secrets, misconfigurations, and SBOMs.
Google AI ModeSep 19, 2026, Google AI Mode Snyk and Trivy are the top-tier container image scanners providing specific, actionable fixes
- What is the best dependency scanning tool that provides good remediation advice for vulnerabilities in our Docker images?on this question93%
Excerpts where Trivy appeared in the AI's answer
Google AI ModeSep 27, 2026, Google AI Mode Trivy: Scans container image layers quickly for OS packages and application dependencies, outputting explicit fixed version numbers for discovered CVEs.
ChatGPT SearchSep 19, 2026, ChatGPT Search Trivy — excellent lightweight/open-source scanner, but its remediation experience is less comprehensive than Scout/Snyk.
- I'm looking for a dependency scanning tool that provides good remediation advice for vulnerabilities in Docker images.on this question93%
Excerpts where Trivy appeared in the AI's answer
ChatGPT SearchSep 27, 2026, ChatGPT Search Aqua Security Trivy — Good detection; more DIY remediation — excellent package/CVE visibility, but generally less opinionated about the exact change to make
Google AI ModeSep 27, 2026, Google AI Mode Trivy (Open Source by Aqua Security) is the leading open-source choice.
- We are unable to prove compliance for our software supply chain. Who provides SBOM (Software Bill of Materials) generation and signing tools?on this question51%
Excerpts where Trivy appeared in the AI's answer
Google AI ModeSep 20, 2026, Google AI Mode Trivy: Created by Aqua Security, Trivy functions as an all-in-one security scanner that handles SBOM generation alongside vulnerability and secret detection
Google AI ModeSep 16, 2026, Google AI Mode Trivy performs vulnerability scanning and generates comprehensive SBOMs
How AI describes Trivy
Common descriptions
open-source · fast · comprehensive · excellent · lightweight · all-in-one
Tone of AI’s statements about Trivy
- Positive50%
- Neutral46%
- Mixed3%
- Negative1%
Trivy is the pick in 94% of AI’s recommendations.
Question: Best blueprint for a minimal platform-engineering stack?
Google AI ModeOct 20, 2026
Vulnerability Scanning: Trivy integrated straight into the CI pipeline.
Google AI ModeAsk Google AI Mode yourself (opens in a new tab)ChatGPT SearchAsk ChatGPT yourself (opens in a new tab)
Question: As a cost-conscious organization, which open-source security tools are viable substitutes for commercial products in a small environment?
ChatGPT SearchOct 7, 2026
Trivy is particularly compelling if the organization develops software or uses containers.
Google AI ModeOct 7, 2026
Trivy : Provides comprehensive container, file system, and git repository scanning
ChatGPT SearchAsk ChatGPT yourself (opens in a new tab)Google AI ModeAsk Google AI Mode yourself (opens in a new tab)
Where AI mentions Trivy
Position in answers
- Named first9%
- 2nd or 3rd32%
- Later59%
Each engine’s share of its own answers across Trivy’s markets · since Jul 5
- ChatGPT Search7%
- Google AI Mode6%
Sources AI cites
trivy.dev 13%Other sites 87%
- Owned13%
- Trivy · 6% (opens in a new tab)
- Overview - Trivy · 1% (opens in a new tab)
- Code Repository - Trivy · 1% (opens in a new tab)
- Trivy · 1% (opens in a new tab)
- Secret - Trivy · 1% (opens in a new tab)
- Container Image - Trivy · <1% (opens in a new tab)
- Installation - Trivy · <1% (opens in a new tab)
- Overview - Trivy · <1% (opens in a new tab)
- Overview - Trivy · <1% (opens in a new tab)
- Vulnerability Scanning · <1% (opens in a new tab)
- 8%
- All-In-One Open Source Security Scanner | Docker Image Analysis with Trivy · 1% (opens in a new tab)
- Your Container Images Need This Security Scan - YouTube · 1% (opens in a new tab)
- Secure Your DevOps Pipeline with GitHub Actions · 1% (opens in a new tab)
- Build a Production-Ready FastAPI DevSecOps Pipeline (CI/CD + Docker + Security Scans) · 1% (opens in a new tab)
- Find Vulnerabilities Fast! New Docker CLI Command · <1% (opens in a new tab)
- Building a Real Production DevSecOps Pipeline · <1% (opens in a new tab)
- Build Your First SBOM Pipeline (3 Tools, 1 Workflow) · <1% (opens in a new tab)
- 7 Tools to Scan Containers Before You Ship · <1% (opens in a new tab)
- Modern Cyberattacks Start Here | SBOM & Supply Chain ... · <1% (opens in a new tab)
- Your Container Images Need This Security Scan · <1% (opens in a new tab)
- 6%
- Reddit - Prove your humanity · 4% (opens in a new tab)
- What security tools do you like to use in your CICD pipelines? · 1% (opens in a new tab)
- Best Docker Vulnerability Scanner? · 1% (opens in a new tab)
- SBOM 101: What a Software Bill of Materials is, why CRA requires it, and how to create one · <1% (opens in a new tab)
- Open Source Alternatives to Commercial Security Products · <1% (opens in a new tab)
- Need recommendations · <1% (opens in a new tab)
- 5%
- Best SBOM Tools 2026: Syft Leads OSS, FOSSA Leads Commercial · 1% (opens in a new tab)
- What is SBOM? Software Bill of Materials (2026) · 1% (opens in a new tab)
- Best Trivy Alternatives in 2026: Container Security · 1% (opens in a new tab)
- 8 Best Open Source Container Security Tools (2026) · 1% (opens in a new tab)
- 64 Open Source AppSec Tools: Complete 2026 Guide · <1% (opens in a new tab)
- 12 Free Open-Source SCA Tools 2026 (Compared) | AppSec Santa · <1% (opens in a new tab)
- Supply Chain Security Tools (2026) | AppSec Santa · <1% (opens in a new tab)
- Best Application Security Tools 2026: 230 Reviewed · <1% (opens in a new tab)
- 23 Best Container Security Tools (2026) | AppSec Santa · <1% (opens in a new tab)
- Trivy vs Snyk (2026): Container, SCA & IaC Comparison · <1% (opens in a new tab)
- 5%
- Top 5 SBOM Tools 2025: Secure Your Software Supply Chain · 4% (opens in a new tab)
- Best Container Security Tools 2026: Top 10 Ranked · 1% (opens in a new tab)
- Top 5 SBOM Tools 2025: Secure Your Software Supply Chain · <1% (opens in a new tab)
- Top 5 SBOM Tools 2025: Secure Your Software Supply Chain · <1% (opens in a new tab)
- 2%
- SBOM Tools: The Basics and 5 Free Tools to Get You Started · 1% (opens in a new tab)
- Top 7 OSS Container Image Scanning Tools for 2025 · 1% (opens in a new tab)
- Top 5 Open Source Vulnerability Management Tools · 1% (opens in a new tab)
- Aqua Enterprise vs Aqua Trivy: What’s Best for You? · <1% (opens in a new tab)
- Trivy’s Journey Continues: First Unified Scanner for Cloud Native Security · <1% (opens in a new tab)
- 2%
- Best Container Scanning Tools in 2026 Compared · 1% (opens in a new tab)
- Best Container Image Scanning Tools (2026 Guide) · 1% (opens in a new tab)
- Best SBOM Tools in 2026: Generation & Management Compared · <1% (opens in a new tab)
- Best Container Scanning Tools in 2026: Honest Guide · <1% (opens in a new tab)
- Best Container Security Tools in 2026: Ranked Guide · <1% (opens in a new tab)
- Trivy vs Snyk: A Practical Comparison for CI/CD - Safeguard · <1% (opens in a new tab)
- Best Container Scanning Tools in 2026: Honest Guide · <1% (opens in a new tab)
- 2%
- GitHub - aquasecurity/trivy: Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more · GitHub · 1% (opens in a new tab)
- trivy/docs/guide/references/configuration/cli/trivy.md at main · aquasecurity/trivy · GitHub · <1% (opens in a new tab)
- trivy/docs/guide/scanner/vulnerability.md at main · aquasecurity/trivy · GitHub · <1% (opens in a new tab)
- What security concerns should I have with Docker? How should I go about locking it down? · BretFisher ama · Discussion #150 · <1% (opens in a new tab)
- docker.docker.github.io-1/docker-hub/vulnerability-scanning.md at master · docker-archive-public/docker.docker.github.io-1 · <1% (opens in a new tab)
- [Docker Scout] Package Remediation Advice #485 - GitHub · <1% (opens in a new tab)
- What is an SBOM (software bill of materials)? · GitHub · <1% (opens in a new tab)
- GitHub - rezmoss/awesome-security-pipeline: Practical, continuously verified open-source DevSecOps tools and a tested CI/CD security pipeline for GitHub Actions, covering SBOM, SAST, SCA, secrets, containers, and signing. · GitHub · <1% (opens in a new tab)
The page AI cites most for Trivy
