RRepoGEO

REPOGEO REPORT · LITE

henrythe9th/AI-Crash-Course

Default branch main · commit 6f53c9d0 · scanned 5/21/2026, 2:28:00 PM

GitHub: 6,081 stars · 874 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
15 /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
0 / 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 henrythe9th/AI-Crash-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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Enhance README's initial value proposition statement

    Why:

    CURRENT
    AI Crash Course to help busy builders catch up to the public frontier of AI research in 2 weeks
    
    **Intro:** I’m Henry Shi and I started Super.com in 2016 and grew it to $150MM+ in annual revenues and recently exited. As a traditional software founder, I needed to quickly catch up to the frontier of AI research to figure out where the next opportunities and gaps were. I compiled a list of resources that were essential for me and should get you caught up within 2 weeks.
    COPY-PASTE FIX
    AI Crash Course to help busy builders catch up to the public frontier of AI research in 2 weeks
    
    This repository is your accelerated path to understanding modern AI. Designed for busy builders and traditional software founders, it curates essential resources and foundational papers to get you up to speed in just two weeks.
    
    **Intro:** I’m Henry Shi and I started Super.com in 2016 and grew it to $150MM+ in annual revenues and recently exited. As a traditional software founder, I needed to quickly catch up to the frontier of AI research to figure out where the next opportunities and gaps were. I compiled a list of resources that were essential for me and should get you caught up within 2 weeks.
  • mediumreadme#2
    Add a brief FAQ section to the README

    Why:

    COPY-PASTE FIX
    ## FAQ
    
    **Q: Who is this crash course for?**
    A: It's designed for busy builders and traditional software founders who need to quickly catch up on the public frontier of AI research.
    
    **Q: Is this repository for production use?**
    A: No, this is an educational resource intended to provide a foundational understanding of AI research, not for direct adoption in a production environment.
    
    **Q: How long does it take to complete?**
    A: The course is structured to get you up to speed within 2 weeks.

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 henrythe9th/AI-Crash-Course
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AI Explained
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. AI Explained · recommended 1×
  2. The Batch · recommended 1×
  3. Two Minute Papers · recommended 1×
  4. Hugging Face Blog · recommended 1×
  5. Papers With Code · recommended 1×
  • CATEGORY QUERY
    What's a fast way for busy developers to understand current AI research trends?
    you: not recommended
    AI recommended (in order):
    1. AI Explained
    2. The Batch
    3. Two Minute Papers
    4. Hugging Face Blog
    5. Papers With Code
    6. MIT Technology Review

    AI recommended 6 alternatives but never named henrythe9th/AI-Crash-Course. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find a curated list of essential papers to grasp modern AI and LLMs?
    you: not recommended
    AI recommended (in order):
    1. Awesome-LLM (Hannibal046/Awesome-LLM)
    2. The Annotated Transformer (harvard-nlp/annotated-transformer)
    3. Papers with Code
    4. Deep Learning Specialization

    AI recommended 4 alternatives but never named henrythe9th/AI-Crash-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 henrythe9th/AI-Crash-Course?
    pass
    AI did not name henrythe9th/AI-Crash-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 henrythe9th/AI-Crash-Course in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name henrythe9th/AI-Crash-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?

  • In one sentence, what problem does the repo henrythe9th/AI-Crash-Course solve, and who is the primary audience?
    pass
    AI did not name henrythe9th/AI-Crash-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 henrythe9th/AI-Crash-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.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/henrythe9th/AI-Crash-Course.svg)](https://repogeo.com/en/r/henrythe9th/AI-Crash-Course)
HTML
<a href="https://repogeo.com/en/r/henrythe9th/AI-Crash-Course"><img src="https://repogeo.com/badge/henrythe9th/AI-Crash-Course.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

henrythe9th/AI-Crash-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