RRepoGEO

REPOGEO REPORT · LITE

SouthBridgeAI/offmute

Default branch master · commit e2c7c2f9 · scanned 6/3/2026, 2:42:37 AM

GitHub: 567 stars · 49 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 SouthBridgeAI/offmute, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Add specific topics to improve categorization and recall

    Why:

    COPY-PASTE FIX
    meeting-transcription, diarization, llm, gemini-api, audio-analysis, video-analysis, meeting-summaries, action-items, speaker-identification, open-source
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/SouthBridgeAI/offmute

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 SouthBridgeAI/offmute
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 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Otter.ai · recommended 2×
  2. AssemblyAI · recommended 1×
  3. Deepgram · recommended 1×
  4. Google Cloud Speech-to-Text · recommended 1×
  5. Google Cloud Natural Language API · recommended 1×
  • CATEGORY QUERY
    How can I transcribe meeting audio and generate action items with speaker identification?
    you: not recommended
    AI recommended (in order):
    1. Otter.ai
    2. AssemblyAI
    3. Deepgram
    4. Google Cloud Speech-to-Text
    5. Google Cloud Natural Language API
    6. Microsoft Azure Cognitive Services
    7. Azure Speech Service
    8. Azure Language Service
    9. Trint
    10. Happy Scribe

    AI recommended 10 alternatives but never named SouthBridgeAI/offmute. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help analyze video meetings for demos and create summarized reports?
    you: not recommended
    AI recommended (in order):
    1. Gong.io
    2. Chorus.ai
    3. Fathom
    4. Grain
    5. Fireflies.ai
    6. Otter.ai

    AI recommended 6 alternatives but never named SouthBridgeAI/offmute. 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 SouthBridgeAI/offmute?
    pass
    AI named SouthBridgeAI/offmute explicitly

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

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

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

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SouthBridgeAI/offmute — 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