RRepoGEO

REPOGEO REPORT · LITE

antvis/Infographic

Default branch main · commit 69eae2ee · scanned 5/19/2026, 3:31:53 PM

GitHub: 5,081 stars · 380 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
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 antvis/Infographic, 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 emphasize AI generation and declarative infographic framework

    Why:

    CURRENT
    AntV Infographic is AntV's next-generation declarative infographic visualization engine. With a carefully designed infographic syntax, it can quickly and flexibly render high-quality infographics, making information presentation more efficient and data storytelling simpler.
    COPY-PASTE FIX
    AntV Infographic is AntV's next-generation **AI-friendly declarative infographic generation and rendering framework**. With a carefully designed infographic syntax tuned for AI, it enables quick and flexible rendering of high-quality infographics from concise prompts, making information presentation more efficient and data storytelling simpler.
  • mediumreadme#2
    Add a 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## 🆚 Comparison
    
    Unlike general AI content generators (e.g., ChatGPT, Canva, Microsoft Designer), AntV Infographic provides a programmatic framework for developers to build custom, AI-driven infographic solutions. Compared to general declarative visualization libraries (e.g., Vega-Lite, Plotly.js, D3.js), Infographic is specifically optimized for high-quality infographic generation with built-in templates and an AI-tuned syntax.
  • mediumreadme#3
    Add a quick 'AI Generation Example' to the README

    Why:

    COPY-PASTE FIX
    ## 🤖 Quick AI Generation Example
    
    ```javascript
    // Example: Generate an infographic from a simple prompt
    import { generateInfographic } from '@antv/infographic';
    
    const prompt = 'A bar chart showing sales data for Q1 2023: Product A: 120, Product B: 90, Product C: 150.';
    const infographicSpec = await generateInfographic(prompt);
    // Render infographicSpec using Infographic engine
    ```
    
    *(For more advanced AI capabilities and examples, visit our [AI documentation](https://infographic.antv.vision/ai).)*

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 antvis/Infographic
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT · recommended 1×
  2. Google Gemini Advanced · recommended 1×
  3. Microsoft Designer · recommended 1×
  4. Canva · recommended 1×
  5. Beautiful.ai · recommended 1×
  • CATEGORY QUERY
    How to automatically generate data infographics from textual descriptions using an AI tool?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. Google Gemini Advanced
    3. Microsoft Designer
    4. Canva
    5. Beautiful.ai
    6. Tableau
    7. Power BI
    8. Infogram

    AI recommended 8 alternatives but never named antvis/Infographic. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a declarative visualization engine to render high-quality infographics programmatically.
    you: not recommended
    AI recommended (in order):
    1. Vega-Lite
    2. Plotly.js
    3. D3.js
    4. Nivo
    5. ECharts
    6. Observable Plot

    AI recommended 6 alternatives but never named antvis/Infographic. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 antvis/Infographic?
    pass
    AI named antvis/Infographic explicitly

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

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