RRepoGEO

REPOGEO REPORT · LITE

synth-inc/onit

Default branch main · commit a9e1b1c4 · scanned 5/26/2026, 9:02:11 AM

GitHub: 1,077 stars · 45 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 synth-inc/onit, 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
  • highabout#1
    Update the repository description to be more specific

    Why:

    CURRENT
    Onit MacOS client
    COPY-PASTE FIX
    AI chat sidebar for macOS that integrates with any application window context, supporting local models via Ollama.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    macos, ai-assistant, chatbot, sidebar, productivity, ollama, llm, local-ai
  • mediumreadme#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    ## License
This project is licensed under the terms described in the [LICENSE](LICENSE) file. Please refer to the file for full details.

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 synth-inc/onit
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Textbuddy
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Textbuddy · recommended 2×
  2. jordibruin/macwhisper · recommended 1×
  3. macOS Shortcuts · recommended 1×
  4. Automator · recommended 1×
  5. OpenAI · recommended 1×
  • CATEGORY QUERY
    AI assistant for macOS that integrates with any application window context?
    you: not recommended
    AI recommended (in order):
    1. MacWhisper (jordibruin/macwhisper)
    2. macOS Shortcuts
    3. Automator
    4. OpenAI
    5. Anthropic
    6. Raycast AI
    7. Textbuddy
    8. Elephas
    9. TypingMind
    10. Safari
    11. Chrome
    12. ChatGPT

    AI recommended 12 alternatives but never named synth-inc/onit. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to get an AI chatbot sidebar that understands selected text on my Mac?
    you: not recommended
    AI recommended (in order):
    1. MacWhisper
    2. Raycast
    3. Textbuddy
    4. PopClip
    5. MacGPT
    6. Chatbot UI
    7. Keyboard Maestro

    AI recommended 7 alternatives but never named synth-inc/onit. 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 synth-inc/onit?
    pass
    AI named synth-inc/onit explicitly

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

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

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

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite