RRepoGEO

REPOGEO REPORT · LITE

misbahsy/meetingmind

Default branch main · commit 6a379931 · scanned 6/8/2026, 12:42:40 PM

GitHub: 500 stars · 76 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 misbahsy/meetingmind, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-assistant, meeting-minutes, transcription, langflow, nextjs, groq, openai, self-hosted, open-source, productivity-tool, meeting-analysis
  • highreadme#2
    Reposition the README's opening paragraph to clarify project type

    Why:

    CURRENT
    MeetingMind is an AI-powered meeting assistant that helps you capture, analyze, and act on your meeting insights effortlessly. This project is built with Langflow, Next.js and Groq-based fast transcription service to analyze your meetings and generate insights.
    COPY-PASTE FIX
    MeetingMind is an **open-source, self-hosted AI-powered meeting assistant application** that helps you capture, analyze, and act on your meeting insights effortlessly. Built with Langflow, Next.js, and Groq-based fast transcription, it offers a privacy-focused alternative to cloud-based services for analyzing your meetings and generating insights.
  • mediumhomepage#3
    Add a homepage URL to the repository About section

    Why:

    COPY-PASTE FIX
    https://github.com/misbahsy/meetingmind

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 misbahsy/meetingmind
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Otter.ai
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Otter.ai · recommended 1×
  2. Fellow.app · recommended 1×
  3. Grain · recommended 1×
  4. Fireflies.ai · recommended 1×
  5. Notta · recommended 1×
  • CATEGORY QUERY
    Need a tool to transcribe meeting audio, identify tasks, and summarize key decisions.
    you: not recommended
    AI recommended (in order):
    1. Otter.ai
    2. Fellow.app
    3. Grain
    4. Fireflies.ai
    5. Notta
    6. Tactiq

    AI recommended 6 alternatives but never named misbahsy/meetingmind. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best open-source AI solutions for analyzing meeting transcripts and generating insights?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Whisper
    2. spaCy
    3. Hugging Face Transformers
    4. NLTK
    5. Mozilla DeepSpeech
    6. Rasa
    7. Gensim

    AI recommended 7 alternatives but never named misbahsy/meetingmind. 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 misbahsy/meetingmind?
    pass
    AI named misbahsy/meetingmind explicitly

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

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

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

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite