REPOGEO REPORT · LITE
antvis/Infographic
Default branch main · commit 69eae2ee · scanned 5/19/2026, 3:31:53 PM
GitHub: 5,081 stars · 380 forks
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.
2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).
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.
- highreadme#1Reposition README opening to emphasize AI generation and declarative infographic framework
Why:
CURRENTAntV 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 FIXAntV 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#2Add 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#3Add 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.
- ChatGPT · recommended 1×
- Google Gemini Advanced · recommended 1×
- Microsoft Designer · recommended 1×
- Canva · recommended 1×
- Beautiful.ai · recommended 1×
- CATEGORY QUERYHow to automatically generate data infographics from textual descriptions using an AI tool?you: not recommendedAI recommended (in order):
- ChatGPT
- Google Gemini Advanced
- Microsoft Designer
- Canva
- Beautiful.ai
- Tableau
- Power BI
- Infogram
AI recommended 8 alternatives but never named antvis/Infographic. This is the gap to close.
Show full AI answer
- CATEGORY QUERYLooking for a declarative visualization engine to render high-quality infographics programmatically.you: not recommendedAI recommended (in order):
- Vega-Lite
- Plotly.js
- D3.js
- Nivo
- ECharts
- 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 completenesspass
- README presencepass
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?passAI 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?passAI 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?passAI named antvis/Infographic explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
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antvis/Infographic — 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