RRepoGEO

REPOGEO REPORT · LITE

thinkingjimmy/Learning-Prompt

Default branch main · commit b048da25 · scanned 5/18/2026, 9:34:26 AM

GitHub: 5,317 stars · 401 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 thinkingjimmy/Learning-Prompt, 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
  • hightopics#1
    Refine repository topics for better categorization

    Why:

    CURRENT
    prompt, prompt-engineering, prompt-toolkit
    COPY-PASTE FIX
    prompt, prompt-engineering, online-course, chatgpt-tutorial, midjourney-tutorial, llm-course
  • mediumreadme#2
    Strengthen README H1 to explicitly state 'online course'

    Why:

    CURRENT
    <h1>👋 Welcome to Learning Prompt</h1>
    COPY-PASTE FIX
    <h1>Learning Prompt: Free Online Prompt Engineering Course</h1>
  • lowreadme#3
    Add a line to README clarifying the repository's license

    Why:

    COPY-PASTE FIX
    This project is licensed under the terms found in the [LICENSE](LICENSE) file.

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 thinkingjimmy/Learning-Prompt
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Learn Prompting
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Learn Prompting · recommended 2×
  2. ChatGPT Prompt Engineering for Developers · recommended 1×
  3. Introduction to Generative AI · recommended 1×
  4. Prompt Engineering for Generative AI · recommended 1×
  5. Prompt Engineering for AI · recommended 1×
  • CATEGORY QUERY
    Where can I find a free online course to learn prompt engineering effectively?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT Prompt Engineering for Developers
    2. Introduction to Generative AI
    3. Prompt Engineering for Generative AI
    4. Prompt Engineering for AI
    5. Learn Prompting

    AI recommended 5 alternatives but never named thinkingjimmy/Learning-Prompt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking comprehensive tutorials for mastering prompt writing for generative AI and LLM applications.
    you: not recommended
    AI recommended (in order):
    1. OpenAI's Prompt Engineering Guide
    2. DeepLearning.AI's "Prompt Engineering for Developers" Course
    3. Google's "Introduction to Generative AI" Course
    4. Learn Prompting
    5. Anthropic's "Prompt Engineering" Documentation
    6. The Art of Prompt Engineering
    7. Microsoft's "Azure OpenAI Service documentation - Prompt engineering techniques"

    AI recommended 7 alternatives but never named thinkingjimmy/Learning-Prompt. 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 thinkingjimmy/Learning-Prompt?
    pass
    AI named thinkingjimmy/Learning-Prompt explicitly

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

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

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thinkingjimmy/Learning-Prompt — 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