RRepoGEO

REPOGEO REPORT · LITE

lobehub/lobe-tts

Default branch master · commit d61d820d · scanned 6/5/2026, 10:16:51 PM

GitHub: 789 stars · 99 forks

AI VISIBILITY SCORE
33 /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
2 / 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 lobehub/lobe-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

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

OVERALL DIRECTION
  • highreadme#1
    Reposition README H1 and intro to clarify multi-provider library role

    Why:

    CURRENT
    <h1>Lobe TTS</h1> A high-quality & reliable TTS/STT library for Server and Browser
    COPY-PASTE FIX
    <h1>Lobe TTS: Universal Text-to-Speech & Speech-to-Text Integration Library</h1> An open-source, high-quality, and reliable library for integrating various TTS/STT providers (like Azure, Edge, OpenAI) into your Server and Browser applications, including React.
  • hightopics#2
    Correct typos and add specific integration-focused topics

    Why:

    CURRENT
    auzre, bun, edge, lobehub, microsoft-speech-api, nodejs, opeanai, react, speech-recognition, speech-to-text, stt, text-to-speech, tts
    COPY-PASTE FIX
    azure, bun, edge, lobehub, microsoft-speech-api, nodejs, openai, react, speech-recognition, speech-to-text, stt, text-to-speech, tts, speech-synthesis, multi-provider, integration-library
  • mediumreadme#3
    Add a 'Why Choose Lobe TTS?' or 'Comparison' section to README

    Why:

    COPY-PASTE FIX
    Add a new section (e.g., '## ✨ Why Choose Lobe TTS?' or '## 🆚 Comparison with Alternatives') to the README. This section should explicitly contrast Lobe TTS with direct cloud SDKs, simple browser APIs, and other libraries, highlighting its multi-provider support, server/browser compatibility, and open-source nature.

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 lobehub/lobe-tts
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Cloud Speech-to-Text
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Cloud Speech-to-Text · recommended 1×
  2. AWS Transcribe · recommended 1×
  3. Azure Cognitive Services Speech (Speech-to-text) · recommended 1×
  4. AssemblyAI · recommended 1×
  5. Deepgram · recommended 1×
  • CATEGORY QUERY
    How to integrate high-quality text-to-speech and speech-to-text into web applications?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Speech-to-Text
    2. AWS Transcribe
    3. Azure Cognitive Services Speech (Speech-to-text)
    4. AssemblyAI
    5. Deepgram
    6. Google Cloud Text-to-Speech
    7. AWS Polly
    8. Azure Cognitive Services Speech (Text-to-speech)
    9. ElevenLabs
    10. OpenAI TTS (via API)

    AI recommended 10 alternatives but never named lobehub/lobe-tts. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are reliable libraries for adding speech recognition and synthesis to React projects?
    you: not recommended
    AI recommended (in order):
    1. Web Speech API
    2. react-speech-recognition
    3. react-speech
    4. Google Cloud Speech-to-Text API
    5. Amazon Polly
    6. Azure Cognitive Services Speech

    AI recommended 6 alternatives but never named lobehub/lobe-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
    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 lobehub/lobe-tts?
    pass
    AI did not name lobehub/lobe-tts — 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 lobehub/lobe-tts in production, what risks or prerequisites should they evaluate first?
    pass
    AI named lobehub/lobe-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 lobehub/lobe-tts solve, and who is the primary audience?
    pass
    AI named lobehub/lobe-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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MARKDOWN (README)
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  • Brand-free category queries5 vs 2 in Lite
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