RRepoGEO

REPOGEO REPORT · LITE

zhaoyingjun/chatbot

Default branch master · commit 90635f0e · scanned 5/24/2026, 3:33:00 PM

GitHub: 3,590 stars · 1,013 forks

AI VISIBILITY SCORE
28 /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
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 zhaoyingjun/chatbot, 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
    Reposition README's H1 and add an introductory paragraph

    Why:

    CURRENT
    # 项目文档切换

[查看 Shopping Agent 文档](#shopping-agent) | [查看 Chatbot 文档](#chatbot)

<span id="shopping-agent"></span>

# Shopping Agent
    COPY-PASTE FIX
    # zhaoyingjun/chatbot: AI Agents for Practical Scenarios (Shopping Agent, SLM Chatbot)

本项目致力于探索和实现各种有实际场景价值的AI Agent，特别是基于大语言模型（LLM）和小型语言模型（SLM）的解决方案。近期更新了小参数量SLM的训练脚本，支持本地训练，并新增了ChatAgent功能。其中，Shopping Agent是一个核心示例，专注于通过浏览器自动化和AI分析，帮助用户高效提取、汇总并导出电商订单信息。

[查看 Shopping Agent 文档](#shopping-agent) | [查看 Chatbot 文档](#chatbot)

<span id="shopping-agent"></span>

# Shopping Agent
  • highlicense#2
    Add a LICENSE file

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the root directory of the repository. Choose a standard open-source license (e.g., MIT, Apache-2.0, GPL-3.0) that best suits your project's distribution and usage intentions, and paste its full text into the file.
  • mediumhomepage#3
    Add a homepage URL to the repository settings

    Why:

    COPY-PASTE FIX
    In your GitHub repository settings, locate the "Website" or "Homepage" field under the "About" section and add a URL. This could be a link to a live demo, a dedicated project page, or more extensive documentation.

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 zhaoyingjun/chatbot
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Puppeteer
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Puppeteer · recommended 2×
  2. Playwright · recommended 2×
  3. Beautiful Soup · recommended 1×
  4. Pandas · recommended 1×
  5. Selenium · recommended 1×
  • CATEGORY QUERY
    How to automate extracting order details from web pages and export to Excel?
    you: not recommended
    AI recommended (in order):
    1. Beautiful Soup
    2. Pandas
    3. Selenium
    4. Octoparse
    5. ParseHub
    6. Apify
    7. Cheerio
    8. Puppeteer
    9. Playwright
    10. Microsoft Power Automate Desktop

    AI recommended 10 alternatives but never named zhaoyingjun/chatbot. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools use AI agents for browser automation to analyze and summarize web content?
    you: not recommended
    AI recommended (in order):
    1. Browse AI
    2. Axiom.ai
    3. Playwright
    4. LangChain
    5. LlamaIndex
    6. Puppeteer
    7. Autoblocks
    8. Mindtastic

    AI recommended 8 alternatives but never named zhaoyingjun/chatbot. 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 zhaoyingjun/chatbot?
    pass
    AI did not name zhaoyingjun/chatbot — 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 zhaoyingjun/chatbot in production, what risks or prerequisites should they evaluate first?
    pass
    AI named zhaoyingjun/chatbot 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 zhaoyingjun/chatbot solve, and who is the primary audience?
    pass
    AI named zhaoyingjun/chatbot 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 zhaoyingjun/chatbot. 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/zhaoyingjun/chatbot.svg)](https://repogeo.com/en/r/zhaoyingjun/chatbot)
HTML
<a href="https://repogeo.com/en/r/zhaoyingjun/chatbot"><img src="https://repogeo.com/badge/zhaoyingjun/chatbot.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

zhaoyingjun/chatbot — 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