REPOGEO REPORT · LITE

LiuHC0428/LAW-GPT

Default branch main · commit 6251dd36 · scanned 6/23/2026, 6:37:38 PM

GitHub: 1,195 stars · 126 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

23 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 0 warn · 1 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 LiuHC0428/LAW-GPT, 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 improve categorization

Why:

COPY-PASTE FIX

["chinese-legal-llm", "legal-ai", "large-language-model", "chatglm", "lora", "nlp", "question-answering", "law", "generative-ai"]

highlicense#2

Add a LICENSE file to clarify usage rights

Why:

COPY-PASTE FIX

Create a `LICENSE` file in the repository root. Consider using a permissive open-source license such as MIT or Apache-2.0 to encourage adoption and clarify terms of use.

mediumreadme#3

Add a concise, keyword-rich opening sentence to the README

Why:

CURRENT

我们的愿景是为让所有人在遇到法律问题时能第一时间获得专业可靠的回答。因为专业的律师服务只有真正**触手可及**，才会让人们习惯运用，一如二十年前的搜索引擎，十年前的快递业务。我们希望让法律走进日常生活，为构建**法治社会**贡献我们的力量。项目海报由Midjourney生成。

本项目开源的**中文法律通用模型**由ChatGLM-6B LoRA 16-bit指令微调得到。数据集包括现有的法律问答数据集和**基于法条和真实案例指导**的self-Instruct构建的高质量法律文本问答，提高了通用语言大模型**在法律领域的表现**，提高了模型回答的可靠性和专业程度。

COPY-PASTE FIX

LawGPT_zh (獬豸) is an open-source Chinese legal large language model (LLM) built on ChatGLM-6B, designed to provide professional and reliable answers to legal questions with legal citations, making expert legal assistance accessible to everyone. 我们的愿景是为让所有人在遇到法律问题时能第一时间获得专业可靠的回答。因为专业的律师服务只有真正**触手可及**，才会让人们习惯运用，一如二十年前的搜索引擎，十年前的快递业务。我们希望让法律走进日常生活，为构建**法治社会**贡献我们的力量。项目海报由Midjourney生成。

本项目开源的**中文法律通用模型**由ChatGLM-6B LoRA 16-bit指令微调得到。数据集包括现有的法律问答数据集和**基于法条和真实案例指导**的self-Instruct构建的高质量法律文本问答，提高了通用语言大模型**在法律领域的表现**，提高了模型回答的可靠性和专业程度。

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 LiuHC0428/LAW-GPT

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Lawyer LLaMA

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Lawyer LLaMA · recommended 1×
ChatLaw · recommended 1×
LexiLaw · recommended 1×
Chinese-Alpaca-Plus · recommended 1×
Baichuan-7B · recommended 1×

CATEGORY QUERY
What are the best open-source large language models for Chinese legal question answering?
you: not recommended
AI recommended (in order):
1. Lawyer LLaMA
2. ChatLaw
3. LexiLaw
4. Chinese-Alpaca-Plus
5. Baichuan-7B
6. Baichuan2-7B
AI recommended 6 alternatives but never named LiuHC0428/LAW-GPT. This is the gap to close.
Show full AI answer
CATEGORY QUERY
How to develop an AI chatbot for providing accurate legal information with citations?
you: not recommended
AI recommended (in order):
1. OpenAI GPT-4
2. GPT-3.5 Turbo
3. LangChain
4. LlamaIndex
5. Pinecone
6. Weaviate
7. Chroma
8. FAISS
9. Hugging Face Transformers
10. LegalBERT
11. CaseHOLD
12. text-embedding-ada-002
13. Streamlit
14. Gradio
15. Flask
16. React
17. Django
18. Vue
AI recommended 18 alternatives but never named LiuHC0428/LAW-GPT. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
fail
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 LiuHC0428/LAW-GPT?
pass
AI named LiuHC0428/LAW-GPT explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts LiuHC0428/LAW-GPT in production, what risks or prerequisites should they evaluate first?
pass
AI did not name LiuHC0428/LAW-GPT — 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?
In one sentence, what problem does the repo LiuHC0428/LAW-GPT solve, and who is the primary audience?
pass
AI named LiuHC0428/LAW-GPT explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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LiuHC0428/LAW-GPT — 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