REPOGEO REPORT · LITE

awesome-gptX/awesome-gpt

Default branch main · commit 53948c07 · scanned 5/9/2026, 10:08:24 PM

GitHub: 1,109 stars · 110 forks

AI VISIBILITY SCORE

28 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 1 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 awesome-gptX/awesome-gpt, 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 its purpose as a comprehensive tool collection

Why:

CURRENT

English | [简体中文](./README.zh-cn.md)

# Awesome-ChatGPT

- guardian-agent-prompts - 49 production-tested AI agent system prompts for Claude Code multi-agent orchestration with task registry and quality gates. MIT licensed.

COPY-PASTE FIX

English | [简体中文](./README.zh-cn.md)

# Awesome-ChatGPT

🏆 An awe-inspiring collection of resources, encompassing a wide range of tools, documents, resources, applications, and use cases related to ChatGPT. This comprehensive list helps developers, researchers, and enthusiasts discover the best tools, extensions, and applications to enhance their generative AI experience with GPT models.

mediumtopics#2

Add more specific topics to reinforce its nature as a collection of tools and applications

Why:

CURRENT

awesome, awesome-list, chat-gpt-tool, chatbot, chatgpt, chatgpt-chrome-extension, chatgpt4, chatgptapi, openai, tipschatgpt, usingchatgpt

COPY-PASTE FIX

awesome, awesome-list, chat-gpt-tool, chatbot, chatgpt, chatgpt-chrome-extension, chatgpt4, chatgptapi, openai, tipschatgpt, usingchatgpt, ai-tools, ai-applications, browser-extensions, desktop-applications, generative-ai-resources

lowhomepage#3
Add a homepage URL to complete repository metadata
Why:
COPY-PASTE FIX
```
https://github.com/awesome-gptX/awesome-gpt
```

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 awesome-gptX/awesome-gpt

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Gartner Hype Cycle for Conversational AI

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Gartner Hype Cycle for Conversational AI · recommended 1×
Forrester Wave Reports for Conversational AI Platforms · recommended 1×
AI Multiple · recommended 1×
GitHub · recommended 1×
Kaggle · recommended 1×

CATEGORY QUERY
Where can I find a comprehensive list of tools and applications for an advanced conversational AI?
you: not recommended
AI recommended (in order):
1. Gartner Hype Cycle for Conversational AI
2. Forrester Wave Reports for Conversational AI Platforms
3. AI Multiple
4. GitHub
5. Kaggle
6. Papers With Code
7. Google Cloud AI
8. AWS AI/ML
9. Microsoft Azure AI
10. Rasa
11. Hugging Face
AI recommended 11 alternatives but never named awesome-gptX/awesome-gpt. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are the best browser extensions or desktop applications to enhance my generative AI experience?
you: not recommended
AI recommended (in order):
1. ChatGPT for Google
2. Monica
3. Perplexity AI
4. WebChatGPT
5. Merlin
6. Obsidian
7. Automatic1111
8. InvokeAI
9. ComfyUI
10. LM Studio
11. ElevenLabs
12. Midjourney
AI recommended 12 alternatives but never named awesome-gptX/awesome-gpt. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
warn
Suggestion:
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 awesome-gptX/awesome-gpt?
pass
AI did not name awesome-gptX/awesome-gpt — 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 awesome-gptX/awesome-gpt in production, what risks or prerequisites should they evaluate first?
pass
AI named awesome-gptX/awesome-gpt 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 awesome-gptX/awesome-gpt solve, and who is the primary audience?
pass
AI named awesome-gptX/awesome-gpt explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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MARKDOWN (README)

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HTML

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Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite