RRepoGEO

REPOGEO REPORT · LITE

intuitem/ciso-assistant-community

Default branch main · commit fe631925 · scanned 6/30/2026, 2:18:32 AM

GitHub: 4,194 stars · 756 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
27 /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
1 / 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 intuitem/ciso-assistant-community, 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 direct, descriptive statement to the top of the README

    Why:

    COPY-PASTE FIX
    CISO Assistant is an open-source, one-stop-shop GRC platform for Risk Management, AppSec, Compliance & Audit, TPRM, BIA, Privacy, and Reporting.
  • mediumlicense#2
    Clarify the license in the README

    Why:

    COPY-PASTE FIX
    ## License
This project uses a custom license. Please refer to the [LICENSE file](LICENSE) for full details on usage and distribution.
  • mediumreadme#3
    Reinforce 'platform' and 'tool' keywords in the README introduction

    Why:

    CURRENT
    CISO Assistant offers a fresh perspective on Cybersecurity Management and **GRC** (Governance, Risk, and Compliance) practices:
    COPY-PASTE FIX
    CISO Assistant is a comprehensive open-source GRC platform and tool that offers a fresh perspective on Cybersecurity Management and **GRC** (Governance, Risk, and Compliance) practices:

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 intuitem/ciso-assistant-community
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenGCP
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenGCP · recommended 1×
  2. GGRC · recommended 1×
  3. OSSIM · recommended 1×
  4. GRC-Toolbox · recommended 1×
  5. OpenSCAP · recommended 1×
  • CATEGORY QUERY
    What open source tools help manage governance, risk, and compliance for cybersecurity?
    you: not recommended
    AI recommended (in order):
    1. OpenGCP
    2. GGRC
    3. OSSIM
    4. GRC-Toolbox
    5. OpenSCAP
    6. TheHive Project
    7. Cortex
    8. OWASP Projects

    AI recommended 8 alternatives but never named intuitem/ciso-assistant-community. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a platform to automate compliance and audit processes across multiple security frameworks.
    you: not recommended
    AI recommended (in order):
    1. Vanta
    2. Drata
    3. Secureframe
    4. Hyperproof
    5. AuditBoard
    6. Sprinto

    AI recommended 6 alternatives but never named intuitem/ciso-assistant-community. 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 intuitem/ciso-assistant-community?
    pass
    AI did not name intuitem/ciso-assistant-community — 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?

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