RRepoGEO

REPOGEO REPORT · LITE

xianyu110/awesome-chatgpt-project

Default branch main · commit 5ecbff4b · scanned 6/14/2026, 4:47:52 AM

GitHub: 688 stars · 84 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 xianyu110/awesome-chatgpt-project, 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
  • highlicense#1
    Add a standard open-source license file

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a LICENSE file in the repository root with the text of the MIT License.
  • highabout#2
    Reposition the repository description to clearly state its value

    Why:

    CURRENT
    1.chatGPT注册 2.chatGPT成品项目整理 3.高效使用chatGPT的小技巧 ↓演示网站
    COPY-PASTE FIX
    A curated, continuously updated awesome list of open-source projects built with ChatGPT and other LLMs, alongside essential resources for development and usage tips.
  • mediumtopics#3
    Expand repository topics for better categorization

    Why:

    CURRENT
    chatbots, chatgpt, chatgpt-api, wechat, weixin
    COPY-PASTE FIX
    chatbots, chatgpt, chatgpt-api, wechat, weixin, awesome-list, awesome-chatgpt, llm-projects, ai-resources, generative-ai

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 xianyu110/awesome-chatgpt-project
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI Cookbook
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI Cookbook · recommended 2×
  2. GitHub · recommended 1×
  3. Hugging Face Spaces · recommended 1×
  4. Product Hunt · recommended 1×
  5. Reddit · recommended 1×
  • CATEGORY QUERY
    Where can I find existing projects built with ChatGPT for inspiration?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Cookbook
    2. GitHub
    3. Hugging Face Spaces
    4. Product Hunt
    5. Reddit
    6. YouTube

    AI recommended 6 alternatives but never named xianyu110/awesome-chatgpt-project. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a curated collection of useful tools and resources for ChatGPT API development.
    you: not recommended
    AI recommended (in order):
    1. OpenAI Python Library
    2. LangChain
    3. LlamaIndex
    4. OpenAI Cookbook
    5. Postman
    6. Insomnia
    7. Vercel AI SDK
    8. LiteLLM

    AI recommended 8 alternatives but never named xianyu110/awesome-chatgpt-project. 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 xianyu110/awesome-chatgpt-project?
    pass
    AI named xianyu110/awesome-chatgpt-project explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts xianyu110/awesome-chatgpt-project in production, what risks or prerequisites should they evaluate first?
    pass
    AI named xianyu110/awesome-chatgpt-project 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 xianyu110/awesome-chatgpt-project solve, and who is the primary audience?
    pass
    AI did not name xianyu110/awesome-chatgpt-project — 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 xianyu110/awesome-chatgpt-project. 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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xianyu110/awesome-chatgpt-project — 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