RRepoGEO

REPOGEO REPORT · LITE

kodustech/kodus-ai

Default branch main · commit e8541ad0 · scanned 6/30/2026, 5:12:15 AM

GitHub: 1,206 stars · 118 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 kodustech/kodus-ai, 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 the README's opening to explicitly state its core function as an AI code review tool.

    Why:

    CURRENT
    # Kodus

AI Code Review with Full Control Over Model Choice and Costs.
    COPY-PASTE FIX
    # Kodus AI: Flexible AI Code Review

Kodus AI is a powerful AI code review solution that gives teams full control over model choice and costs.
  • mediumreadme#2
    Clarify the project's license(s) in the README.

    Why:

    COPY-PASTE FIX
    Add a section to the README, e.g., '## License
Kodus AI is licensed under [License Name(s)]. Please refer to the [LICENSE.md](LICENSE.md) file for complete details.'
  • lowtopics#3
    Remove the 'hacktoberfest' topic.

    Why:

    CURRENT
    ai, ai-agents, ai-code-review, ai-coding-tools, code-review, coding-assistant, generative-ai, hacktoberfest
    COPY-PASTE FIX
    ai, ai-agents, ai-code-review, ai-coding-tools, code-review, coding-assistant, generative-ai

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 kodustech/kodus-ai
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot Enterprise
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot Enterprise · recommended 2×
  2. CodeRabbit · recommended 1×
  3. DeepSource · recommended 1×
  4. Codeium · recommended 1×
  5. GitLab Duo Code Suggestions · recommended 1×
  • CATEGORY QUERY
    Looking for an AI code review solution that allows choosing different LLM providers and managing costs.
    you: not recommended
    AI recommended (in order):
    1. CodeRabbit
    2. DeepSource
    3. Codeium
    4. GitHub Copilot Enterprise
    5. GitLab Duo Code Suggestions
    6. CodiumAI

    AI recommended 6 alternatives but never named kodustech/kodus-ai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are secure, self-hostable AI code review tools for private enterprise repositories?
    you: not recommended
    AI recommended (in order):
    1. GitLab Ultimate
    2. GitHub Enterprise Server
    3. GitHub Copilot Enterprise
    4. DeepCode AI
    5. SonarQube
    6. CodeGuru Reviewer
    7. AWS Outposts
    8. AWS Local Zones
    9. Kite

    AI recommended 9 alternatives but never named kodustech/kodus-ai. 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 kodustech/kodus-ai?
    pass
    AI did not name kodustech/kodus-ai — 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 kodustech/kodus-ai in production, what risks or prerequisites should they evaluate first?
    pass
    AI named kodustech/kodus-ai 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 kodustech/kodus-ai solve, and who is the primary audience?
    pass
    AI did not name kodustech/kodus-ai — 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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kodustech/kodus-ai — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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