RRepoGEO

REPOGEO REPORT · LITE

869413421/chatgpt-web

Default branch main · commit bdc85065 · scanned 6/18/2026, 7:16:47 PM

GitHub: 3,135 stars · 716 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
35 /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
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 869413421/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 the README H1 and opening paragraph to specify category

    Why:

    CURRENT
    # chatgpt-web

> 本项目可以一键部署属于自己定制化的 chatgpt web 程序(兼容gpt3.5)
    COPY-PASTE FIX
    # chatgpt-web: A Self-Hosted, Ready-to-Deploy ChatGPT Web Application

> 本项目提供一个开箱即用的私有化 ChatGPT Web 应用程序，兼容 GPT-3.5 和 GPT-4 API，让您可以轻松部署和定制自己的 AI 聊天界面，无需编写代码。
  • hightopics#2
    Add more specific topics to improve categorization

    Why:

    CURRENT
    chatgpt, website
    COPY-PASTE FIX
    chatgpt, website, self-hosted, web-application, llm-frontend, openai-api, go-lang
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/869413421/chatgpt-web

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 869413421/chatgpt-web
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Flask
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Flask · recommended 2×
  2. Django · recommended 2×
  3. React · recommended 2×
  4. Vue.js · recommended 2×
  5. Angular · recommended 2×
  • CATEGORY QUERY
    How can I deploy a custom web interface for large language models privately?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Gradio
    2. Streamlit
    3. Flask
    4. Django
    5. React
    6. Vue.js
    7. Angular
    8. Docker
    9. Kubernetes
    10. AWS App Runner
    11. Google Cloud Run
    12. Azure Container Apps
    13. LangChain UI
    14. PrivateGPT

    AI recommended 14 alternatives but never named 869413421/chatgpt-web. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a self-hosted chatbot frontend with API proxy and customizable AI personality.
    you: not recommended
    AI recommended (in order):
    1. Botpress
    2. Rasa
    3. Chatwoot
    4. OpenWebUI
    5. LocalAI
    6. Next.js
    7. React
    8. Vue.js
    9. Angular
    10. Node.js
    11. Express
    12. Python
    13. Flask
    14. Django
    15. OpenAI API
    16. Cohere API

    AI recommended 16 alternatives but never named 869413421/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
    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 869413421/chatgpt-web?
    pass
    AI named 869413421/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 869413421/chatgpt-web in production, what risks or prerequisites should they evaluate first?
    pass
    AI named 869413421/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 869413421/chatgpt-web solve, and who is the primary audience?
    pass
    AI named 869413421/chatgpt-web 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 869413421/chatgpt-web. 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/869413421/chatgpt-web.svg)](https://repogeo.com/en/r/869413421/chatgpt-web)
HTML
<a href="https://repogeo.com/en/r/869413421/chatgpt-web"><img src="https://repogeo.com/badge/869413421/chatgpt-web.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

869413421/chatgpt-web — 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