REPOGEO REPORT · LITE

chatpire/chatgpt-web-share

Default branch dev · commit a9335d53 · scanned 5/23/2026, 7:21:57 AM

GitHub: 4,273 stars · 655 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

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 chatpire/chatgpt-web-share, 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

Update README to consistently reflect project termination

Why:

CURRENT

This project was terminated. ... <h1 align="center">ChatGPT Web Share</h1> ... 适用于个人、组织或团队的 ChatGPT 共享方案。

COPY-PASTE FIX

Replace the current H1 and the subsequent functional description with: '<h1 align="center">ChatGPT Web Share (Archived)</h1> <div align="center"> This project is no longer actively maintained and has been terminated. It previously offered a self-hosted solution for sharing ChatGPT Plus / OpenAI API access within teams or organizations. </div>'

mediumreadme#2

Ensure archived description highlights subscription sharing

Why:

COPY-PASTE FIX

Within the updated archived description (from the high priority action), ensure it explicitly mentions 'sharing a *single ChatGPT Plus subscription* or OpenAI API key among multiple users' to clarify its specific role as a subscription management tool.

lowtopics#3

Add more specific topics related to subscription sharing and team management

Why:

CURRENT

chatgpt, chatgpt-api, chatgpt-app, fastapi, gpt-4, vue

COPY-PASTE FIX

chatgpt, chatgpt-api, chatgpt-app, fastapi, gpt-4, vue, subscription-sharing, team-management, access-control, openai-proxy

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 chatpire/chatgpt-web-share

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

OpenAI API

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

OpenAI API · recommended 1×
Azure OpenAI Service · recommended 1×
Anthropic Claude · recommended 1×
Google Gemini · recommended 1×
Cohere · recommended 1×

CATEGORY QUERY
How can I share a premium AI chatbot subscription with my team securely?
you: not recommended
AI recommended (in order):
1. OpenAI API
2. Azure OpenAI Service
3. Anthropic Claude
4. Google Gemini
5. Cohere
6. Flask
7. Django
8. Express
9. Retool
10. AppGyver
11. ChatGPT Enterprise
12. ChatGPT Team
13. Anthropic Claude Team
14. Google Gemini for Workspace
15. 1Password
16. LastPass Enterprise
17. SessionBox
AI recommended 17 alternatives but never named chatpire/chatgpt-web-share. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Tools to manage and share OpenAI API access for multiple users?
you: not recommended
AI recommended (in order):
1. OpenAI Organization Management
2. Auth0
3. Keycloak
4. AWS API Gateway
5. Azure API Management
6. Google Cloud Apigee
7. Custom Proxy Server
AI recommended 7 alternatives but never named chatpire/chatgpt-web-share. 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 chatpire/chatgpt-web-share?
pass
AI named chatpire/chatgpt-web-share explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts chatpire/chatgpt-web-share in production, what risks or prerequisites should they evaluate first?
pass
AI named chatpire/chatgpt-web-share 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 chatpire/chatgpt-web-share solve, and who is the primary audience?
pass
AI did not name chatpire/chatgpt-web-share — 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 chatpire/chatgpt-web-share. 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/chatpire/chatgpt-web-share.svg)](https://repogeo.com/en/r/chatpire/chatgpt-web-share)

HTML

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

Pro

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chatpire/chatgpt-web-share — 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