RRepoGEO

REPOGEO REPORT · LITE

microsoft/prompts-for-edu

Default branch main · commit 508567d4 · scanned 5/25/2026, 8:07:05 AM

GitHub: 1,846 stars · 207 forks

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 microsoft/prompts-for-edu, 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
  • highabout#1
    Add a concise repository description

    Why:

    COPY-PASTE FIX
    A curated collection of AI prompts specifically designed for students, educators, and staff in K-12 and higher education to enhance productivity and learning.
  • mediumreadme#2
    Clarify the README's opening sentence for AI

    Why:

    CURRENT
    Welcome to the Prompts for Education repository! Our mission is to transform the way students, educators, and staff in K-12 and higher education institutions interact with generative AI technology like ChatGPT and Bing Chat.
    COPY-PASTE FIX
    Welcome to this curated collection of Prompts for Education! Our mission is to transform the way students, educators, and staff in K-12 and higher education institutions interact with generative AI technology like ChatGPT and Bing Chat.

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 microsoft/prompts-for-edu
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT · recommended 1×
  2. Google Bard · recommended 1×
  3. Grammarly · recommended 1×
  4. Turnitin · recommended 1×
  5. Perplexity AI · recommended 1×
  • CATEGORY QUERY
    How can K-12 teachers and university staff use AI to enhance productivity and learning?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. Google Bard
    3. Grammarly
    4. Turnitin
    5. Perplexity AI
    6. Canva
    7. Otter.ai

    AI recommended 7 alternatives but never named microsoft/prompts-for-edu. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find effective AI prompts for educational purposes and academic tasks?
    you: not recommended
    AI recommended (in order):
    1. Prompt Engineering Guide
    2. Awesome-Prompts
    3. Learn Prompting
    4. ChatGPT Prompt Engineering for Developers
    5. AI for Education
    6. PromptBase
    7. Google Scholar

    AI recommended 7 alternatives but never named microsoft/prompts-for-edu. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 microsoft/prompts-for-edu?
    pass
    AI named microsoft/prompts-for-edu explicitly

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

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

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microsoft/prompts-for-edu — 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