RRepoGEO

REPOGEO REPORT · LITE

jianfch/stable-ts

Default branch main · commit 55669d7e · scanned 5/13/2026, 7:37:26 PM

GitHub: 2,242 stars · 233 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 jianfch/stable-ts, 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 H1 to clarify domain

    Why:

    CURRENT
    # Stabilizing Timestamps for Whisper
    COPY-PASTE FIX
    # stable-ts: Enhanced Timestamps for OpenAI Whisper Audio Transcription
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    audio, speech-to-text, asr, whisper, openai-whisper, forced-alignment, audio-processing, python, timestamps
  • mediumhomepage#3
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/jianfch/stable-ts

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 jianfch/stable-ts
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
mozilla/DeepSpeech
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. mozilla/DeepSpeech · recommended 2×
  2. Amazon Transcribe · recommended 2×
  3. kaldi-asr/kaldi · recommended 1×
  4. openai/whisper · recommended 1×
  5. Google Cloud Speech-to-Text · recommended 1×
  • CATEGORY QUERY
    How to improve timestamp accuracy and stability for automatic speech recognition results?
    you: not recommended
    AI recommended (in order):
    1. Kaldi (kaldi-asr/kaldi)
    2. Mozilla DeepSpeech (mozilla/DeepSpeech)
    3. Whisper (openai/whisper)
    4. Google Cloud Speech-to-Text
    5. Amazon Transcribe
    6. AssemblyAI

    AI recommended 6 alternatives but never named jianfch/stable-ts. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools are available for forced alignment of text to audio and content indexing?
    you: not recommended
    AI recommended (in order):
    1. Gentle (lower/gentle)
    2. Mozilla DeepSpeech (mozilla/DeepSpeech)
    3. Pocketsphinx (cmusphinx/pocketsphinx)
    4. Google Cloud Speech-to-Text API
    5. Amazon Transcribe
    6. Microsoft Azure Speech Service
    7. ELAN

    AI recommended 7 alternatives but never named jianfch/stable-ts. 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 jianfch/stable-ts?
    pass
    AI named jianfch/stable-ts explicitly

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

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