RRepoGEO

REPOGEO REPORT · LITE

Vexa-ai/vexa

Default branch main · commit 9fde7d2c · scanned 5/8/2026, 11:26:56 AM

GitHub: 2,016 stars · 273 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 Vexa-ai/vexa, 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 the README's main tagline to be more specific

    Why:

    CURRENT
    <strong>Open-source meeting bot API & transcription API</strong>
    COPY-PASTE FIX
    <strong>Vexa: Open-source, real-time meeting transcription API for Google Meet, Microsoft Teams & Zoom.</strong>
  • mediumabout#2
    Clarify the 'About' description to specify the scope of AI agents

    Why:

    CURRENT
    Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket transcripts, MCP server for AI agents. Self-host or use hosted SaaS.
    COPY-PASTE FIX
    Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Provides auto-join bots, real-time WebSocket transcripts, and an MCP server specifically for meeting AI agents. Self-host or use hosted SaaS.
  • lowtopics#3
    Add more specific topics related to transcription APIs

    Why:

    CURRENT
    google-meet, meeting-assistant, meeting-minutes, meeting-notes, ms-teams, ms-teams-app, notetaker, zoom
    COPY-PASTE FIX
    google-meet, meeting-assistant, meeting-minutes, meeting-notes, ms-teams, ms-teams-app, notetaker, zoom, transcription-api, real-time-transcription

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 Vexa-ai/vexa
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. Happy Scribe · recommended 1×
  3. Trint · recommended 1×
  4. Grain · recommended 1×
  5. Fireflies.ai · recommended 1×
  • CATEGORY QUERY
    How can I automatically transcribe virtual meetings from Zoom, Teams, and Google Meet?
    you: not recommended
    AI recommended (in order):
    1. Otter.ai
    2. Happy Scribe
    3. Trint
    4. Grain
    5. Fireflies.ai
    6. Zoom's Built-in Transcription
    7. Microsoft Teams' Built-in Live Transcription

    AI recommended 7 alternatives but never named Vexa-ai/vexa. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an API to get real-time meeting transcripts for building AI agents.
    you: not recommended
    AI recommended (in order):
    1. Deepgram
    2. AssemblyAI
    3. AWS Transcribe
    4. Google Cloud Speech-to-Text
    5. Rev.ai
    6. Azure Cognitive Services Speech

    AI recommended 6 alternatives but never named Vexa-ai/vexa. 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 Vexa-ai/vexa?
    pass
    AI named Vexa-ai/vexa explicitly

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

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