RRepoGEO

REPOGEO REPORT · LITE

pengxiao-song/LaWGPT

Default branch main · commit 7f1c52ad · scanned 5/11/2026, 11:42:24 AM

GitHub: 6,040 stars · 547 forks

AI VISIBILITY SCORE
69 /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
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 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

3 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, large-language-model, legal-ai, llm, nlp, chinese-nlp, fine-tuning, legal-tech, law, chinese-law
  • mediumreadme#2
    Emphasize LaWGPT's role in building AI assistants in the README

    Why:

    CURRENT
    LaWGPT 是一系列基于中文法律知识的开源大语言模型。
    COPY-PASTE FIX
    LaWGPT 是一系列基于中文法律知识的开源大语言模型，旨在为构建中文法律领域的AI助手和应用提供强大的基础模型。
  • lowhomepage#3
    Update homepage to the project wiki

    Why:

    CURRENT
    https://github.com/pengxiao-song/LaWGPT/
    COPY-PASTE FIX
    https://github.com/pengxiao-song/LaWGPT/wiki

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
8%
Of all named tools, what % are you?
Top rival
ChatLaw
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatLaw · recommended 1×
  2. LexiLaw · recommended 1×
  3. Chinese-Legal-LLaMA · recommended 1×
  4. CPM-Live · recommended 1×
  5. GPT-4 · recommended 1×
  • CATEGORY QUERY
    Looking for an open-source large language model specialized in Chinese legal text analysis.
    you: #1
    AI recommended (in order):
    1. LawGPT ← you
    2. ChatLaw
    3. LexiLaw
    4. Chinese-Legal-LLaMA
    5. CPM-Live
    Show full AI answer
  • CATEGORY QUERY
    What LLMs are available for building AI assistants that understand Chinese legal questions?
    you: not recommended
    AI recommended (in order):
    1. GPT-4
    2. ERNIE Bot
    3. Claude 3 Opus / Sonnet
    4. SenseChat
    5. LLaMA 3
    6. Qwen
    7. GLM-4

    AI recommended 7 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 named pengxiao-song/LaWGPT explicitly

    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?

Embed your GEO score

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

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/pengxiao-song/LaWGPT.svg)](https://repogeo.com/en/r/pengxiao-song/LaWGPT)
HTML
<a href="https://repogeo.com/en/r/pengxiao-song/LaWGPT"><img src="https://repogeo.com/badge/pengxiao-song/LaWGPT.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

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