RRepoGEO

REPOGEO REPORT · LITE

Xtremilicious/projectlearn-project-based-learning

Default branch master · commit 5f5f694e · scanned 5/23/2026, 4:17:44 AM

GitHub: 5,880 stars · 522 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
27 /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
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 Xtremilicious/projectlearn-project-based-learning, 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 opening to highlight external, curated tutorials

    Why:

    CURRENT
    Tutorials are great, but building projects is the best way to learn. Do project based learning and learn code the right way! ProjectLearn provides a curated list of project tutorials in which learners build an application from scratch.
    COPY-PASTE FIX
    ProjectLearn is a curated list of **external, guided project tutorials** where you build applications from scratch. We link to the best project-based learning resources across web, mobile, game development, and AI, helping you learn code the right way by doing.
  • mediumtopics#2
    Add topics that describe the repo's nature as a curated list

    Why:

    CURRENT
    artificial-intelligence, flutter, game-development, learning-by-doing, machine-learning, mobile-development, project-based-learning, projects, python, react, scikit-learn, tensorflow, tutorials, unity, vue, web-development
    COPY-PASTE FIX
    artificial-intelligence, flutter, game-development, learning-by-doing, machine-learning, mobile-development, project-based-learning, projects, python, react, scikit-learn, tensorflow, tutorials, unity, vue, web-development, curated-list, learning-resources, project-tutorials, resource-collection
  • lowreadme#3
    Explicitly mention the homepage URL in the README's introductory text

    Why:

    COPY-PASTE FIX
    ProjectLearn is a curated list of **external, guided project tutorials** where you build applications from scratch. We link to the best project-based learning resources across web, mobile, game development, and AI, helping you learn code the right way by doing. Explore the full collection and more at [projectlearn.io](https://projectlearn.io).

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 Xtremilicious/projectlearn-project-based-learning
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
freeCodeCamp/freeCodeCamp
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. freeCodeCamp/freeCodeCamp · recommended 1×
  2. TheOdinProject/curriculum · recommended 1×
  3. Codecademy · recommended 1×
  4. Udemy · recommended 1×
  5. Coursera · recommended 1×
  • CATEGORY QUERY
    Where can I find structured project tutorials to learn programming concepts through building?
    you: not recommended
    AI recommended (in order):
    1. freeCodeCamp (freeCodeCamp/freeCodeCamp)
    2. The Odin Project (TheOdinProject/curriculum)
    3. Codecademy
    4. Udemy
    5. Coursera
    6. Frontend Mentor (frontendmentor/frontendmentor)
    7. Exercism (exercism/exercism)

    AI recommended 7 alternatives but never named Xtremilicious/projectlearn-project-based-learning. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking practical project guides for mastering web, mobile, or artificial intelligence development.
    you: not recommended
    AI recommended (in order):
    1. The Odin Project
    2. FreeCodeCamp
    3. Traversy Media
    4. Udemy Courses
    5. Next.js
    6. Flutter
    7. Android Developers
    8. Hacking with Swift
    9. React Native Express
    10. The Net Ninja
    11. TensorFlow
    12. PyTorch
    13. Kaggle
    14. fast.ai
    15. Scikit-learn
    16. Google AI Platform
    17. Vertex AI
    18. Cloud Vision API
    19. Natural Language API

    AI recommended 19 alternatives but never named Xtremilicious/projectlearn-project-based-learning. 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 Xtremilicious/projectlearn-project-based-learning?
    pass
    AI did not name Xtremilicious/projectlearn-project-based-learning — 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 Xtremilicious/projectlearn-project-based-learning in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Xtremilicious/projectlearn-project-based-learning 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 Xtremilicious/projectlearn-project-based-learning solve, and who is the primary audience?
    pass
    AI did not name Xtremilicious/projectlearn-project-based-learning — 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 Xtremilicious/projectlearn-project-based-learning. 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/Xtremilicious/projectlearn-project-based-learning.svg)](https://repogeo.com/en/r/Xtremilicious/projectlearn-project-based-learning)
HTML
<a href="https://repogeo.com/en/r/Xtremilicious/projectlearn-project-based-learning"><img src="https://repogeo.com/badge/Xtremilicious/projectlearn-project-based-learning.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

Xtremilicious/projectlearn-project-based-learning — 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