RRepoGEO

REPOGEO REPORT · LITE

869413421/chatgpt-web

Default branch main · commit bdc85065 · scanned 5/9/2026, 12:27:30 AM

GitHub: 3,141 stars · 719 forks

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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Add more specific topics to improve categorization

    Why:

    CURRENT
    chatgpt, website
    COPY-PASTE FIX
    chatgpt, website, web-ui, llm, self-hosted, openai-api, go, frontend, backend
  • mediumhomepage#2
    Add a homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    Provide a URL to a live demo, detailed documentation, or a dedicated project website. If a separate site doesn't exist, consider linking to the detailed 'Quick Start' section of this README: `https://github.com/869413421/chatgpt-web#quick-start`.

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
gradio-app/gradio
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. gradio-app/gradio · recommended 1×
  2. streamlit/streamlit · recommended 1×
  3. pallets/flask · recommended 1×
  4. vercel/next.js · recommended 1×
  5. tiangolo/fastapi · recommended 1×
  • CATEGORY QUERY
    How can I deploy a personal web interface for a large language model API?
    you: not recommended
    AI recommended (in order):
    1. Gradio (gradio-app/gradio)
    2. Streamlit (streamlit/streamlit)
    3. Flask (pallets/flask)
    4. Next.js (vercel/next.js)
    5. FastAPI (tiangolo/fastapi)
    6. Django (django/django)
    7. Bubble

    AI recommended 7 alternatives but never named 869413421/chatgpt-web. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a customizable web UI for AI chat, with proxy support and user authentication.
    you: not recommended
    AI recommended (in order):
    1. Chatbot UI
    2. Open WebUI
    3. Lobe Chat
    4. Botpress
    5. Gradio
    6. Streamlit

    AI recommended 6 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

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