RRepoGEO

REPOGEO REPORT · LITE

sipeter/CloneTTS

Default branch master · commit 409ceb5b · scanned 6/4/2026, 6:12:05 PM

GitHub: 670 stars · 20 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 sipeter/CloneTTS, 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 opening to emphasize "Android system engine"

    Why:

    CURRENT
    CloneTTS is an offline, native Text-to-Speech (TTS) engine for Android devices.
    COPY-PASTE FIX
    CloneTTS is a **standalone, offline Android Text-to-Speech (TTS) engine** that registers system-wide, enabling seamless voice cloning and high-fidelity text reading directly on your device.
  • highlicense#2
    Add a LICENSE file to the repository root

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a `LICENSE` file in the root of the repository with the text of your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumabout#3
    Add a homepage URL to the repository's About section

    Why:

    CURRENT
    Homepage: (none)
    COPY-PASTE FIX
    Set the repository's homepage URL in the GitHub settings to `https://groups.google.com/g/clonetts-beta` (or the official Google Play Store link once available).

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 sipeter/CloneTTS
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Mozilla TTS
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Mozilla TTS · recommended 1×
  2. ONNX Runtime · recommended 1×
  3. Coqui TTS · recommended 1×
  4. TensorFlow Lite · recommended 1×
  5. Tacotron2 · recommended 1×
  • CATEGORY QUERY
    How to integrate an offline text-to-speech engine with voice cloning on Android?
    you: not recommended
    AI recommended (in order):
    1. Mozilla TTS
    2. ONNX Runtime
    3. Coqui TTS
    4. TensorFlow Lite
    5. Tacotron2
    6. WaveNet
    7. Rhasspy
    8. Larynx
    9. Piper
    10. Android NDK
    11. eSpeak NG

    AI recommended 11 alternatives but never named sipeter/CloneTTS. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best options for a system-wide Android TTS with custom voice capabilities?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Text-to-Speech
    2. Amazon Polly
    3. Acapela TTS
    4. CereVoice
    5. Mimic 3 (MycroftAI/mimic3)

    AI recommended 5 alternatives but never named sipeter/CloneTTS. 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 sipeter/CloneTTS?
    pass
    AI named sipeter/CloneTTS explicitly

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

  • If a team adopts sipeter/CloneTTS in production, what risks or prerequisites should they evaluate first?
    pass
    AI named sipeter/CloneTTS 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 sipeter/CloneTTS solve, and who is the primary audience?
    pass
    AI named sipeter/CloneTTS 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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MARKDOWN (README)
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sipeter/CloneTTS — 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