REPOGEO REPORT · LITE

1692775560/deepseek_project

Default branch main · commit 7e139226 · scanned 6/22/2026, 9:03:09 PM

GitHub: 1,338 stars · 221 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

30 /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

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 1692775560/deepseek_project, 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:
CURRENT
```
(none)
```
COPY-PASTE FIX
```
llm, web-search, chatbot, deepseek-api, wechat, modelscope, ai-assistant, local-llm
```

highreadme#2

Clarify the repository's primary purpose in the README's opening

Why:

CURRENT

# DeepSeek Project

## 安装指南

```bash
# 第一步：安装依赖
pip install -r requirements.txt
```

## 项目概览

### 🤖 WeChat Assistant Project

COPY-PASTE FIX

# DeepSeek AI Tools: LLM Web Search, Chatbot & Deployment

This repository offers a collection of AI tools, prominently featuring a web search plugin for locally deployed Large Language Models (LLMs) to access real-time internet information. It also includes a DeepSeek API-powered WeChat chatbot and utilities for deploying DeepSeek distillation models.

## 安装指南

```bash
# 第一步：安装依赖
pip install -r requirements.txt
```

## 项目概览

### 🤖 WeChat Assistant Project

highlicense#3

Add a LICENSE file to the repository

Why:

CURRENT

(no LICENSE file detected — the repo has no recognizable license)

COPY-PASTE FIX

Create a LICENSE file in the root of the repository, clearly stating the terms under which this project can be used.

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 1692775560/deepseek_project

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Tencent Cloud

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Tencent Cloud · recommended 1×
Tencent Cloud NLP · recommended 1×
Tencent Cloud Bot Platform · recommended 1×
Microsoft Azure Bot Service · recommended 1×
Azure Cognitive Services · recommended 1×

CATEGORY QUERY
How to build an intelligent chatbot for WeChat with automated AI responses?
you: not recommended
AI recommended (in order):
1. Tencent Cloud
2. Tencent Cloud NLP
3. Tencent Cloud Bot Platform
4. Microsoft Azure Bot Service
5. Azure Cognitive Services
6. Language Understanding (LUIS)
7. QnA Maker
8. Google Cloud Dialogflow
9. AWS Lex
10. Rasa
11. ManyChat
12. Landbot
AI recommended 12 alternatives but never named 1692775560/deepseek_project. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What tools enable locally hosted large language models to perform real-time internet searches?
you: not recommended
AI recommended (in order):
1. LangChain
2. LlamaIndex
3. Haystack
4. SerpAPI
5. Serper.dev
6. Google Custom Search API
7. Bing Web Search API
8. Brave Search API
9. Ollama
10. LM Studio
11. text-generation-webui
AI recommended 11 alternatives but never named 1692775560/deepseek_project. 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 1692775560/deepseek_project?
pass
AI named 1692775560/deepseek_project explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts 1692775560/deepseek_project in production, what risks or prerequisites should they evaluate first?
pass
AI named 1692775560/deepseek_project 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 1692775560/deepseek_project solve, and who is the primary audience?
pass
AI named 1692775560/deepseek_project 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 1692775560/deepseek_project. 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)

[![RepoGEO](https://repogeo.com/badge/1692775560/deepseek_project.svg)](https://repogeo.com/en/r/1692775560/deepseek_project)

HTML

<a href="https://repogeo.com/en/r/1692775560/deepseek_project"><img src="https://repogeo.com/badge/1692775560/deepseek_project.svg" alt="RepoGEO" /></a>

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1692775560/deepseek_project — 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