RRepoGEO

REPOGEO REPORT · LITE

ourongxing/chatgpt-vercel

Default branch main · commit 1a48b6ca · scanned 5/15/2026, 8:27:03 PM

GitHub: 3,218 stars · 2,868 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 ourongxing/chatgpt-vercel, 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
    Add a clear, concise English introduction to the README

    Why:

    CURRENT
    The README currently starts with a video and Chinese text after the H1.
    COPY-PASTE FIX
    A powerful, elegant, and easily deployable web interface for OpenAI's ChatGPT models, designed for personal AI assistance and self-hosting on Vercel. This project offers advanced prompt management, multi-conversation support, and a clean UI.
  • mediumtopics#2
    Expand and refine repository topics

    Why:

    CURRENT
    chatgpt, edge-function, solidjs, vercel
    COPY-PASTE FIX
    chatgpt, edge-function, solidjs, vercel, ai-chatbot-ui, personal-ai-assistant, self-hosted-ai, prompt-management
  • lowabout#3
    Improve the repository description for clarity

    Why:

    CURRENT
    Elegant and Powerfull. Powered by OpenAI and Vercel.
    COPY-PASTE FIX
    An elegant and powerful web interface for OpenAI's ChatGPT, designed for easy self-hosting on Vercel with advanced features like prompt management and multi-conversation support.

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 ourongxing/chatgpt-vercel
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Botpress
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Botpress · recommended 1×
  2. Rasa · recommended 1×
  3. Chatwoot · recommended 1×
  4. Open WebUI · recommended 1×
  5. LangChain · recommended 1×
  • CATEGORY QUERY
    How to self-host a customizable AI chatbot interface with prompt management features?
    you: not recommended
    AI recommended (in order):
    1. Botpress
    2. Rasa
    3. Chatwoot
    4. Open WebUI
    5. LangChain
    6. Streamlit
    7. Next.js

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

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source web application to run a personal AI assistant on Vercel.
    you: not recommended
    AI recommended (in order):
    1. Open Assistant (LAION-AI/Open-Assistant)
    2. PrivateGPT (imartinez/privateGPT)
    3. LocalAI (go-skynet/LocalAI)
    4. LlamaIndex (run-llama/llama_index)
    5. LangChain (langchain-ai/langchain)

    AI recommended 5 alternatives but never named ourongxing/chatgpt-vercel. 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 ourongxing/chatgpt-vercel?
    pass
    AI named ourongxing/chatgpt-vercel explicitly

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

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