RRepoGEO

REPOGEO REPORT · LITE

Nanjiren01/AIChatWeb

Default branch main · commit 0ad9bbba · scanned 5/9/2026, 10:35:15 PM

GitHub: 1,473 stars · 395 forks

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 H1 and opening paragraph to clearly state the project's core value

    Why:

    CURRENT
    The current README starts with a disclaimer, then `<h1>AIChat Web</h1>`, followed by update time and supported platforms, with the core project description appearing later.
    COPY-PASTE FIX
    # AIChat Web: Self-Hostable AI Chat Platform with User Management, Payments, and Admin Controls

本项目是在ChatGPT-Next-Web的基础上，为个人或团队提供一个功能完备的AI聊天平台。它增加了用户注册登录、额度限制、邀请系统、敏感词过滤和支付集成等核心功能，并支持基于Docker的一键部署。通过强大的后台管理系统，您可以轻松配置网站标题、欢迎词、额度不足提醒和公告，实现高度自定义。
  • mediumabout#2
    Update the repository's 'About' description for better clarity on its niche

    Why:

    CURRENT
    在ChatGPT-Next-Web的基础上，增加注册登录，额度限制，邀请，敏感词，支付，基于docker一键部署。提供后台管理系统，可配置标题、欢迎词、额度不足提醒、公告
    COPY-PASTE FIX
    A self-hostable AI chat platform, built on ChatGPT-Next-Web, adding essential features like user registration, login, quota limits, invitations, sensitive word filtering, and payment integration. It offers one-click Docker deployment and a comprehensive backend management system for configuring titles, welcome messages, quota reminders, and announcements.
  • lowlicense#3
    Add a clear license statement to the README

    Why:

    COPY-PASTE FIX
    本项目采用自定义许可，详情请参阅仓库根目录下的 `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
facebook/react
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. facebook/react · recommended 2×
  2. nodejs/node · recommended 2×
  3. python/cpython · recommended 2×
  4. chatwoot/chatwoot · recommended 2×
  5. vuejs/core · recommended 2×
  • CATEGORY QUERY
    How to deploy a self-hosted AI chat platform with user accounts, credit limits, and payment processing?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Stripe
    3. Next.js (vercel/next.js)
    4. React (facebook/react)
    5. Node.js (nodejs/node)
    6. Express.js (expressjs/express)
    7. NestJS (nestjs/nest)
    8. Python (python/cpython)
    9. Django (django/django)
    10. FastAPI (tiangolo/fastapi)
    11. PostgreSQL
    12. Keycloak (keycloak/keycloak)
    13. LangChain (langchain-ai/langchain)
    14. Django REST Framework (encode/django-rest-framework)
    15. allauth (pennersr/django-allauth)
    16. Chatwoot (chatwoot/chatwoot)
    17. Paddle
    18. Directus (directus/directus)
    19. Nuxt.js (nuxt/nuxt)
    20. Vue.js (vuejs/core)
    21. Appwrite (appwrite/appwrite)
    22. SvelteKit (sveltejs/kit)

    AI recommended 22 alternatives but never named Nanjiren01/AIChatWeb. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a customizable AI chatbot frontend with admin controls, user management, and multi-model support.
    you: not recommended
    AI recommended (in order):
    1. Botpress (botpress/botpress)
    2. Rasa X (RasaHQ/rasa-x)
    3. Rasa Open Source (RasaHQ/rasa)
    4. Voiceflow
    5. Chatwoot (chatwoot/chatwoot)
    6. Gupshup
    7. React (facebook/react)
    8. Vue (vuejs/core)
    9. Angular (angular/angular)
    10. Node.js (nodejs/node)
    11. Python (python/cpython)
    12. OpenAI
    13. Anthropic
    14. Google Gemini
    15. Hugging Face

    AI recommended 15 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?

Embed your GEO score

Drop this badge into the README of Nanjiren01/AIChatWeb. 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)
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HTML
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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