RRepoGEO

REPOGEO REPORT · LITE

mallahyari/system-design-visualizer

Default branch main · commit bbd787d6 · scanned 6/14/2026, 9:18:10 AM

GitHub: 585 stars · 77 forks

AI VISIBILITY SCORE
22 /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
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 mallahyari/system-design-visualizer, 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 clarify AI-powered image-to-Mermaid-to-React-Flow pipeline

    Why:

    CURRENT
    An interactive tool that transforms static system design diagrams into explorable, interactive visualizations using AI.
    COPY-PASTE FIX
    Transform static system design images into interactive, explorable visualizations. This AI-powered tool converts your diagrams into editable Mermaid.js code, then renders them as dynamic React Flow graphs.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the root of the repository with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumtopics#3
    Add more specific topics to improve categorization

    Why:

    CURRENT
    mermaid-diagrams, system-design, visualizer
    COPY-PASTE FIX
    ai-powered, image-to-mermaid, interactive-diagrams, react-flow, system-design-tool, system-architecture

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 mallahyari/system-design-visualizer
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
jgraph/drawio
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. jgraph/drawio · recommended 1×
  2. Lucidchart · recommended 1×
  3. Miro · recommended 1×
  4. plantuml/plantuml · recommended 1×
  5. mermaid-js/mermaid · recommended 1×
  • CATEGORY QUERY
    How can I convert static system architecture diagrams into interactive, explorable visualizations?
    you: not recommended
    AI recommended (in order):
    1. draw.io (now diagrams.net) (jgraph/drawio)
    2. Lucidchart
    3. Miro
    4. PlantUML (plantuml/plantuml)
    5. Mermaid.js (mermaid-js/mermaid)
    6. Graphviz (graphviz/graphviz)
    7. yEd Graph Editor

    AI recommended 7 alternatives but never named mallahyari/system-design-visualizer. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools can transform system design images into editable, interactive Mermaid diagrams with AI?
    you: not recommended
    AI recommended (in order):
    1. Mermaid Chart AI
    2. Diagrams.net
    3. ChatGPT Plus
    4. Google Cloud Vertex AI Vision
    5. Microsoft Azure AI Vision

    AI recommended 5 alternatives but never named mallahyari/system-design-visualizer. 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 mallahyari/system-design-visualizer?
    pass
    AI did not name mallahyari/system-design-visualizer — 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 mallahyari/system-design-visualizer in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mallahyari/system-design-visualizer 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 mallahyari/system-design-visualizer solve, and who is the primary audience?
    pass
    AI did not name mallahyari/system-design-visualizer — 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

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  • Brand-free category queries5 vs 2 in Lite
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