RRepoGEO

REPOGEO REPORT · LITE

dsymbol/decipher

Default branch main · commit 104f81cd · scanned 6/8/2026, 6:02:24 PM

GitHub: 547 stars · 63 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 dsymbol/decipher, 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 to explicitly state its purpose for video transcription

    Why:

    CURRENT
    AI-generated transcription subtitles are a way to automatically add subtitles to your videos by using artificial intelligence to transcribe the audio from the video.
    COPY-PASTE FIX
    Decipher is a tool to effortlessly add AI-generated transcription subtitles directly to your videos, leveraging OpenAI's Whisper for accurate audio transcription.
  • mediumtopics#2
    Add more specific video-related topics

    Why:

    CURRENT
    openai, transcription, translation, whisper
    COPY-PASTE FIX
    openai, transcription, translation, whisper, video-transcription, video-subtitles, ai-video
  • lowhomepage#3
    Add a homepage URL to the About section

    Why:

    COPY-PASTE FIX
    https://github.com/dsymbol/decipher

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

    AI recommended 7 alternatives but never named dsymbol/decipher. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help create video captions and translations from audio content with AI?
    you: not recommended
    AI recommended (in order):
    1. Happy Scribe
    2. Trint
    3. Descript
    4. Rev.com
    5. Veed.io
    6. Google Cloud Speech-to-Text
    7. Google Translate
    8. Azure AI Speech
    9. Azure Translator

    AI recommended 9 alternatives but never named dsymbol/decipher. 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 dsymbol/decipher?
    pass
    AI named dsymbol/decipher explicitly

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

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

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

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dsymbol/decipher — 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