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How AI describes in-toto

Data as of Aug 25, 2026 · Based on 3,181,687 AI responses across 10,525 prompts · See how Parse measures this

in-toto logoin-totoin-toto.io

in-toto is a framework designed to secure the integrity of software supply chains from initiation to end user installation. It provides an open metadata standard and Apache-licensed tools to make supply chain steps, their performers, and order transparent to users.

Parse Score

52.0

#36 of 96 in Software Supply Chain Security Platforms

Strength15
Reach44
Authority32

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Sources

aquasec.com shapes more of what AI says about in-toto than any other source, at 20% of its citations.

cyclonedx.org · in-toto.io · openssf.org · reddit.com

AI questions where in-toto appears

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The market map

Software Supply Chain Security Platforms →
5%10%20%50%Category leadersSpecialistsIn the mixLong tailNamed in more AI answers →Appears earlier in the answer →SyftAnchoreSnykTrivySonatypeFOSSAOX SecurityGrypeMendCycloneDXMicrosoft SBOM T…OWASP Dependency…GitHubAikidoin-toto

Where AI ranks in-toto

Software Supply Chain Security Platforms#36

  • Excerpts where in-toto appeared in the AI's answer

    Google AI Mode · excerpt
    in-toto / SLSA Framework: Used to create complete supply chain metadata and attestations
    ChatGPT Search · excerpt
    in-toto – Produces signed provenance attestations across the build pipeline.