RRepoGEO

REPOGEO REPORT · LITE

2Retr0/GodotOceanWaves

Default branch main · commit a171446f · scanned 5/18/2026, 10:13:23 PM

GitHub: 3,029 stars · 169 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
28 /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
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 2Retr0/GodotOceanWaves, 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 H1 to highlight FFT as Gerstner wave alternative

    Why:

    CURRENT
    # GodotOceanWaves An open ocean rendering experiment in the Godot Engine utilizing the inverse Fourier transform of directional ocean-wave spectra for wave generation.
    COPY-PASTE FIX
    # GodotOceanWaves A realistic, FFT-based ocean wave simulation for the Godot Engine, specifically designed to render choppy open ocean surfaces as a superior alternative to Gerstner waves.
  • hightopics#2
    Add more specific topics for better categorization

    Why:

    CURRENT
    godot, godot-engine
    COPY-PASTE FIX
    godot, godot-engine, ocean-simulation, ocean-waves, fft, rendering, real-time
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    [Link to a demo, project page, or live example of the ocean waves]

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 2Retr0/GodotOceanWaves
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Godot Ocean
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Godot Ocean · recommended 1×
  2. Gerstner Waves · recommended 1×
  3. FFT-based Ocean · recommended 1×
  4. Simple Sine Wave Displacement · recommended 1×
  5. Godot's built-in Particles system · recommended 1×
  • CATEGORY QUERY
    How to simulate realistic choppy ocean waves in Godot engine projects?
    you: not recommended
    AI recommended (in order):
    1. Godot Ocean
    2. Gerstner Waves
    3. FFT-based Ocean
    4. Simple Sine Wave Displacement

    AI recommended 4 alternatives but never named 2Retr0/GodotOceanWaves. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good alternatives to Gerstner waves for dynamic ocean simulation in Godot?
    you: not recommended
    AI recommended (in order):
    1. Godot's built-in Particles system
    2. GPUParticles3D
    3. FFT (Fast Fourier Transform)
    4. Tessendorf Waves
    5. Shadertoy
    6. GLSL
    7. Godot's ShaderMaterial
    8. Perlin noise
    9. Simplex noise
    10. Worley noise

    AI recommended 10 alternatives but never named 2Retr0/GodotOceanWaves. 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 2Retr0/GodotOceanWaves?
    pass
    AI did not name 2Retr0/GodotOceanWaves — 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 2Retr0/GodotOceanWaves in production, what risks or prerequisites should they evaluate first?
    pass
    AI named 2Retr0/GodotOceanWaves 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 2Retr0/GodotOceanWaves solve, and who is the primary audience?
    pass
    AI named 2Retr0/GodotOceanWaves explicitly

    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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MARKDOWN (README)
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2Retr0/GodotOceanWaves — 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