RRepoGEO

REPOGEO REPORT · LITE

santinic/audiblez

Default branch main · commit 788a6a81 · scanned 5/16/2026, 7:42:37 AM

GitHub: 6,382 stars · 466 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 santinic/audiblez, 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
    Explicitly clarify the project's purpose and differentiate from Audible

    Why:

    CURRENT
    Audiblez generates `.m4b` audiobooks from regular `.epub` e-books, using Kokoro's high-quality speech synthesis.
    COPY-PASTE FIX
    Audiblez is an independent, open-source tool that generates high-quality `.m4b` audiobooks directly from your `.epub` e-book files using advanced text-to-speech. **It is not affiliated with or designed to interact with Audible.com; its purpose is to create new audiobooks from your existing e-book library.**
  • mediumtopics#2
    Add more specific and descriptive topics

    Why:

    CURRENT
    audiobooks, epub, kokoro, python, tts
    COPY-PASTE FIX
    audiobooks, epub, kokoro, python, tts, text-to-speech, ebook-converter, m4b, speech-synthesis, ai-audio, generative-ai
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/santinic/audiblez

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 santinic/audiblez
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Amazon Polly
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Amazon Polly · recommended 2×
  2. Speechify · recommended 1×
  3. Murf.ai · recommended 1×
  4. NaturalReader · recommended 1×
  5. Google Cloud Text-to-Speech · recommended 1×
  • CATEGORY QUERY
    What's the best tool to create audiobooks from existing e-book files?
    you: not recommended
    AI recommended (in order):
    1. Speechify
    2. Murf.ai
    3. NaturalReader
    4. Amazon Polly
    5. Google Cloud Text-to-Speech
    6. Balabolka

    AI recommended 6 alternatives but never named santinic/audiblez. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an efficient Python solution to convert e-books into spoken audio.
    you: not recommended
    AI recommended (in order):
    1. gTTS (Google Text-to-Speech) (pndurette/gTTS)
    2. pyttsx3 (nateshmbhat/pyttsx3)
    3. Azure Text to Speech
    4. Amazon Polly
    5. Eleven Labs

    AI recommended 5 alternatives but never named santinic/audiblez. 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 santinic/audiblez?
    pass
    AI named santinic/audiblez explicitly

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

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