RRepoGEO

REPOGEO REPORT · LITE

jakemor/kanna

Default branch main · commit 3d8fed07 · scanned 6/13/2026, 9:02:11 AM

GitHub: 580 stars · 72 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 jakemor/kanna, 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 README H1 and opening paragraph to clarify purpose and tech stack

    Why:

    CURRENT
    <h1 align="center">Kanna</h1>

<p align="center">
  <strong>A beautiful web UI for the Claude Code & Codex CLIs</strong>
</p>
    COPY-PASTE FIX
    <h1 align="center">Kanna: A Web UI for Claude Code & Codex CLIs (Built with Bun & TypeScript)</h1>

<p align="center">
  <strong>Kanna provides a beautiful, local web interface to manage and interact with your Claude Code and OpenAI Codex command-line tools, streamlining your AI-powered coding workflows.</strong>
</p>
  • hightopics#2
    Add specific topics for AI UI and code generation

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-tools, code-generation, claude, codex, openai, local-ui, web-ui, developer-tools, cli-wrapper, bun, typescript
  • mediumlicense#3
    Clarify the project's license(s) in the README

    Why:

    COPY-PASTE FIX
    ## License
This project uses a custom license. Please refer to the [LICENSE](LICENSE) file for full details on the terms and conditions.

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 jakemor/kanna
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Gradio
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Gradio · recommended 2×
  2. Streamlit · recommended 2×
  3. Flask · recommended 2×
  4. React · recommended 2×
  5. Panel · recommended 1×
  • CATEGORY QUERY
    How can I get a local web UI for my AI code generation tools?
    you: not recommended
    AI recommended (in order):
    1. Gradio
    2. Streamlit
    3. Panel
    4. Flask
    5. Jinja2
    6. Django
    7. Django REST Framework (DRF)
    8. FastAPI
    9. React
    10. Vue
    11. Svelte

    AI recommended 11 alternatives but never named jakemor/kanna. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good local UIs for managing multiple AI coding assistants and projects?
    you: not recommended
    AI recommended (in order):
    1. Visual Studio Code
    2. JetBrains IDEs
    3. Cursor
    4. Continue
    5. Open Interpreter
    6. LiteLLM
    7. Streamlit
    8. Gradio
    9. Flask
    10. React
    11. JupyterLab
    12. Jupyter Notebooks

    AI recommended 12 alternatives but never named jakemor/kanna. 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 jakemor/kanna?
    pass
    AI named jakemor/kanna explicitly

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

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

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

Embed your GEO score

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jakemor/kanna — 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