RRepoGEO

REPOGEO REPORT · LITE

kac89/vulnrepo

Default branch master · commit e5b7aa0e · scanned 6/14/2026, 3:26:46 PM

GitHub: 559 stars · 118 forks

AI VISIBILITY SCORE
33 /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
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 kac89/vulnrepo, 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
    Explicitly clarify repo's purpose in README's opening

    Why:

    CURRENT
    A client-side, privacy-first vulnerability report manager for security professionals. All data is encrypted and stored locally in your browser — nothing is sent to any server by default.
    COPY-PASTE FIX
    VULNRΞPO is a client-side, privacy-first vulnerability report manager for security professionals. **It is NOT a deliberately vulnerable application for testing or learning; it is a tool to help you manage and generate reports for your own security findings.** All data is encrypted and stored locally in your browser — nothing is sent to any server by default.
  • mediumtopics#2
    Add more specific topics for vulnerability reporting and management

    Why:

    CURRENT
    asvs, bugbounty, burpsuite, end-to-end-encryption, hacking, nessus, ollama, openvas, owasp, pci-dss, pentest-report, pentesting, reporting, reporting-tool, security, security-tool, semgrep, trivy, vulnerabilities, zaproxy
    COPY-PASTE FIX
    asvs, bugbounty, burpsuite, end-to-end-encryption, hacking, nessus, ollama, openvas, owasp, pci-dss, pentest-report, pentesting, reporting, reporting-tool, security, security-tool, semgrep, trivy, vulnerabilities, zaproxy, vulnerability-management, vulnerability-reporting, pentest-reporting-tool, security-reporting-platform
  • lowreadme#3
    Add a 'Comparison' or 'Differentiators' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section, perhaps titled 'Why VULNRΞPO? (Not a Vulnerable App!)' or 'Comparison to Other Tools', with content like: 'Unlike projects such as OWASP Juice Shop, WebGoat, or DVWA, VULNRΞPO is not a deliberately vulnerable application designed for security testing practice. Instead, it is a robust, privacy-first tool built to help security professionals efficiently manage, generate, and encrypt their vulnerability reports from various scanner inputs.'

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 kac89/vulnrepo
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Drata
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Drata · recommended 1×
  2. Adobe Acrobat Pro · recommended 1×
  3. Foxit PhantomPDF · recommended 1×
  4. cryptpad/cryptpad · recommended 1×
  5. Microsoft Word · recommended 1×
  • CATEGORY QUERY
    What are good tools for generating pentest reports with end-to-end encryption?
    you: not recommended
    AI recommended (in order):
    1. Drata
    2. Adobe Acrobat Pro
    3. Foxit PhantomPDF
    4. CryptPad (cryptpad/cryptpad)
    5. Microsoft Word
    6. LibreOffice Writer
    7. Gpg4win
    8. GPGTools
    9. ProtonMail
    10. Tutanota
    11. SpiderFoot HX

    AI recommended 11 alternatives but never named kac89/vulnrepo. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I consolidate vulnerability findings from multiple scanners into a single report?
    you: not recommended
    AI recommended (in order):
    1. DefectDojo (DefectDojo/django-DefectDojo)
    2. Kenna Security (Cisco Vulnerability Management)
    3. ThreadFix
    4. Faraday (infobyte/faraday)
    5. VulnWhisperer (vulnwhisperer/vulnwhisperer)
    6. Microsoft Defender for Cloud (Azure Security Center)

    AI recommended 6 alternatives but never named kac89/vulnrepo. 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 kac89/vulnrepo?
    pass
    AI named kac89/vulnrepo explicitly

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

  • If a team adopts kac89/vulnrepo in production, what risks or prerequisites should they evaluate first?
    pass
    AI named kac89/vulnrepo 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 kac89/vulnrepo solve, and who is the primary audience?
    pass
    AI did not name kac89/vulnrepo — 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?

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kac89/vulnrepo — 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