RRepoGEO

REPOGEO REPORT · LITE

scutcyr/SoulChat

Default branch main · commit 39cd4275 · scanned 6/16/2026, 9:58:06 AM

GitHub: 743 stars · 75 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 scutcyr/SoulChat, 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
    Add a concise, direct positioning statement to the README's opening.

    Why:

    CURRENT
    The README currently introduces "ProactiveHealthGPT" before detailing SoulChat.
    COPY-PASTE FIX
    Add the following sentence immediately after the H1: "SoulChat (灵心) is an open-source large language model specifically fine-tuned for Chinese mental health dialogue, emphasizing empathy, listening, and comforting abilities."
  • highhomepage#2
    Add the project's GitHub URL as the homepage.

    Why:

    COPY-PASTE FIX
    https://github.com/scutcyr/SoulChat
  • mediumtopics#3
    Add more specific topics to highlight its niche.

    Why:

    CURRENT
    chatbot, conversational-ai, psychology, soulchat
    COPY-PASTE FIX
    chatbot, conversational-ai, psychology, soulchat, mental-health-ai, empathy-llm, chinese-llm

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 scutcyr/SoulChat
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
CPM-Live
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. CPM-Live · recommended 1×
  2. BELLE · recommended 1×
  3. ChatGLM-6B · recommended 1×
  4. ChatGLM2-6B · recommended 1×
  5. MOSS · recommended 1×
  • CATEGORY QUERY
    What open-source conversational AI models are available for Chinese mental health support applications?
    you: not recommended
    AI recommended (in order):
    1. CPM-Live
    2. BELLE
    3. ChatGLM-6B
    4. ChatGLM2-6B
    5. MOSS
    6. Pangu-Alpha
    7. ERNIE 3.0 Titan

    AI recommended 7 alternatives but never named scutcyr/SoulChat. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a large language model to enhance empathy and comforting abilities in psychological counseling bots.
    you: not recommended
    AI recommended (in order):
    1. OpenAI's GPT-4
    2. Anthropic's Claude 3
    3. Google's Gemini
    4. Meta's Llama 3
    5. Cohere's Command R+

    AI recommended 5 alternatives but never named scutcyr/SoulChat. 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 scutcyr/SoulChat?
    pass
    AI named scutcyr/SoulChat explicitly

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

  • If a team adopts scutcyr/SoulChat in production, what risks or prerequisites should they evaluate first?
    pass
    AI named scutcyr/SoulChat 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 scutcyr/SoulChat solve, and who is the primary audience?
    pass
    AI named scutcyr/SoulChat 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 scutcyr/SoulChat. 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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<a href="https://repogeo.com/en/r/scutcyr/SoulChat"><img src="https://repogeo.com/badge/scutcyr/SoulChat.svg" alt="RepoGEO" /></a>
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  • Prioritized action items8 vs 3 in Lite
scutcyr/SoulChat — RepoGEO report