RRepoGEO

REPOGEO REPORT · LITE

unslop-xyz/noodles

Default branch main · commit a1012996 · scanned 5/27/2026, 7:39:03 AM

GitHub: 1,275 stars · 166 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 unslop-xyz/noodles, 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 explicitly state the tool's category

    Why:

    CURRENT
    Your codebase was probably AI-generated. Get a better handle on it. Noodles creates interactive diagrams that visualize how your code actually works, so you can understand what the AI built without reading every line.
    COPY-PASTE FIX
    Noodles is an interactive code visualization and analysis tool designed to help you understand complex codebases, especially those that are AI-generated, by creating interactive diagrams of how your code actually works.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    code-visualization, code-analysis, call-graph, ast, tree-sitter, mermaid, ai-code, code-understanding, interactive-diagrams
  • mediumhomepage#3
    Add the official hosted version URL as the repository homepage

    Why:

    COPY-PASTE FIX
    https://unslop.xyz

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 unslop-xyz/noodles
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Understand
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Understand · recommended 2×
  2. CodeSee Maps · recommended 2×
  3. Graphviz · recommended 2×
  4. Sourcetrail · recommended 1×
  5. Doxygen · recommended 1×
  • CATEGORY QUERY
    How can I quickly visualize code structure and function calls in a large codebase?
    you: not recommended
    AI recommended (in order):
    1. Understand
    2. Sourcetrail
    3. CodeSee Maps
    4. Graphviz
    5. Doxygen
    6. Klocwork
    7. Lattix Architect

    AI recommended 7 alternatives but never named unslop-xyz/noodles. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to generate interactive diagrams of code logic and dependencies for better understanding?
    you: not recommended
    AI recommended (in order):
    1. Mermaid.js
    2. PlantUML
    3. Graphviz
    4. D3.js
    5. Cytoscape.js
    6. CodeSee Maps
    7. Understand
    8. Sourcegraph

    AI recommended 8 alternatives but never named unslop-xyz/noodles. 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 unslop-xyz/noodles?
    pass
    AI named unslop-xyz/noodles explicitly

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

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

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

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  • Brand-free category queries5 vs 2 in Lite
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