RRepoGEO

REPOGEO REPORT · LITE

prakharsr/audiobook-creator

Default branch main · commit 94a353f9 · scanned 5/31/2026, 12:16:41 AM

GitHub: 504 stars · 43 forks

AI VISIBILITY SCORE
28 /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
2 / 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 prakharsr/audiobook-creator, 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
  • hightopics#1
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    audiobook, text-to-speech, tts, llm, ai, epub, pdf, multi-voice, character-attribution, audio-generation, python
  • highreadme#2
    Reposition the README's opening to emphasize unique features and specific TTS engines

    Why:

    CURRENT
    Audiobook Creator is an open-source project designed to convert books in various text formats (e.g., EPUB, PDF, etc.) into fully voiced audiobooks with intelligent character voice attribution. It leverages modern Large Language Models (LLMs), and Text-to-Speech (TTS) technologies to create an engaging and dynamic audiobook experience. The project features professional-grade TTS engines including Kokoro TTS and Orpheus-TTS with advanced async parallel processing, offering exceptional audio quality with memory-efficient processing.
    COPY-PASTE FIX
    Audiobook Creator is an advanced open-source application that transforms books (EPUB, PDF, TXT) into dynamic, multi-voice audiobooks. It leverages cutting-edge LLMs and professional-grade TTS engines like Kokoro TTS and Orpheus-TTS to deliver intelligent character voice attribution, emotion tagging, and customizable narration, setting it apart from generic text-to-speech solutions.
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://www.youtube.com/watch?v=E5lUQoBjquo

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 prakharsr/audiobook-creator
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Murf.ai
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Murf.ai · recommended 2×
  2. Descript · recommended 2×
  3. WellSaid Labs · recommended 2×
  4. ElevenLabs · recommended 2×
  5. Amazon Polly · recommended 2×
  • CATEGORY QUERY
    How to convert text books into engaging audiobooks with distinct character voices?
    you: not recommended
    AI recommended (in order):
    1. Murf.ai
    2. Descript
    3. WellSaid Labs
    4. ElevenLabs
    5. Amazon Polly
    6. Google Cloud Text-to-Speech
    7. Adobe Audition

    AI recommended 7 alternatives but never named prakharsr/audiobook-creator. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools use AI and advanced TTS for creating dynamic, multi-character audio narration?
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. Descript
    3. WellSaid Labs
    4. Murf.ai
    5. Play.ht
    6. Resemble.ai
    7. Amazon Polly

    AI recommended 7 alternatives but never named prakharsr/audiobook-creator. 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 prakharsr/audiobook-creator?
    pass
    AI did not name prakharsr/audiobook-creator — likely talking about a different project

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

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

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

Embed your GEO score

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  • Brand-free category queries5 vs 2 in Lite
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