RRepoGEO

REPOGEO REPORT · LITE

Nanjiren01/AIChatWeb

Default branch main · commit 0ad9bbba · scanned 6/19/2026, 7:57:47 PM

GitHub: 1,475 stars · 393 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
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 Nanjiren01/AIChatWeb, 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 the README's opening paragraph to emphasize 'self-hostable AI platform'

    Why:

    CURRENT
    本项目是在ChatGPT-Next-Web的基础上增加登录，注册等功能（注意，由于登录注册需要后台支持，因此本项目需要单独部署后端服务才可以运行）
    COPY-PASTE FIX
    AIChat Web 是一个基于 ChatGPT-Next-Web 构建的综合性、可一键部署的自托管AI聊天平台，集成了用户注册、登录、额度管理、邀请系统、敏感词过滤、支付功能以及强大的后台管理系统。
  • mediumtopics#2
    Add more descriptive topics to improve category visibility

    Why:

    CURRENT
    admin, bard, chatgpt, chatgpt-next-web, claude, login, midjourney, pay, register, system
    COPY-PASTE FIX
    admin, bard, chatgpt, chatgpt-next-web, claude, login, midjourney, pay, register, system, self-hosted, ai-platform, llm-platform, user-management, billing
  • lowlicense#3
    Clarify the project's license directly in the README

    Why:

    COPY-PASTE FIX
    ## 许可协议

本项目采用 [请在此处填写您的具体许可协议名称，例如：MIT License, Apache-2.0 License, 或自定义许可协议描述] 许可协议。详情请参阅项目根目录下的 LICENSE 文件。

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 Nanjiren01/AIChatWeb
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
vercel/next.js
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. vercel/next.js · recommended 1×
  2. Vercel · recommended 1×
  3. supabase/supabase · recommended 1×
  4. OpenAI API · recommended 1×
  5. Stripe · recommended 1×
  • CATEGORY QUERY
    How to build an AI chat platform with user registration, payment, and an admin dashboard?
    you: not recommended
    AI recommended (in order):
    1. Next.js (vercel/next.js)
    2. Vercel
    3. Supabase (supabase/supabase)
    4. OpenAI API
    5. Stripe
    6. Django (django/django)
    7. React (facebook/react)
    8. PostgreSQL
    9. Ruby on Rails (rails/rails)
    10. Hotwire
    11. Turbo (hotwired/turbo)
    12. Stimulus (hotwired/stimulus)
    13. Firebase
    14. Firebase Authentication
    15. Firestore
    16. Cloud Functions
    17. React Native (facebook/react-native)
    18. ASP.NET Core (dotnet/aspnetcore)
    19. Angular (angular/angular)
    20. SQL Server
    21. Vue (vuejs/core)

    AI recommended 21 alternatives but never named Nanjiren01/AIChatWeb. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a self-hostable AI chatbot solution offering user quotas and multi-model support.
    you: not recommended
    AI recommended (in order):
    1. Open WebUI (open-webui/open-webui)
    2. LocalAI (go-skynet/LocalAI)
    3. Ollama (ollama/ollama)
    4. Chatbot UI (mckaywrigley/chatbot-ui)
    5. LangChain (langchain-ai/langchain)
    6. LlamaIndex (run-llama/llama_index)
    7. PrivateGPT (imartinez/privateGPT)

    AI recommended 7 alternatives but never named Nanjiren01/AIChatWeb. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 Nanjiren01/AIChatWeb?
    pass
    AI named Nanjiren01/AIChatWeb explicitly

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

  • If a team adopts Nanjiren01/AIChatWeb in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Nanjiren01/AIChatWeb 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 Nanjiren01/AIChatWeb solve, and who is the primary audience?
    pass
    AI did not name Nanjiren01/AIChatWeb — 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?

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Nanjiren01/AIChatWeb — 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