RRepoGEO

REPOGEO REPORT · LITE

xiaochong/hi-kid

Default branch main · commit e3c78992 · scanned 6/6/2026, 1:42:03 AM

GitHub: 909 stars · 104 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 xiaochong/hi-kid, 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's main heading to clearly state the project type and key features.

    Why:

    CURRENT
    # 🎈 HiKid
> _Hi! I'm your AI English Pal. Let's talk!_
    COPY-PASTE FIX
    # 🎈 HiKid: Your Free, Offline AI English Pal Desktop App for Kids
  • highabout#2
    Update the repository description to emphasize 'free, open-source' and 'offline' more prominently.

    Why:

    CURRENT
    HiKid - Your AI English Pal. A desktop app built with React and TypeScript, targeting children in non-English-speaking countries who want to practice English speaking and listening.
    COPY-PASTE FIX
    HiKid is a free, open-source desktop app and your AI English Pal. Built with React and TypeScript, it helps children in non-English-speaking countries practice English speaking and listening completely offline.
  • mediumtopics#3
    Add 'open-source' to the repository topics.

    Why:

    CURRENT
    ai, english-learning, kids-education, local-ai, offline-ai, speaking-practice, voice-chat
    COPY-PASTE FIX
    ai, english-learning, kids-education, local-ai, offline-ai, speaking-practice, voice-chat, open-source

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 xiaochong/hi-kid
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ABCmouse.com
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ABCmouse.com · recommended 2×
  2. Rosetta Stone Kids Lingo Letter Sounds · recommended 1×
  3. Duolingo · recommended 1×
  4. Mango Languages · recommended 1×
  5. Little Pim · recommended 1×
  • CATEGORY QUERY
    Looking for an offline desktop app for children to learn English speaking and listening with AI.
    you: not recommended
    AI recommended (in order):
    1. Rosetta Stone Kids Lingo Letter Sounds
    2. ABCmouse.com
    3. Duolingo
    4. Mango Languages
    5. Little Pim

    AI recommended 5 alternatives but never named xiaochong/hi-kid. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What local AI English conversation tools are available for kids that run completely offline?
    you: not recommended
    AI recommended (in order):
    1. Mycroft AI (mycroftai/mycroft-core)
    2. Mozilla DeepSpeech (mozilla/DeepSpeech)
    3. Rhino Speech-to-Intent (Picovoice/rhino)
    4. Mimic 3 (MycroftAI/mimic3)
    5. Open Assistant (LAION-AI/Open-Assistant)
    6. PrivateGPT (imartinez/privateGPT)
    7. Llama 2
    8. Mistral
    9. Ollama (ollama/ollama)
    10. GPT4All (nomic-ai/gpt4all)
    11. Duolingo Kids
    12. ABCmouse.com
    13. Lingokids
    14. LeapFrog
    15. VTech

    AI recommended 15 alternatives but never named xiaochong/hi-kid. 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 xiaochong/hi-kid?
    pass
    AI named xiaochong/hi-kid explicitly

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

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