RRepoGEO

REPOGEO REPORT · LITE

tophant-ai/ClawVault

Default branch main · commit 8e5b7236 · scanned 5/10/2026, 6:42:40 AM

GitHub: 1,192 stars · 27 forks

AI VISIBILITY SCORE
35 /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
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 tophant-ai/ClawVault, 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 clear, concise positioning statement at the top of the README

    Why:

    CURRENT
    The current README starts with a centered description: <p><strong>OpenClaw Security Vault — Atomic "claw" control: every AI reach, within your sight.</strong></p>
    COPY-PASTE FIX
    Insert this new paragraph immediately after the existing description paragraph: <p>ClawVault is an open-source security vault designed to protect sensitive data and credentials from AI agents, providing atomic control over every AI interaction. It prevents data leaks, detects injection attacks, and logs AI interactions with confidential information.</p>
  • highabout#2
    Refine the repository's "About" description for clarity

    Why:

    CURRENT
    OpenClaw Security Vault — Atomic "claw" control: every AI reach, within your sight.
    COPY-PASTE FIX
    OpenClaw Security Vault: Protect sensitive data, API keys, and credentials from AI agents with atomic control, visual monitoring, and injection attack detection.
  • mediumtopics#3
    Add more descriptive topics related to AI security and data protection

    Why:

    CURRENT
    clawdbot, clawdbot-plugin, openclaw, security
    COPY-PASTE FIX
    ai-security, data-protection, ai-agent-security, confidential-computing, privacy, security-vault, access-control, ai-privacy, ai-data-governance

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 tophant-ai/ClawVault
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Microsoft Purview DLP
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Microsoft Purview DLP · recommended 1×
  2. Symantec DLP · recommended 1×
  3. Forcepoint DLP · recommended 1×
  4. Okta · recommended 1×
  5. Azure Active Directory (Azure AD) / Microsoft Entra ID · recommended 1×
  • CATEGORY QUERY
    How to prevent AI agents from accessing sensitive data, credentials, and private files?
    you: not recommended
    AI recommended (in order):
    1. Microsoft Purview DLP
    2. Symantec DLP
    3. Forcepoint DLP
    4. Okta
    5. Azure Active Directory (Azure AD) / Microsoft Entra ID
    6. AWS Identity and Access Management (IAM)
    7. AWS S3
    8. Azure Blob Storage
    9. Google Cloud Storage
    10. HashiCorp Vault
    11. AWS Secrets Manager
    12. Azure Key Vault
    13. Palo Alto Networks Next-Generation Firewalls
    14. Cisco Adaptive Security Appliance (ASA)
    15. AWS Security Groups
    16. Imperva Data Masking
    17. Delphix Data Platform
    18. CrowdStrike Falcon
    19. SentinelOne Singularity

    AI recommended 19 alternatives but never named tophant-ai/ClawVault. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools offer a secure environment for AI agent interaction with confidential information?
    you: not recommended
    AI recommended (in order):
    1. Microsoft Azure Confidential Computing
    2. Google Cloud Confidential Computing
    3. Intel SGX
    4. OpenMined PySyft
    5. IBM Cloud Hyper Protect Services
    6. Fortanix DSM
    7. ConsenSys PegaSys Plus

    AI recommended 7 alternatives but never named tophant-ai/ClawVault. 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 tophant-ai/ClawVault?
    pass
    AI named tophant-ai/ClawVault explicitly

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

  • If a team adopts tophant-ai/ClawVault in production, what risks or prerequisites should they evaluate first?
    pass
    AI named tophant-ai/ClawVault 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 tophant-ai/ClawVault solve, and who is the primary audience?
    pass
    AI named tophant-ai/ClawVault explicitly

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

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  • Brand-free category queries5 vs 2 in Lite
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