RRepoGEO

REPOGEO REPORT · LITE

SimonSchubert/Kai

Default branch main · commit bc7d622b · scanned 6/3/2026, 7:46:29 AM

GitHub: 895 stars · 118 forks

AI VISIBILITY SCORE
40 /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
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 SimonSchubert/Kai, 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 descriptive tagline to the README H1

    Why:

    CURRENT
    # Kai 9000
    COPY-PASTE FIX
    # Kai 9000: The Open-Source AI Assistant that Builds Interactive Screens
  • highreadme#2
    Emphasize interactive UI generation in the README's opening paragraph

    Why:

    CURRENT
    An **open-source AI assistant with persistent memory** that runs on **Android, iOS, Windows, Mac, Linux, and Web**.
    COPY-PASTE FIX
    An **open-source AI assistant with persistent memory** that builds **interactive screens** (quizzes, dashboards, recipes, brainstorms) instead of just text, running on **Android, iOS, Windows, Mac, Linux, and Web**.
  • hightopics#3
    Add specific topics for interactive UI generation

    Why:

    CURRENT
    ai, ai-assistant, android, chatbot, gemma4, ios, jetpack-compose, kotlin-multiplatform, litert, openai-compatible, openclaw
    COPY-PASTE FIX
    ai, ai-assistant, android, chatbot, gemma4, ios, jetpack-compose, kotlin-multiplatform, litert, openai-compatible, openclaw, interactive-ui, ai-generated-ui, llm-ui-generation

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 SimonSchubert/Kai
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Mycroft AI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Mycroft AI · recommended 1×
  2. Home Assistant · recommended 1×
  3. Rhasspy · recommended 1×
  4. OpenHAB · recommended 1×
  5. Open Assistant · recommended 1×
  • CATEGORY QUERY
    What are good open-source AI assistants with persistent memory for multiple platforms?
    you: not recommended
    AI recommended (in order):
    1. Mycroft AI
    2. Home Assistant
    3. Rhasspy
    4. OpenHAB
    5. Open Assistant
    6. Jarvis
    7. PicoVoice Porcupine
    8. PicoVoice Rhino

    AI recommended 8 alternatives but never named SimonSchubert/Kai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI chatbot that generates interactive UI elements on mobile devices.
    you: not recommended
    AI recommended (in order):
    1. Gradio (gradio-app/gradio)
    2. Streamlit (streamlit/streamlit)
    3. Voiceflow
    4. Botpress (botpress/botpress)
    5. Rasa (RasaHQ/rasa)
    6. Dialogflow
    7. Amazon Lex

    AI recommended 7 alternatives but never named SimonSchubert/Kai. 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 SimonSchubert/Kai?
    pass
    AI named SimonSchubert/Kai explicitly

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

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

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

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SimonSchubert/Kai — 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