REPOGEO REPORT · LITE

petermg/Chatterbox-TTS-Extended

Default branch main · commit 7b43fc08 · scanned 5/31/2026, 3:22:31 AM

GitHub: 563 stars · 102 forks

AI VISIBILITY SCORE

22 /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

1 / 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 petermg/Chatterbox-TTS-Extended, 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 H1 and opening paragraph to clarify core use cases and nature

Why:

CURRENT

# 🚀 Chatterbox-TTS-Extended — All Features & Technical Explanations

Chatterbox-TTS-Extended is a *power-user TTS pipeline* for advanced single and batch speech synthesis, voice conversion, and artifact-reduced audio generation. It is based on Chatterbox-TTS, but adds:

COPY-PASTE FIX

# 🚀 Chatterbox-TTS-Extended: Open-Source GUI for Batch TTS, Voice Cloning & Audiobook Creation

Chatterbox-TTS-Extended is a *local, open-source, power-user GUI* for advanced single and batch speech synthesis, voice conversion, and artifact-reduced audio generation, ideal for creating long-form audio like audiobooks (especially for children) from text files. It extends Chatterbox-TTS with features like:

mediumhomepage#2
Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIX
```
https://github.com/petermg/Chatterbox-TTS-Extended
```

mediumtopics#3

Expand repository topics with more specific and differentiating terms

Why:

CURRENT

audiobook, audiobooks, chatterbox, chatterbox-tts, chatterbox-ui, text-to-speech, tts, tts-gui, voice-cloning, zero-shot-voice, zero-shot-voice-conversion

COPY-PASTE FIX

audiobook, audiobooks, chatterbox, chatterbox-tts, chatterbox-ui, text-to-speech, tts, tts-gui, voice-cloning, zero-shot-voice, zero-shot-voice-conversion, local-tts, offline-tts, long-form-audio, audiobook-creator, open-source-tts

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 petermg/Chatterbox-TTS-Extended

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Murf.ai

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Murf.ai · recommended 2×
ElevenLabs · recommended 2×
Descript · recommended 2×
Speechify · recommended 2×
WellSaid Labs · recommended 1×

CATEGORY QUERY
How to convert long text documents into natural-sounding audiobooks for children?
you: not recommended
AI recommended (in order):
1. Murf.ai
2. WellSaid Labs
3. ElevenLabs
4. Amazon Polly
5. Google Cloud Text-to-Speech
6. Descript
7. Speechify
AI recommended 7 alternatives but never named petermg/Chatterbox-TTS-Extended. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Need a GUI tool for batch text-to-speech synthesis with voice cloning capabilities.
you: not recommended
AI recommended (in order):
1. ElevenLabs
2. Descript
3. Resemble AI
4. Speechify
5. Murf.ai
6. Play.ht
AI recommended 6 alternatives but never named petermg/Chatterbox-TTS-Extended. 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 petermg/Chatterbox-TTS-Extended?
pass
AI did not name petermg/Chatterbox-TTS-Extended — 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 petermg/Chatterbox-TTS-Extended in production, what risks or prerequisites should they evaluate first?
pass
AI named petermg/Chatterbox-TTS-Extended 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 petermg/Chatterbox-TTS-Extended solve, and who is the primary audience?
pass
AI did not name petermg/Chatterbox-TTS-Extended — 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?

Embed your GEO score

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MARKDOWN (README)

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petermg/Chatterbox-TTS-Extended — 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