RRepoGEO

REPOGEO REPORT · LITE

LingyiChen-AI/DeepDiagram

Default branch main · commit 83cd1a8a · scanned 5/30/2026, 11:02:17 AM

GitHub: 905 stars · 77 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 LingyiChen-AI/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, natural-language-to-diagram, mind-map-generator, flowchart-generator, echarts-generator, agentic-ai, llm-powered, diagram-as-code, text-to-diagram, diagram-automation
  • highreadme#2
    Strengthen README opening to emphasize AI-powered generation from natural language

    Why:

    CURRENT
    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 is an open-source, intelligent visualization platform that instantly transforms your natural language and multimodal inputs into professional diagrams like mind maps, flowcharts, and data charts. Leveraging Agentic AI and multi-agent orchestration, DeepDiagram goes beyond traditional tools by using a LangGraph-powered architecture where specialized agents handle different visualization domains, making complex diagram creation effortless.
  • mediumreadme#3
    Explicitly list Mermaid diagram generation in the Core Features

    Why:

    COPY-PASTE FIX
    Add the following under '## 🚀 Core Features':

### 🧜‍♀️ Mermaid Diagram Agent
Powered by: `Mermaid.js`
Capabilities: Generates various Mermaid diagrams (flowcharts, sequence, gantt, class, state, etc.) directly from natural language descriptions.
Use Cases: Technical documentation, process visualization, system design.
Workflow: Supports real-time preview and export to SVG/PNG.

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 LingyiChen-AI/DeepDiagram
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
mermaid-js/mermaid
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. mermaid-js/mermaid · recommended 1×
  2. plantuml/plantuml · recommended 1×
  3. Whimsical · recommended 1×
  4. jgraph/drawio · recommended 1×
  5. ChatGPT / GPT-4 · recommended 1×
  • CATEGORY QUERY
    How can I generate structured diagrams like mind maps or flowcharts from natural language input?
    you: not recommended
    AI recommended (in order):
    1. Mermaid.js (mermaid-js/mermaid)
    2. PlantUML (plantuml/plantuml)
    3. Whimsical
    4. Diagrams.net (jgraph/drawio)
    5. ChatGPT / GPT-4
    6. MindNode

    AI recommended 6 alternatives but never named LingyiChen-AI/DeepDiagram. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI-powered visualization tools can instantly create various charts from text descriptions?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT Advanced Data Analysis
    2. Microsoft Copilot
    3. Tableau Pulse
    4. Google Looker Studio
    5. Power BI Q&A
    6. Beautiful.ai
    7. ChartGPT

    AI recommended 7 alternatives but never named LingyiChen-AI/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 LingyiChen-AI/DeepDiagram?
    pass
    AI named LingyiChen-AI/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 LingyiChen-AI/DeepDiagram in production, what risks or prerequisites should they evaluate first?
    pass
    AI named LingyiChen-AI/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 LingyiChen-AI/DeepDiagram solve, and who is the primary audience?
    pass
    AI named LingyiChen-AI/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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