RRepoGEO

REPOGEO REPORT · LITE

liujuntao123/smart-mermaid

Default branch main · commit a527ea33 · scanned 6/30/2026, 4:27:52 PM

GitHub: 1,150 stars · 136 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 liujuntao123/smart-mermaid, 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 improve categorization

    Why:

    COPY-PASTE FIX
    ["ai", "mermaid", "diagram-generator", "text-to-diagram", "web-application", "llm", "visualization", "excalidraw", "nextjs"]
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root. Consider a permissive open-source license like MIT or Apache-2.0 to clearly define usage rights.
  • mediumreadme#3
    Strengthen README's opening to emphasize dedicated AI application

    Why:

    CURRENT
    Smart Mermaid 是一个将自然语言文本转换为 Mermaid 代码并渲染为图表的 Web 应用。支持常见 Mermaid 图表类型（如流程图、序列图、甘特图、状态图等），提供标准渲染与手绘风渲染两种模式，并内置代码修复与优化能力。
    COPY-PASTE FIX
    Smart Mermaid 是一个**专为将自然语言文本智能转换为 Mermaid 代码并渲染为可视化图表而设计的 AI 驱动型 Web 应用程序**。它不仅支持流程图、序列图、甘特图、状态图等多种常见 Mermaid 图表类型，还提供标准与手绘风双渲染模式，并内置强大的代码修复与优化能力，**区别于通用型AI或传统绘图工具，提供更聚焦、更高效的图表生成体验**。

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 liujuntao123/smart-mermaid
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Mermaid Chart
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Mermaid Chart · recommended 1×
  2. ChatGPT · recommended 1×
  3. GPT-4 · recommended 1×
  4. Claude · recommended 1×
  5. Gemini · recommended 1×
  • CATEGORY QUERY
    What's a good tool to convert natural language descriptions into Mermaid diagrams?
    you: not recommended
    AI recommended (in order):
    1. Mermaid Chart
    2. ChatGPT
    3. GPT-4
    4. Claude
    5. Gemini
    6. Mermaid CLI
    7. VS Code
    8. Mermaid Preview
    9. GitHub Copilot
    10. CodeGPT

    AI recommended 10 alternatives but never named liujuntao123/smart-mermaid. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI assistant to generate and optimize diagrams from text input.
    you: not recommended
    AI recommended (in order):
    1. Mermaid Chart (mermaid-js/mermaid)
    2. Diagrams.net (jgraph/drawio)
    3. Whimsical
    4. Microsoft Visio
    5. Lucidchart
    6. PlantUML (plantuml/plantuml)

    AI recommended 6 alternatives but never named liujuntao123/smart-mermaid. 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 liujuntao123/smart-mermaid?
    pass
    AI named liujuntao123/smart-mermaid explicitly

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

  • If a team adopts liujuntao123/smart-mermaid in production, what risks or prerequisites should they evaluate first?
    pass
    AI named liujuntao123/smart-mermaid 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 liujuntao123/smart-mermaid solve, and who is the primary audience?
    pass
    AI named liujuntao123/smart-mermaid explicitly

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

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liujuntao123/smart-mermaid — 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