REPOGEO REPORT · LITE

xuwenhao/geektime-ai-course

Default branch main · commit 6825e05d · scanned 6/1/2026, 2:42:48 AM

GitHub: 824 stars · 295 forks

AI VISIBILITY SCORE

22 /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

1 / 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 xuwenhao/geektime-ai-course, 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 paragraph to clearly state course purpose

Why:

CURRENT

# Geektime AI Course

COPY-PASTE FIX

# Geektime AI Course: Official Jupyter Notebooks for Practical AI with OpenAI API (Chinese)

This repository contains the official Jupyter Notebooks and code examples for the Geektime AI Course, designed for hands-on training in building AI applications. It focuses on practical implementation using current OpenAI API interfaces, with all explanations and materials primarily in Chinese.

hightopics#2

Add relevant topics to improve categorization

Why:

COPY-PASTE FIX

ai, machine-learning, deep-learning, jupyter-notebooks, openai, large-language-models, llm, course, education, chinese

mediumhomepage#3
Add a homepage link to the official course page
Why:
COPY-PASTE FIX
```
https://[YOUR_GEEKTIME_COURSE_URL_HERE]
```

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 xuwenhao/geektime-ai-course

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Coursera

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Coursera · recommended 1×
DeepLearning.AI Specializations · recommended 1×
Deep Learning Specialization · recommended 1×
TensorFlow · recommended 1×
Keras · recommended 1×

CATEGORY QUERY
Where can I find a comprehensive AI course with practical examples in Jupyter Notebooks?
you: not recommended
AI recommended (in order):
1. Coursera
2. DeepLearning.AI Specializations
3. Deep Learning Specialization
4. TensorFlow
5. Keras
6. Generative AI with Large Language Models
7. Machine Learning Engineering for Production (MLOps)
8. fast.ai
9. fastai library
10. PyTorch
11. Udemy
12. Machine Learning A-Z™: AI, Python & R + ChatGPT Bonus
13. scikit-learn
14. edX
15. Microsoft Professional Program in AI
16. Azure Machine Learning
17. DataCamp
18. Deep Learning in Python
19. Machine Learning Scientist with Python
20. Kaggle Learn
21. Intro to Machine Learning
22. Intermediate Machine Learning
23. Deep Learning
24. Computer Vision
AI recommended 24 alternatives but never named xuwenhao/geektime-ai-course. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What resources offer hands-on training for building AI applications with current API interfaces?
you: not recommended
AI recommended (in order):
1. DeepLearning.AI's Generative AI with Large Language Models Specialization
2. OpenAI API Documentation and Cookbook
3. Google Cloud Skills Boost
4. Hugging Face Transformers Library (huggingface/transformers)
5. LangChain (langchain-ai/langchain)
6. Anthropic API Documentation
AI recommended 6 alternatives but never named xuwenhao/geektime-ai-course. 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 xuwenhao/geektime-ai-course?
pass
AI did not name xuwenhao/geektime-ai-course — 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 xuwenhao/geektime-ai-course in production, what risks or prerequisites should they evaluate first?
pass
AI named xuwenhao/geektime-ai-course 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 xuwenhao/geektime-ai-course solve, and who is the primary audience?
pass
AI did not name xuwenhao/geektime-ai-course — 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 xuwenhao/geektime-ai-course. 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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HTML

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xuwenhao/geektime-ai-course — 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