RRepoGEO

REPOGEO REPORT · LITE

pengxiao-song/LaWGPT

Default branch main · commit 7f1c52ad · scanned 6/21/2026, 4:28:05 PM

GitHub: 6,052 stars · 548 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)

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

AI VISIBILITY SCORE
62 /100
Needs work
Category recall
1 / 2
Avg rank #1.0 when recommended
Rule findings
1 pass · 1 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 pengxiao-song/LaWGPT, 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

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

OVERALL DIRECTION
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    chinese-legal-llm, lawgpt, large-language-model, legal-ai, chinese-nlp, fine-tuning, legal-qa, dialogue-system, legal-tech, open-source-llm
  • lowabout#2
    Enhance the 'About' description to reinforce unique identity

    Why:

    CURRENT
    🎉 Repo for LaWGPT, Chinese-Llama tuned with Chinese Legal knowledge. 基于中文法律知识的大语言模型
    COPY-PASTE FIX
    🎉 Official repository for pengxiao-song/LaWGPT, a series of Chinese-Llama models specifically fine-tuned with extensive Chinese legal knowledge. 基于中文法律知识的大语言模型官方仓库。

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
1 / 2
50% of queries surface pengxiao-song/LaWGPT
Avg rank
#1.0
Lower is better. #1 = top recommendation.
Share of voice
9%
Of all named tools, what % are you?
Top rival
ChatLaw
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatLaw · recommended 1×
  2. Baichuan 2 · recommended 1×
  3. Qwen · recommended 1×
  4. LLaMA 2 · recommended 1×
  5. Chinese-LLaMA-Alpaca · recommended 1×
  • CATEGORY QUERY
    What open-source large language models are best for processing Chinese legal documents?
    you: #1
    AI recommended (in order):
    1. LawGPT ← you
    2. ChatLaw
    3. Baichuan 2
    4. Qwen
    5. LLaMA 2
    6. Chinese-LLaMA-Alpaca
    Show full AI answer
  • CATEGORY QUERY
    Looking for a specialized AI model to assist with Chinese legal question answering and dialogue.
    you: not recommended
    AI recommended (in order):
    1. LawGPT (法律GPT)
    2. ChatGLM-6B
    3. ERNIE Bot (文心一言)
    4. SenseChat (商汤日日新)
    5. GPT-4

    AI recommended 5 alternatives but never named pengxiao-song/LaWGPT. 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 pengxiao-song/LaWGPT?
    pass
    AI did not name pengxiao-song/LaWGPT — 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 pengxiao-song/LaWGPT in production, what risks or prerequisites should they evaluate first?
    pass
    AI named pengxiao-song/LaWGPT 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 pengxiao-song/LaWGPT solve, and who is the primary audience?
    pass
    AI named pengxiao-song/LaWGPT explicitly

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

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pengxiao-song/LaWGPT — 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