RRepoGEO

REPOGEO REPORT · LITE

Vexa-ai/vexa

Default branch main · commit c0614ca7 · scanned 6/18/2026, 3:01:40 AM

GitHub: 2,187 stars · 317 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)

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

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 opening statement to explicitly state its core function and target platforms

    Why:

    CURRENT
    <strong>Open-source meeting bot API & transcription API</strong>
    COPY-PASTE FIX
    <strong>Vexa is an open-source API for real-time meeting transcription and custom bot integration across Google Meet, Microsoft Teams, and Zoom. It provides auto-join bots, real-time WebSocket transcripts, and an MCP server for AI agents, designed for self-hosting or hosted SaaS.</strong>
  • mediumtopics#2
    Add more specific topics to improve categorization for meeting bot and 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, real-time-transcription, meeting-bots, transcription-api, video-conferencing-api, ai-agents, meeting-automation
  • lowabout#3
    Refine the repository description for maximum clarity and keyword density

    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 API for real-time meeting transcription and custom bots across Google Meet, Microsoft Teams, & Zoom. Features auto-join bots, WebSocket transcripts, and an MCP server for AI agents. Self-host or use hosted SaaS.

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
Deepgram
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Deepgram · recommended 1×
  2. AssemblyAI · recommended 1×
  3. Google Cloud Speech-to-Text · recommended 1×
  4. AWS Transcribe · recommended 1×
  5. Azure Cognitive Services Speech · recommended 1×
  • CATEGORY QUERY
    How can I integrate real-time meeting transcription into my application for major video conferencing platforms?
    you: not recommended
    AI recommended (in order):
    1. Deepgram
    2. AssemblyAI
    3. Google Cloud Speech-to-Text
    4. AWS Transcribe
    5. Azure Cognitive Services Speech
    6. Zoom App SDK
    7. Zoom Meeting SDK
    8. Zoom API
    9. Microsoft Graph APIs
    10. Microsoft Teams Calling and Meeting Bots
    11. Google Meet
    12. Webex
    13. BlackHole
    14. VB-Audio Cable
    15. PulseAudio

    AI recommended 15 alternatives but never named Vexa-ai/vexa. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source API to build custom meeting bots with AI agent support and auto-join features.
    you: not recommended
    AI recommended (in order):
    1. Daily.co
    2. Jitsi Meet (jitsi/jitsi-meet)
    3. Jitsi Videobridge (jitsi/jitsi-videobridge)
    4. Jitsi Conference Focus (jitsi/jicofo)
    5. OpenVidu (OpenVidu/openvidu)
    6. Mediasoup (versatica/mediasoup)
    7. Pion WebRTC (pion/webrtc)

    AI recommended 7 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?

Embed your GEO score

Drop this badge into the README of Vexa-ai/vexa. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/Vexa-ai/vexa.svg)](https://repogeo.com/en/r/Vexa-ai/vexa)
HTML
<a href="https://repogeo.com/en/r/Vexa-ai/vexa"><img src="https://repogeo.com/badge/Vexa-ai/vexa.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

Vexa-ai/vexa — 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