RRepoGEO

REPOGEO REPORT · LITE

eduardolat/kokoro-web

Default branch main · commit 2cb9d771 · scanned 6/6/2026, 11:17:03 PM

GitHub: 640 stars · 90 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 eduardolat/kokoro-web, 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 explicitly state core purpose

    Why:

    CURRENT
    A powerful, browser-based AI voice generator that lets you create natural-sounding voices without installing anything.
Use it directly in your browser or self-host it for your own applications with OpenAI API compatibility!
    COPY-PASTE FIX
    Kokoro Web is a powerful, free, and open-source AI text-to-speech web application that generates natural-sounding voices directly in your browser, without any installation. It also offers self-hosting with OpenAI API compatibility for your own applications.
  • mediumtopics#2
    Enhance topics with specific keywords for web-based and self-hosted TTS

    Why:

    CURRENT
    ai, kokoro, kokoro-82m, machine-learning, text-to-speech, tts, voice, voice-generation
    COPY-PASTE FIX
    ai, kokoro, kokoro-82m, machine-learning, text-to-speech, tts, voice, voice-generation, web-app, browser-tts, openai-api-compatible, self-hosted
  • lowreadme#3
    Add explicit statement about production readiness in README

    Why:

    COPY-PASTE FIX
    Add the following line under 'Key Features': 'Production Ready: Built for reliability and scalability, offering a stable, self-hostable OpenAI-compatible API suitable for commercial and personal applications.'

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 eduardolat/kokoro-web
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Coqui TTS
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Coqui TTS · recommended 2×
  2. Mozilla TTS · recommended 2×
  3. Bark · recommended 2×
  4. Piper · recommended 1×
  5. MaryTTS · recommended 1×
  • CATEGORY QUERY
    What are good self-hostable open source text-to-speech services compatible with OpenAI API?
    you: not recommended
    AI recommended (in order):
    1. Piper
    2. Coqui TTS
    3. Mozilla TTS
    4. MaryTTS
    5. Bark

    AI recommended 5 alternatives but never named eduardolat/kokoro-web. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I integrate free AI voice generation directly into a web application?
    you: not recommended
    AI recommended (in order):
    1. Web Speech API
    2. Google Cloud Text-to-Speech
    3. Amazon Polly
    4. Mozilla TTS
    5. Coqui TTS
    6. Bark

    AI recommended 6 alternatives but never named eduardolat/kokoro-web. 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 eduardolat/kokoro-web?
    pass
    AI named eduardolat/kokoro-web explicitly

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

  • If a team adopts eduardolat/kokoro-web in production, what risks or prerequisites should they evaluate first?
    pass
    AI named eduardolat/kokoro-web 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 eduardolat/kokoro-web solve, and who is the primary audience?
    pass
    AI named eduardolat/kokoro-web explicitly

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

Embed your GEO score

Drop this badge into the README of eduardolat/kokoro-web. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
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eduardolat/kokoro-web — 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