REPOGEO REPORT · LITE

xqdoo00o/chatgpt-web

Default branch main · commit 43b062e3 · scanned 6/22/2026, 5:18:04 PM

GitHub: 1,014 stars · 365 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

40 /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

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 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 the README H1 and description to clarify its purpose
Why:
CURRENT
```
Pure Javascript ChatGPT demo based on OpenAI API
```
COPY-PASTE FIX
```
Pure Javascript self-hostable ChatGPT web client based on OpenAI API
```

hightopics#2

Expand repository topics with key features and use cases

Why:

CURRENT

caddy, chatgpt, html5, javascript, markdown, nginx, openai

COPY-PASTE FIX

caddy, chatgpt, html5, javascript, markdown, nginx, openai, self-hosted, web-client, pwa, voice-chat, chat-app

mediumreadme#3

Add a prominent 'Features' section to the README

Why:

COPY-PASTE FIX

## Features
*   **Self-hostable:** Deploy with a single HTML file using any HTTP server (Nginx, Caddy, etc.).
*   **Pure JavaScript:** Lightweight and easy to customize.
*   **Voice Input & Read Aloud:** Interact with ChatGPT using your voice.
*   **PWA Support:** Install as a Progressive Web App for a native-like experience.
*   **Customization:** Dark mode, custom avatars, keyboard shortcuts, multi-language support, environment variables.
*   **Session Management:** Copy, update, refresh, and search conversations.
*   **API Key Management:** Configure OpenAI API keys and custom proxy interfaces.

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

Of all named tools, what % are you?

Top rival

Next.js

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Next.js · recommended 2×
React · recommended 2×
SvelteKit · recommended 2×
Svelte · recommended 2×
Flask · recommended 2×

CATEGORY QUERY
How can I deploy a simple, self-hosted web chat interface using JavaScript and the OpenAI API?
you: not recommended
AI recommended (in order):
1. Next.js
2. Vercel
3. React
4. Node.js
5. node-fetch
6. axios
7. Express.js
8. Render
9. Fly.io
10. SvelteKit
11. Svelte
12. Netlify
13. Flask
14. Python
15. Heroku
16. PythonAnywhere
17. openai (Python library)
18. Firebase Hosting
19. Firebase Cloud Functions
20. Vue
AI recommended 20 alternatives but never named xqdoo00o/chatgpt-web. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a customizable web application for OpenAI chat, including voice input and PWA capabilities.
you: not recommended
AI recommended (in order):
1. Next.js
2. Vercel AI SDK
3. Web Speech API
4. Streamlit
5. FastAPI
6. Flask
7. Nuxt.js
8. OpenAI API
9. SvelteKit
10. Gradio
11. React
12. Create React App
13. Vite
14. Django
15. Vue
16. Svelte
AI recommended 16 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 named xqdoo00o/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 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.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/xqdoo00o/chatgpt-web.svg)](https://repogeo.com/en/r/xqdoo00o/chatgpt-web)

HTML

<a href="https://repogeo.com/en/r/xqdoo00o/chatgpt-web"><img src="https://repogeo.com/badge/xqdoo00o/chatgpt-web.svg" alt="RepoGEO" /></a>

Pro

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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