RRepoGEO

REPOGEO REPORT · LITE

yazinsai/OpenOats

Default branch main · commit eff5a63c · scanned 5/24/2026, 11:17:12 PM

GitHub: 2,415 stars · 234 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 yazinsai/OpenOats, 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 opening to clearly state its category as a local AI meeting assistant

    Why:

    CURRENT
    A meeting note-taker that talks back.

OpenOats sits next to your call, transcribes both sides of the conversation in real time, and searches your own notes to surface things worth saying — right when you need them.
    COPY-PASTE FIX
    OpenOats is a privacy-focused, local-first AI meeting assistant for Mac. It transcribes conversations in real time, and intelligently surfaces relevant information from your notes, right when you need it.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ['ai-assistant', 'meeting-notes', 'speech-to-text', 'local-llm', 'productivity', 'mac-app', 'offline-first', 'realtime-transcription']
  • mediumreadme#3
    Clarify the 'Sponsored by Recall.ai' section to avoid misinterpretation as an API

    Why:

    CURRENT
    ### Sponsored by Recall.ai — API for desktop recording

If you're looking for a hosted desktop recording API, consider checking out Recall.ai, an API that records Zoom, Google Meet, Microsoft Teams, in-person meetings, and more.
    COPY-PASTE FIX
    OpenOats is an independent, local-first meeting assistant.

### Sponsored by Recall.ai — API for desktop recording

If you're looking for a hosted desktop recording API, consider checking out Recall.ai, an API that records Zoom, Google Meet, Microsoft Teams, in-person meetings, and more.

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 yazinsai/OpenOats
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Whisper.cpp
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Whisper.cpp · recommended 1×
  2. Vosk API · recommended 1×
  3. Mozilla DeepSpeech · recommended 1×
  4. Picovoice Rhino Speech-to-Intent · recommended 1×
  5. AssemblyAI · recommended 1×
  • CATEGORY QUERY
    How to get real-time meeting transcripts and smart suggestions locally on my device?
    you: not recommended
    AI recommended (in order):
    1. Whisper.cpp
    2. Vosk API
    3. Mozilla DeepSpeech
    4. Picovoice Rhino Speech-to-Intent
    5. AssemblyAI
    6. Google Cloud Speech-to-Text

    AI recommended 6 alternatives but never named yazinsai/OpenOats. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI assistant to enhance meeting productivity with local speech recognition and note recall.
    you: not recommended
    AI recommended (in order):
    1. MacWhisper
    2. Obsidian
    3. Joplin
    4. Whisper Desktop
    5. Buzz
    6. Whisper
    7. Logseq
    8. Notion
    9. OneNote

    AI recommended 9 alternatives but never named yazinsai/OpenOats. 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 yazinsai/OpenOats?
    pass
    AI named yazinsai/OpenOats explicitly

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

  • If a team adopts yazinsai/OpenOats in production, what risks or prerequisites should they evaluate first?
    pass
    AI named yazinsai/OpenOats 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 yazinsai/OpenOats solve, and who is the primary audience?
    pass
    AI named yazinsai/OpenOats 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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  • Brand-free category queries5 vs 2 in Lite
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