RRepoGEO

REPOGEO REPORT · LITE

abhirooptalasila/AutoSub

Default branch master · commit ddd67d5a · scanned 6/15/2026, 1:26:39 AM

GitHub: 653 stars · 105 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 abhirooptalasila/AutoSub, 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 core technology and open-source nature to the README's opening

    Why:

    CURRENT
    The README starts with # AutoSub followed by a table of contents. The 'About' section is further down.
    COPY-PASTE FIX
    Add this sentence directly after the # AutoSub heading: "AutoSub is an open-source command-line interface (CLI) application for offline subtitle generation, leveraging Mozilla DeepSpeech or Coqui STT for accurate video transcription without relying on external APIs like OpenAI Whisper."
  • mediumtopics#2
    Add more specific topics for better categorization

    Why:

    CURRENT
    asr, autosub, coqui-ai, deepspeech, ffmpeg, mozilla-deepspeech, python, sox, speech-to-text, srt, subtitle, video
    COPY-PASTE FIX
    asr, autosub, coqui-ai, deepspeech, ffmpeg, mozilla-deepspeech, python, sox, speech-to-text, srt, subtitle, video, cli-tool, open-source, offline-transcription, self-hosted
  • lowhomepage#3
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/abhirooptalasila/AutoSub

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 abhirooptalasila/AutoSub
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Cloud Speech-to-Text
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Cloud Speech-to-Text · recommended 2×
  2. Happy Scribe · recommended 1×
  3. Trint · recommended 1×
  4. Descript · recommended 1×
  5. Rev.com · recommended 1×
  • CATEGORY QUERY
    How can I automatically generate accurate subtitle files for my video content?
    you: not recommended
    AI recommended (in order):
    1. Happy Scribe
    2. Trint
    3. Descript
    4. Rev.com
    5. Google Cloud Speech-to-Text
    6. Azure AI Speech
    7. Veed.io

    AI recommended 7 alternatives but never named abhirooptalasila/AutoSub. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What command-line tools can convert video audio into SRT or VTT transcripts?
    you: not recommended
    AI recommended (in order):
    1. Whisper (openai/whisper)
    2. Vosk API (alphacep/vosk-api)
    3. FFmpeg
    4. Google Cloud Speech-to-Text
    5. Mozilla DeepSpeech (mozilla/DeepSpeech)
    6. AssemblyAI CLI (AssemblyAI/assemblyai-python-sdk)

    AI recommended 6 alternatives but never named abhirooptalasila/AutoSub. 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 abhirooptalasila/AutoSub?
    pass
    AI named abhirooptalasila/AutoSub explicitly

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

  • If a team adopts abhirooptalasila/AutoSub in production, what risks or prerequisites should they evaluate first?
    pass
    AI named abhirooptalasila/AutoSub 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 abhirooptalasila/AutoSub solve, and who is the primary audience?
    pass
    AI named abhirooptalasila/AutoSub 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 abhirooptalasila/AutoSub. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
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abhirooptalasila/AutoSub — 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