RRepoGEO

REPOGEO REPORT · LITE

safedep/vet

Default branch main · commit 79617274 · scanned 5/28/2026, 11:22:01 AM

GitHub: 1,059 stars · 99 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface safedep/vet, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition README's opening to state multi-language SCA purpose

    Why:

    COPY-PASTE FIX
    vet is a comprehensive software composition analysis (SCA) tool designed to protect against malicious open source packages across Go, Python, Node.js, and Ruby ecosystems. It goes beyond traditional vulnerability scanning to provide zero-day detection, AI tool usage signals, and robust policy enforcement.
  • mediumreadme#2
    Emphasize policy-as-code and CI/CD integration in README

    Why:

    COPY-PASTE FIX
    Beyond vulnerability scanning, vet enables robust policy-as-code enforcement, allowing you to define and apply security policies directly within your CI/CD pipelines to ensure compliance and prevent supply chain risks.
  • mediumreadme#3
    Explicitly list supported ecosystems in README

    Why:

    COPY-PASTE FIX
    vet provides comprehensive scanning for dependencies across Go (go.mod), Python (PyPI), Node.js (npm), and Ruby (RubyGems) ecosystems.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface safedep/vet
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Snyk
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Snyk · recommended 2×
  2. Dependabot · recommended 1×
  3. OWASP Dependency-Check · recommended 1×
  4. Trivy · recommended 1×
  5. Whitesource Renovate · recommended 1×
  • CATEGORY QUERY
    How to scan open source dependencies for vulnerabilities in my Python, Node.js, and Ruby projects?
    you: not recommended
    AI recommended (in order):
    1. Snyk
    2. Dependabot
    3. OWASP Dependency-Check
    4. Trivy
    5. Whitesource Renovate

    AI recommended 5 alternatives but never named safedep/vet. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help enforce security policies for third-party software components in CI/CD pipelines?
    you: not recommended
    AI recommended (in order):
    1. Snyk
    2. OWASP Dependency-Check (jeremylong/DependencyCheck)
    3. Sonatype Nexus Lifecycle
    4. Veracode Software Composition Analysis (SCA)
    5. Mend.io
    6. Fossa
    7. Trivy (aquasecurity/trivy)

    AI recommended 7 alternatives but never named safedep/vet. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of safedep/vet?
    pass
    AI named safedep/vet explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts safedep/vet in production, what risks or prerequisites should they evaluate first?
    pass
    AI named safedep/vet explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo safedep/vet solve, and who is the primary audience?
    pass
    AI named safedep/vet explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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safedep/vet — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite