RRepoGEO

REPOGEO REPORT · LITE

twwch/DeepDiagram

Default branch main · commit b3739846 · scanned 6/17/2026, 9:06:54 PM

GitHub: 909 stars · 80 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 twwch/DeepDiagram, 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
    ai, visualization, mind-map, flowchart, echarts, natural-language-processing, agentic-ai, diagram-generator, open-source, langgraph
  • highreadme#2
    Reinforce 'natural language to diagram' and differentiate in README opening

    Why:

    CURRENT
    # DeepDiagram AI: Agentic AI Visualization Platform

**DeepDiagram AI** is an open-source, intelligent visualization platform that leverages **Agentic AI** and **multi-agent orchestration** to transform natural language and multimodal inputs into professional diagrams. Unlike traditional tools, DeepDiagram employs a **LangGraph-powered architecture** where specialized agents handle different visualization domains—from interactive mind maps to complex infographics.
    COPY-PASTE FIX
    # DeepDiagram AI: Agentic AI Visualization Platform

**DeepDiagram AI** is an open-source, intelligent visualization platform that leverages **Agentic AI** and **multi-agent orchestration** to transform natural language and multimodal inputs into professional diagrams. **Say goodbye to manual diagramming or complex code-based tools.** DeepDiagram instantly converts your ideas, text, or data into interactive mind maps, flowcharts, and data charts using advanced AI agents. Unlike traditional tools, DeepDiagram employs a **LangGraph-powered architecture** where specialized agents handle different visualization domains—from interactive mind maps to complex infographics.
  • mediumcomparison#3
    Add a dedicated comparison section to the README

    Why:

    COPY-PASTE FIX
    ## Why DeepDiagram AI? (Compared to X, Y, Z)

DeepDiagram AI stands out from traditional diagramming tools and code-based generators:

*   **Vs. Manual Tools (e.g., Whimsical, Miro):** DeepDiagram automates diagram creation from natural language, eliminating tedious drag-and-drop. Focus on your ideas, not the drawing process.
*   **Vs. Code-based Generators (e.g., Mermaid.js, PlantUML):** While powerful, these require specific syntax. DeepDiagram understands plain English, making visualization accessible to everyone without coding.
*   **Vs. Other AI Tools:** Our Agentic AI architecture with specialized agents ensures higher accuracy and domain-specific intelligence for diverse diagram types (mind maps, flowcharts, data charts).

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 twwch/DeepDiagram
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Whimsical
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Whimsical · recommended 2×
  2. mermaid-js/mermaid · recommended 1×
  3. plantuml/plantuml · recommended 1×
  4. graphviz/graphviz · recommended 1×
  5. mingrammer/diagrams · recommended 1×
  • CATEGORY QUERY
    What tools can automatically convert natural language descriptions into visual diagrams?
    you: not recommended
    AI recommended (in order):
    1. Mermaid.js (mermaid-js/mermaid)
    2. PlantUML (plantuml/plantuml)
    3. Graphviz (graphviz/graphviz)
    4. diagrams (mingrammer/diagrams)
    5. Whimsical
    6. ChatGPT
    7. Bard
    8. Draw.io (jgraph/drawio)

    AI recommended 8 alternatives but never named twwch/DeepDiagram. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best AI tools for creating interactive mind maps and flowcharts?
    you: not recommended
    AI recommended (in order):
    1. Miro
    2. Whimsical
    3. ClickUp
    4. Lucidchart
    5. Coggle
    6. MindMeister

    AI recommended 6 alternatives but never named twwch/DeepDiagram. 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 twwch/DeepDiagram?
    pass
    AI named twwch/DeepDiagram explicitly

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

  • If a team adopts twwch/DeepDiagram in production, what risks or prerequisites should they evaluate first?
    pass
    AI named twwch/DeepDiagram 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 twwch/DeepDiagram solve, and who is the primary audience?
    pass
    AI named twwch/DeepDiagram 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
  • Prioritized action items8 vs 3 in Lite