RRepoGEO

REPOGEO REPORT · LITE

lintsinghua/DeepAudit

Default branch v3.0.0 · commit 51d94acb · scanned 5/12/2026, 5:11:53 PM

GitHub: 6,022 stars · 736 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 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 lintsinghua/DeepAudit, 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
    Add a concise, explicit positioning statement to the README's opening

    Why:

    COPY-PASTE FIX
    Add a sentence immediately after the H1, e.g., "DeepAudit is the first open-source multi-agent AI system for code vulnerability detection, making advanced security auditing accessible to everyone."
  • highhomepage#2
    Add a homepage URL to the repository's About section

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    Set the homepage URL to a relevant project page or documentation site, e.g., "https://deepwiki.com/lintsinghua/DeepAudit" (based on the link in the README).
  • mediumtopics#3
    Refine repository topics to focus on core functionality and remove implementation details

    Why:

    CURRENT
    ai, bug-detection, code-audit, code-quality, code-review, developer-tools, devsecops, google-gemini, llm, react, sast, security-scanner, supabase, typescript, vite, vulnerability-scanner, xai
    COPY-PASTE FIX
    ai, bug-detection, code-audit, code-quality, code-review, developer-tools, devsecops, llm, sast, security-scanner, vulnerability-scanner, xai, multi-agent-system, ai-security, automated-auditing, poc-generation

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 lintsinghua/DeepAudit
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 1×
  2. github/codeql · recommended 1×
  3. github/dependabot · recommended 1×
  4. OpenAI's ChatGPT / GPT-4 · recommended 1×
  5. Google's Gemini · recommended 1×
  • CATEGORY QUERY
    How can I easily detect code vulnerabilities and generate PoCs using an AI assistant?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. CodeQL (github/codeql)
    3. Dependabot (github/dependabot)
    4. OpenAI's ChatGPT / GPT-4
    5. Google's Gemini
    6. Snyk Code / Snyk AI
    7. CodiumAI

    AI recommended 7 alternatives but never named lintsinghua/DeepAudit. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source AI security tools offer automated code auditing and private deployment options?
    you: not recommended
    AI recommended (in order):
    1. Grype (anchore/grype)
    2. OWASP ZAP (zaproxy/zaproxy)
    3. Bandit (PyCQA/bandit)
    4. TruffleHog (trufflesecurity/trufflehog)
    5. Snyk Code
    6. Semgrep (returntocorp/semgrep)
    7. MLflow (mlflow/mlflow)
    8. Kubeflow (kubeflow/kubeflow)

    AI recommended 8 alternatives but never named lintsinghua/DeepAudit. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    Suggestion:

  • 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 lintsinghua/DeepAudit?
    pass
    AI named lintsinghua/DeepAudit explicitly

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

  • If a team adopts lintsinghua/DeepAudit in production, what risks or prerequisites should they evaluate first?
    pass
    AI named lintsinghua/DeepAudit 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 lintsinghua/DeepAudit solve, and who is the primary audience?
    pass
    AI did not name lintsinghua/DeepAudit — likely talking about a different project

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

Embed your GEO score

Drop this badge into the README of lintsinghua/DeepAudit. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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lintsinghua/DeepAudit — 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