RRepoGEO

REPOGEO REPORT · LITE

79E/ChatGpt-Web

Default branch master · commit 91bbcb49 · scanned 5/26/2026, 8:47:53 AM

GitHub: 1,371 stars · 451 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 79E/ChatGpt-Web, 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 H1 and opening sentence to emphasize 'template' and key features

    Why:

    CURRENT
    <h1 align="center">ChatGPT Web</h1>

A commercially-viable ChatGpt web application built with React.
    COPY-PASTE FIX
    <h1 align="center">ChatGPT Web Application Template</h1>

A commercially-viable, full-stack ChatGPT web application template built with React, featuring an admin panel for user and token management.
  • hightopics#2
    Add more specific topics to clarify the repo's function as a full application template

    Why:

    CURRENT
    chat, chatbot, chatgpt, openai, react
    COPY-PASTE FIX
    chat, chatbot, chatgpt, openai, react, web-application, admin-panel, monetization, saas-template, full-stack, midjourney, dalle
  • mediumreadme#3
    Add a 'Why Choose This?' section to highlight key differentiators

    Why:

    COPY-PASTE FIX
    ## ✨ Why Choose ChatGPT Web Application Template?

This project stands out as a comprehensive, production-ready solution for launching your own AI chatbot service. Unlike basic wrappers, it offers:

- **Commercial Viability:** Designed for monetization with robust user, token, and subscription management via an integrated admin panel.
- **Rich AI Integration:** Supports advanced models like GPT-4, Midjourney, and DALL·E for diverse AI capabilities.
- **Optimized User Experience:** Features a responsive UI, lightning-fast loading, and extensive prompt libraries for both English and Chinese users.
- **Flexible Deployment:** Easily customizable API endpoints (OpenAI, API2D) and a clear path for self-hosting.

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 79E/ChatGpt-Web
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Next.js
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Next.js · recommended 2×
  2. Tailwind CSS · recommended 2×
  3. OpenAI API · recommended 1×
  4. Vercel · recommended 1×
  5. Stripe · recommended 1×
  • CATEGORY QUERY
    How to build a commercially viable AI chatbot web application using React?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Vercel
    3. Next.js
    4. Stripe
    5. Firebase
    6. Tailwind CSS
    7. Sentry

    AI recommended 7 alternatives but never named 79E/ChatGpt-Web. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a React web app template with admin panel for managing AI chatbot users and tokens.
    you: not recommended
    AI recommended (in order):
    1. Next.js
    2. Tailwind CSS
    3. NextAuth.js
    4. shadcn/ui
    5. React Admin
    6. Ant Design Pro
    7. Material-UI
    8. Material Dashboard React
    9. Gradient Able React
    10. Mantis React
    11. AdminLTE React

    AI recommended 11 alternatives but never named 79E/ChatGpt-Web. 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 79E/ChatGpt-Web?
    pass
    AI named 79E/ChatGpt-Web explicitly

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

  • If a team adopts 79E/ChatGpt-Web in production, what risks or prerequisites should they evaluate first?
    pass
    AI named 79E/ChatGpt-Web 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 79E/ChatGpt-Web solve, and who is the primary audience?
    pass
    AI did not name 79E/ChatGpt-Web — 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

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite