RRepoGEO

REPOGEO REPORT · LITE

Kochava-Studios/witsy

Default branch main · commit c81c7de4 · scanned 6/26/2026, 1:31:48 PM

GitHub: 1,986 stars · 161 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)

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

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 Kochava-Studios/witsy, 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 core value proposition in README to standard H1

    Why:

    CURRENT
    <div align="center">

  
  <div><b>Witsy</b></div>
  <div>Desktop AI Assistant<br/>Universal MCP Client</div>

</div>
    COPY-PASTE FIX
    # Witsy: Desktop AI Assistant / Universal MCP Client
  • mediumtopics#2
    Add more specific topics for desktop AI clients

    Why:

    CURRENT
    anthropic, deepseek, electron-app, electronjs, gemini, genai, googleai, groq, mcp, mcp-client, mistral, mistralai, ollama, ollama-gui, openai, openrouter, vuejs, vuejs3
    COPY-PASTE FIX
    ai-assistant, anthropic, deepseek, desktop-app, electron-app, electronjs, gemini, genai, googleai, groq, mcp, mcp-client, mistral, mistralai, multi-llm, ollama, ollama-gui, openai, openrouter, vuejs, vuejs3
  • mediumhomepage#3
    Add a homepage URL to the repository About section

    Why:

    COPY-PASTE FIX
    https://witsy.app

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 Kochava-Studios/witsy
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LocalAI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LocalAI · recommended 2×
  2. Jan · recommended 2×
  3. Superpowered · recommended 1×
  4. Continue · recommended 1×
  5. MindMac · recommended 1×
  • CATEGORY QUERY
    What desktop AI assistant can integrate with multiple LLM providers using my existing API keys?
    you: not recommended
    AI recommended (in order):
    1. Superpowered
    2. Continue
    3. MindMac
    4. LocalAI
    5. Jan
    6. OpenCat
    7. Chatbox

    AI recommended 7 alternatives but never named Kochava-Studios/witsy. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a universal desktop client to manage and chat with local and cloud-based AI models.
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Ollama
    3. Jan
    4. LocalAI
    5. GPT4All
    6. AnythingLLM
    7. OpenWebUI

    AI recommended 7 alternatives but never named Kochava-Studios/witsy. 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 Kochava-Studios/witsy?
    pass
    AI named Kochava-Studios/witsy explicitly

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

  • If a team adopts Kochava-Studios/witsy in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Kochava-Studios/witsy 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 Kochava-Studios/witsy solve, and who is the primary audience?
    pass
    AI named Kochava-Studios/witsy 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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MARKDOWN (README)
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Kochava-Studios/witsy — 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