RRepoGEO

REPOGEO REPORT · LITE

cyxzdev/Uncodixfy

Default branch main · commit e0e02805 · scanned 5/10/2026, 6:22:34 AM

GitHub: 2,405 stars · 165 forks

AI VISIBILITY SCORE
35 /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
3 / 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 cyxzdev/Uncodixfy, 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 the README's opening to clearly state its purpose

    Why:

    CURRENT
    # Uncodixify

<p align="center">
  
</p>

GPT is surprisingly bad at UI design.
    COPY-PASTE FIX
    # Uncodixfy: A Prompt Engineering Ruleset for Better AI-Generated UI

<p align="center">
  
</p>

Uncodixfy is a prompt engineering ruleset designed to guide AI models, specifically GPT, in generating higher-quality, less clichéd user interfaces. GPT is surprisingly bad at UI design.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-ui-design, prompt-engineering, gpt-ui, user-interface, ai-design-guidelines, generative-ai, ui-design, design-patterns
  • mediumhomepage#3
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    https://github.com/cyxzdev/Uncodixfy/blob/main/uncodixify.md

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 cyxzdev/Uncodixfy
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Figma
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Figma · recommended 1×
  2. Adobe XD · recommended 1×
  3. Sketch · recommended 1×
  4. Magician for Figma · recommended 1×
  5. Genius by Uizard · recommended 1×
  • CATEGORY QUERY
    How to improve the quality of user interfaces designed by AI models?
    you: not recommended
    AI recommended (in order):
    1. Figma
    2. Adobe XD
    3. Sketch
    4. Magician for Figma
    5. Genius by Uizard
    6. Anima
    7. Uizard
    8. Microsoft Power Apps
    9. Google AppSheet
    10. pix2code (Tony607/pix2code)
    11. LayoutGAN (google-research/layoutgan)
    12. UserTesting
    13. Lookback
    14. Maze
    15. Axe by Deque
    16. Lighthouse
    17. Stark

    AI recommended 17 alternatives but never named cyxzdev/Uncodixfy. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Strategies to prevent AI from generating repetitive or clichéd user interface designs?
    you: not recommended
    AI recommended (in order):
    1. Labelbox
    2. SuperAnnotate
    3. Behance
    4. Dribbble
    5. TensorFlow (tensorflow/tensorflow)
    6. PyTorch (pytorch/pytorch)
    7. NVIDIA StyleGAN (NVlabs/stylegan)
    8. OpenAI Gym (openai/gym)
    9. Ray RLlib (ray-project/ray)
    10. Faker (joke2k/faker)
    11. Amazon Mechanical Turk
    12. Figure Eight (Appen)

    AI recommended 12 alternatives but never named cyxzdev/Uncodixfy. 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 cyxzdev/Uncodixfy?
    pass
    AI named cyxzdev/Uncodixfy explicitly

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

  • If a team adopts cyxzdev/Uncodixfy in production, what risks or prerequisites should they evaluate first?
    pass
    AI named cyxzdev/Uncodixfy 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 cyxzdev/Uncodixfy solve, and who is the primary audience?
    pass
    AI named cyxzdev/Uncodixfy explicitly

    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 cyxzdev/Uncodixfy. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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cyxzdev/Uncodixfy — 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