RRepoGEO

REPOGEO REPORT · LITE

devnen/Chatterbox-TTS-Server

Default branch main · commit d0faa795 · scanned 5/13/2026, 7:17:59 PM

GitHub: 1,215 stars · 301 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 devnen/Chatterbox-TTS-Server, 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.

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 devnen/Chatterbox-TTS-Server
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
coqui-ai/TTS
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. coqui-ai/TTS · recommended 2×
  2. myshell-ai/OpenVoice · recommended 2×
  3. suno-ai/bark · recommended 2×
  4. MycroftAI/mimic3 · recommended 1×
  5. NVIDIA/NeMo · recommended 1×
  • CATEGORY QUERY
    How can I self-host an expressive text-to-speech API with voice cloning?
    you: not recommended
    AI recommended (in order):
    1. Coqui TTS (coqui-ai/TTS)
    2. Mycroft Mimic 3 (MycroftAI/mimic3)
    3. NVIDIA NeMo (NVIDIA/NeMo)
    4. OpenVoice (myshell-ai/OpenVoice)
    5. Bark (suno-ai/bark)
    6. ESPnet (espnet/espnet)

    AI recommended 6 alternatives but never named devnen/Chatterbox-TTS-Server. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a performant TTS server for large text, supporting OpenAI API and GPU acceleration.
    you: not recommended
    AI recommended (in order):
    1. NVIDIA Riva
    2. Coqui TTS (coqui-ai/TTS)
    3. FastAPI (tiangolo/fastapi)
    4. NVIDIA Triton Inference Server (triton-inference-server/server)
    5. OpenVoice (myshell-ai/OpenVoice)
    6. Bark (suno-ai/bark)
    7. Piper (rhasspy/piper)
    8. Mozilla TTS (mozilla/TTS)

    AI recommended 8 alternatives but never named devnen/Chatterbox-TTS-Server. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 devnen/Chatterbox-TTS-Server?
    pass
    AI named devnen/Chatterbox-TTS-Server explicitly

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

  • If a team adopts devnen/Chatterbox-TTS-Server in production, what risks or prerequisites should they evaluate first?
    pass
    AI named devnen/Chatterbox-TTS-Server 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 devnen/Chatterbox-TTS-Server solve, and who is the primary audience?
    pass
    AI named devnen/Chatterbox-TTS-Server 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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devnen/Chatterbox-TTS-Server — 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