RRepoGEO

REPOGEO REPORT · LITE

xqdoo00o/chatgpt-web

Default branch main · commit 43b062e3 · scanned 5/12/2026, 11:09:43 AM

GitHub: 1,019 stars · 365 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 xqdoo00o/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 for clarity

    Why:

    CURRENT
    # chatgpt-web
Pure Javascript ChatGPT demo based on OpenAI API
    COPY-PASTE FIX
    # chatgpt-web: A Self-Hostable Pure JavaScript ChatGPT Web Application
This project provides a straightforward, client-side web application for interacting with the OpenAI API, designed for easy self-hosting and customization.
  • mediumtopics#2
    Add specific topics for web application and self-hosting

    Why:

    CURRENT
    caddy, chatgpt, html5, javascript, markdown, nginx, openai
    COPY-PASTE FIX
    caddy, chatgpt, html5, javascript, markdown, nginx, openai, web-app, frontend, single-page-application, self-hosted, ai-chatbot-ui
  • lowabout#3
    Refine repository description to reflect full application status

    Why:

    CURRENT
    Pure Javascript ChatGPT demo based on OpenAI API
    COPY-PASTE FIX
    A pure JavaScript, self-hostable web application for interacting with the OpenAI API.

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 xqdoo00o/chatgpt-web
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Vite
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Vite · recommended 2×
  2. React · recommended 1×
  3. create-react-app · recommended 1×
  4. fetch · recommended 1×
  5. axios · recommended 1×
  • CATEGORY QUERY
    Need a straightforward client-side web application to interact with OpenAI's chat API.
    you: not recommended
    AI recommended (in order):
    1. React
    2. create-react-app
    3. Vite
    4. fetch
    5. axios
    6. Vue.js
    7. Vue CLI
    8. Vite
    9. Svelte
    10. SvelteKit
    11. Next.js
    12. Vanilla JavaScript
    13. HTML/CSS
    14. Angular
    15. Angular CLI

    AI recommended 15 alternatives but never named xqdoo00o/chatgpt-web. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a self-contained JavaScript project for a personal AI chatbot with easy deployment.
    you: not recommended
    AI recommended (in order):
    1. Botpress (botpress/botpress)
    2. Rasa (RasaHQ/rasa)
    3. Chatfuel
    4. Dialogflow
    5. Node.js (nodejs/node)
    6. Express.js (expressjs/express)
    7. Natural (NaturalNode/natural)
    8. Compromise (spencermountain/compromise)

    AI recommended 8 alternatives but never named xqdoo00o/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 xqdoo00o/chatgpt-web?
    pass
    AI named xqdoo00o/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 xqdoo00o/chatgpt-web in production, what risks or prerequisites should they evaluate first?
    pass
    AI named xqdoo00o/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 xqdoo00o/chatgpt-web solve, and who is the primary audience?
    pass
    AI did not name xqdoo00o/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

Drop this badge into the README of xqdoo00o/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.

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MARKDOWN (README)
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xqdoo00o/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