RRepoGEO

REPOGEO REPORT · LITE

SlimeBoyOwO/LingChat

Default branch main · commit a4126d86 · scanned 6/26/2026, 11:12:07 AM

GitHub: 1,063 stars · 84 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 SlimeBoyOwO/LingChat, 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
    Clarify project's core purpose as an AI companion in the README's opening.

    Why:

    CURRENT
    The current description 'GPT chat with emotional expressions.' and the Chinese H1.
    COPY-PASTE FIX
    Insert the following sentence immediately after the main title block (e.g., after the '📥 下载最新版本' line and before '## 🖥️ 快速指引 & 社区支持'): 'LingChat is an open-source AI companion and character chat platform designed for immersive, personalized interactions with emotional intelligence and deep customization.'
  • hightopics#2
    Add relevant topics to improve categorization.

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-companion, character-ai, chatbot, gpt, emotional-intelligence, virtual-assistant, customization, open-source
  • highlicense#3
    Add a LICENSE file to clarify usage terms.

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with a standard open-source license (e.g., MIT, Apache-2.0, GPL-3.0) that aligns with the project's goals.

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 SlimeBoyOwO/LingChat
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Inworld AI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Inworld AI · recommended 1×
  2. Character AI · recommended 1×
  3. OpenAI GPT · recommended 1×
  4. Google Cloud's Dialogflow CX · recommended 1×
  5. Hugging Face Transformers · recommended 1×
  • CATEGORY QUERY
    How to build an AI chatbot with emotional responses and dynamic character interactions?
    you: not recommended
    AI recommended (in order):
    1. Inworld AI
    2. Character AI
    3. OpenAI GPT
    4. Google Cloud's Dialogflow CX
    5. Hugging Face Transformers
    6. Rasa

    AI recommended 6 alternatives but never named SlimeBoyOwO/LingChat. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source AI companion with customizable characters and persistent memory features.
    you: not recommended
    AI recommended (in order):
    1. Oobabooga's Text Generation WebUI
    2. KoboldAI
    3. SillyTavern
    4. Jan
    5. LocalAI
    6. LiteLLM

    AI recommended 6 alternatives but never named SlimeBoyOwO/LingChat. 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 SlimeBoyOwO/LingChat?
    pass
    AI named SlimeBoyOwO/LingChat explicitly

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

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

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

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SlimeBoyOwO/LingChat — 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