RRepoGEO

REPOGEO REPORT · LITE

liujuntao123/smart-mermaid

Default branch main · commit a527ea33 · scanned 5/19/2026, 8:27:43 AM

GitHub: 1,140 stars · 137 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 specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai, mermaid, diagram-generator, text-to-diagram, web-application, nextjs, llm, excalidraw, natural-language-processing
  • highlicense#2
    Add a standard open-source LICENSE file

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root containing the text of the MIT License.
  • mediumreadme#3
    Emphasize AI-powered web application nature in README's first sentence

    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。
    COPY-PASTE FIX
    Smart Mermaid 是一款基于 AI 技术的 Web 应用程序，可将文本内容智能转换为 Mermaid 格式的代码，并将其渲染成可视化图表。

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-js/mermaid
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. mermaid-js/mermaid · recommended 1×
  2. plantuml/plantuml · recommended 1×
  3. graphviz/graphviz · recommended 1×
  4. ChatGPT/GPT-4 · recommended 1×
  5. jgraph/drawio · recommended 1×
  • CATEGORY QUERY
    How to automatically generate diagram code from natural language descriptions?
    you: not recommended
    AI recommended (in order):
    1. Mermaid (mermaid-js/mermaid)
    2. PlantUML (plantuml/plantuml)
    3. Graphviz (graphviz/graphviz)
    4. ChatGPT/GPT-4
    5. Diagrams.net (jgraph/drawio)

    AI recommended 5 alternatives but never named liujuntao123/smart-mermaid. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools can assist with Mermaid diagram creation, offering different rendering styles?
    you: not recommended
    AI recommended (in order):
    1. Mermaid Live Editor
    2. VS Code
    3. Markdown Preview Enhanced
    4. Obsidian
    5. Jupyter Notebooks
    6. JupyterLab
    7. Typora
    8. GitLab
    9. GitHub
    10. Confluence

    AI recommended 10 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?

Embed your GEO score

Drop this badge into the README of liujuntao123/smart-mermaid. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/liujuntao123/smart-mermaid.svg)](https://repogeo.com/en/r/liujuntao123/smart-mermaid)
HTML
<a href="https://repogeo.com/en/r/liujuntao123/smart-mermaid"><img src="https://repogeo.com/badge/liujuntao123/smart-mermaid.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

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