RRepoGEO

REPOGEO REPORT · LITE

wangwangit/tts

Default branch master · commit 749645c4 · scanned 5/30/2026, 9:52:33 PM

GitHub: 580 stars · 449 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 wangwangit/tts, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the README's opening paragraph to emphasize 'online' and 'deployable'

    Why:

    CURRENT
    一个功能强大的AI语音处理平台，集成了文字转语音(TTS)和语音转文字(STT)双向功能。基于Microsoft Edge TTS和硅基流动API，支持20+种语音选项，为用户提供完整的语音处理解决方案。
    COPY-PASTE FIX
    🎙️ VoiceCraft 是一个**免费在线**的AI语音处理平台，集成了文字转语音(TTS)和语音转文字(STT)双向功能。它基于Microsoft Edge TTS和硅基流动API，支持20+种语音选项，提供完整的语音处理解决方案，并**支持一键部署**到Cloudflare Workers。
  • mediumhomepage#2
    Add the project's live demo URL to the repository homepage field

    Why:

    COPY-PASTE FIX
    https://tts.wangwangit.com

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 wangwangit/tts
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Translate
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Translate · recommended 1×
  2. NaturalReader Online · recommended 1×
  3. TTSMaker · recommended 1×
  4. VoiceMaker.in · recommended 1×
  5. Microsoft Azure Text to Speech · recommended 1×
  • CATEGORY QUERY
    Looking for a free online text-to-speech service supporting multiple languages and voice styles.
    you: not recommended
    AI recommended (in order):
    1. Google Translate
    2. NaturalReader Online
    3. TTSMaker
    4. VoiceMaker.in
    5. Microsoft Azure Text to Speech
    6. ReadSpeaker Text-to-Speech

    AI recommended 6 alternatives but never named wangwangit/tts. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Which open-source tools provide both speech-to-text and text-to-speech capabilities via an API?
    you: not recommended
    AI recommended (in order):
    1. DeepSpeech (mozilla/DeepSpeech)
    2. Mozilla TTS (mozilla/TTS)
    3. Coqui TTS (coqui-ai/TTS)
    4. Coqui STT (coqui-ai/STT)
    5. Rhasspy (rhasspy/rhasspy)
    6. Kaldi (kaldi-asr/kaldi)
    7. eSpeak NG (espeak-ng/espeak-ng)
    8. Vosk (alphacep/vosk-api)
    9. Piper (rhasspy/piper)

    AI recommended 9 alternatives but never named wangwangit/tts. 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 wangwangit/tts?
    pass
    AI named wangwangit/tts explicitly

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

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