RRepoGEO

REPOGEO REPORT · LITE

sindresorhus/awesome-whisper

Default branch main · commit 9fb0f085 · scanned 5/24/2026, 5:32:54 AM

GitHub: 2,309 stars · 130 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 sindresorhus/awesome-whisper, 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 clarify 'awesome list' nature

    Why:

    COPY-PASTE FIX
    Add the following sentence prominently at the top of the README, after any main title or badges, but before the detailed description of Whisper: "This is a curated list of awesome resources, tools, and projects related to OpenAI's Whisper."
  • mediumabout#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://awesome.re
  • lowtopics#3
    Refine topics for precision by removing 'gpt'

    Why:

    CURRENT
    ai, artificial-intelligence, awesome, awesome-list, gpt, openai, speech-to-text, transcription
    COPY-PASTE FIX
    ai, artificial-intelligence, awesome, awesome-list, openai, speech-to-text, 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 sindresorhus/awesome-whisper
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI Whisper
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI Whisper · recommended 2×
  2. Mozilla DeepSpeech · recommended 1×
  3. Vosk (Alpha Cephei) · recommended 1×
  4. Hugging Face Transformers · recommended 1×
  5. Llama 2 · recommended 1×
  • CATEGORY QUERY
    What are reliable open-source AI solutions for accurate audio transcription and text generation?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Whisper
    2. Mozilla DeepSpeech
    3. Vosk (Alpha Cephei)
    4. Hugging Face Transformers
    5. Llama 2
    6. Mistral 7B
    7. Falcon
    8. GPT-2
    9. EleutherAI GPT-NeoX-20B

    AI recommended 9 alternatives but never named sindresorhus/awesome-whisper. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking high-performance speech recognition tools with speaker diarization and precise word timestamps.
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Speech-to-Text API
    2. AWS Transcribe
    3. Microsoft Azure Speech-to-Text
    4. AssemblyAI
    5. Deepgram
    6. OpenAI Whisper

    AI recommended 6 alternatives but never named sindresorhus/awesome-whisper. 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 sindresorhus/awesome-whisper?
    pass
    AI named sindresorhus/awesome-whisper explicitly

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

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

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

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MARKDOWN (README)
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sindresorhus/awesome-whisper — 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