RRepoGEO

REPOGEO REPORT · LITE

cacheflowe/creative-coding-notes

Default branch master · commit ddd3bfea · scanned 6/9/2026, 7:02:44 PM

GitHub: 638 stars · 41 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
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 cacheflowe/creative-coding-notes, 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
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    creative-coding, generative-art, graphics-programming, learning-resources, notes, tutorials, multimedia, vj-tools, digital-art
  • highreadme#2
    Clarify the repository's purpose in the README's opening

    Why:

    COPY-PASTE FIX
    Add this sentence immediately after the `# Creative Coding Notes` heading: "This repository is a curated collection of notes, links, and resources covering the history, concepts, environments, and tools within the field of creative coding, maintained by Anthony Howell (Cacheflowe)."
  • mediumlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the text of the MIT License.

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 cacheflowe/creative-coding-notes
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
The Coding Train
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. The Coding Train · recommended 1×
  2. p5.js · recommended 1×
  3. Processing · recommended 1×
  4. Creative Coding Field Guide · recommended 1×
  5. openFrameworks · recommended 1×
  • CATEGORY QUERY
    Where can I find comprehensive resources and learning materials for creative coding?
    you: not recommended
    AI recommended (in order):
    1. The Coding Train
    2. p5.js
    3. Processing
    4. Creative Coding Field Guide
    5. openFrameworks
    6. ShaderToy
    7. Kadenze

    AI recommended 7 alternatives but never named cacheflowe/creative-coding-notes. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best environments and libraries for starting creative coding projects?
    you: not recommended
    AI recommended (in order):
    1. p5.js (processing/p5.js)
    2. Processing (processing/processing)
    3. openFrameworks (openframeworks/openFrameworks)
    4. TouchDesigner
    5. Unity
    6. Three.js (mrdoob/three.js)
    7. Cinder (cinder/Cinder)

    AI recommended 7 alternatives but never named cacheflowe/creative-coding-notes. 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 cacheflowe/creative-coding-notes?
    pass
    AI named cacheflowe/creative-coding-notes explicitly

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

  • If a team adopts cacheflowe/creative-coding-notes in production, what risks or prerequisites should they evaluate first?
    pass
    AI named cacheflowe/creative-coding-notes 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 cacheflowe/creative-coding-notes solve, and who is the primary audience?
    pass
    AI did not name cacheflowe/creative-coding-notes — 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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cacheflowe/creative-coding-notes — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite