RRepoGEO

REPOGEO REPORT · LITE

ourongxing/chatgpt-vercel

Default branch main · commit 1a48b6ca · scanned 6/26/2026, 3:26:48 PM

GitHub: 3,216 stars · 2,851 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
27 /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
1 / 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
    Reposition the README's opening to clearly state the project's purpose as a ChatGPT web UI

    Why:

    CURRENT
    # ChatGPT-Vercel

https://user-images.githubusercontent.com/48356807/232432194-46ba797f-ad9d-476a-a739-20e0b3d63eb2.mp4

> 本项目基于 chatgpt-demo 开发。正式版本（v1.0.0）使用 Solid-Start 框架，并且不再开启 SSR。请重新设置环境变量。

在线预览:

1. vercel.app 被墙。
    COPY-PASTE FIX
    # ChatGPT-Vercel: A powerful, elegant, and self-hostable web UI for the ChatGPT API, optimized for Vercel deployment.

Manage multiple AI conversations with advanced features like prompt presets, PWA support, and token usage monitoring. This project is based on chatgpt-demo and uses the Solid-Start framework (v1.0.0+).

https://user-images.githubusercontent.com/48356807/232432194-46ba797f-ad9d-476a-a739-20e0b3d63eb2.mp4
  • mediumabout#2
    Refine the repository description to be more specific about its function

    Why:

    CURRENT
    Elegant and Powerfull. Powered by OpenAI and Vercel.
    COPY-PASTE FIX
    A powerful, elegant, and self-hostable web UI for the ChatGPT API, optimized for Vercel deployment. Manage multiple AI conversations with advanced features.
  • mediumtopics#3
    Add more functional and descriptive topics to improve category visibility

    Why:

    CURRENT
    chatgpt, edge-function, solidjs, vercel
    COPY-PASTE FIX
    chatgpt, edge-function, solidjs, vercel, ai-assistant, web-ui, chat-interface, self-hosted

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
Vercel
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Vercel · recommended 1×
  2. vercel/next.js · recommended 1×
  3. facebook/react · recommended 1×
  4. vercel/ai · recommended 1×
  5. OpenAI · recommended 1×
  • CATEGORY QUERY
    How to deploy a personal AI assistant interface on Vercel with custom prompts?
    you: not recommended
    AI recommended (in order):
    1. Vercel
    2. Next.js (vercel/next.js)
    3. React (facebook/react)
    4. Vercel AI SDK (vercel/ai)
    5. OpenAI
    6. Anthropic
    7. Google Gemini
    8. SvelteKit (sveltejs/kit)
    9. Svelte (sveltejs/svelte)
    10. Nuxt (nuxt/nuxt)
    11. Vue.js (vuejs/core)
    12. Pinia (vuejs/pinia)
    13. Vuex (vuejs/vuex)
    14. Create React App (facebook/create-react-app)
    15. Vite (vitejs/vite)
    16. Node.js (nodejs/node)
    17. openai npm package (openai/openai-node)
    18. sse-parser (EventSource/sse-parser)

    AI recommended 18 alternatives but never named ourongxing/chatgpt-vercel. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a self-hostable, feature-rich web UI for managing multiple AI conversations.
    you: not recommended
    AI recommended (in order):
    1. Chatbot UI
    2. Open WebUI
    3. LocalAI
    4. FlowiseAI
    5. 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 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?

  • 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?

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ourongxing/chatgpt-vercel — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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