Manifest is a software supply chain security platform that provides complete visibility and transparency into software components, AI models, and third-party risks. The company automates SBOM (Software Bill of Materials) generation, manages AI and third-party risks, and enables continuous compliance at scale for highly regulated organizations.
Manifest provides universal technology transparency by enabling organizations to secure their entire software supply chain in one platform—from the code they build to the tools and AI models they buy—with automated SBOM generation, continuous vulnerability monitoring, and compliance management that deploys in 90 seconds.
AI Visibility Score
Manifest has an AI visibility score of 8/100, rated as invisible. This score reflects how often and how prominently Manifest appears in responses from AI assistants like ChatGPT, Claude, and Gemini.
AI Perception Summary
Manifest holds a commanding lead in brand-specific identity and high-speed AppSec resonance, yet it is dangerously absent from the high-stakes regulatory and compliance conversations that drive enterprise procurement. While the brand dominates its own 'vibe check' at the #1 spot in AI Overviews, it is being systematically excluded from critical medical device and federal compliance queries where competitors like Snyk and Anchore are already entrenched.
Strengths
- Exceptional 50% mention rate among Speed-Obsessed AppSec Leads, indicating strong technical mindshare.
- Absolute authority on brand-specific queries, securing the #1 position in AI Overviews for brand identity.
- High-intent performance for 'managing and sharing SBOMs' with a #2 ranking on Gemini and #7 on AI Overviews.
Visibility Gaps
- Near-zero visibility in Federal and Medical GRC sectors, failing to appear in high-intent regulatory compliance queries.
- Complete absence in the emerging AI and Third-Party Risk Oversight category, a missed opportunity as the market shifts toward AI security.
- Significant mention volume deficit compared to competitors like Snyk and Syft, who appear up to three times more frequently across all platforms.
Competitors in AI Recommendations
- Snyk: 30 mentions
- Syft: 27 mentions
- Anchore: 22 mentions
- Anchore Enterprise: 19 mentions
- CycloneDX: 16 mentions
- Jenkins: 15 mentions
- Trivy: 15 mentions
- GitHub Actions: 14 mentions
- Black Duck: 13 mentions
- Sigstore: 13 mentions
- SPDX: 12 mentions
- Grype: 11 mentions
- Dependency-Track: 10 mentions
- GitLab: 10 mentions
- Synopsys: 9 mentions
Categories: Cybersecurity
Tags: Startups