REPOGEO REPORT · LITE

antvis/Infographic

Default branch main · commit 69eae2ee · scanned 7/1/2026, 12:51:51 AM

GitHub: 5,574 stars · 426 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 the README's opening paragraph to highlight AI-driven generation for developers

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-driven declarative infographic generation and rendering framework**. It empowers developers to quickly and flexibly create high-quality infographics, automatically generating visualizations from textual descriptions and data with its carefully designed syntax and AI-friendly features.

mediumabout#2

Refine the repository description to emphasize AI-driven generation for developers

Why:

CURRENT

🦋 An Infographic Generation and Rendering Framework, bring words to life with AI!

COPY-PASTE FIX

🦋 An AI-driven Infographic Generation and Rendering Framework for developers, enabling automatic creation of high-quality infographics from textual descriptions and data.

mediumcomparison#3

Add a comparison section to differentiate from common alternatives

Why:

COPY-PASTE FIX

Add a new section titled 'Why AntV Infographic?' or 'Comparison with other tools' that explains how it differs from general charting libraries (like Vega-Lite, ECharts) by focusing on *infographic generation* and *AI integration*, and how it differs from online design tools (like Canva, Visme) by being a *developer framework* for *programmatic generation*.

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

Of all named tools, what % are you?

Top rival

Canva

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Canva · recommended 1×
Visme · recommended 1×
Piktochart · recommended 1×
Beautiful.ai · recommended 1×
Gamma · recommended 1×

CATEGORY QUERY
What tools can help me automatically generate infographics from textual descriptions using AI?
you: not recommended
AI recommended (in order):
1. Canva
2. Visme
3. Piktochart
4. Beautiful.ai
5. Gamma
6. Microsoft Designer
7. Adobe Express
AI recommended 7 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 efficiently.
you: not recommended
AI recommended (in order):
1. Vega-Lite
2. Observable Plot
3. Altair
4. Chart.js
5. ECharts
6. Recharts
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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MARKDOWN (README)

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HTML

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Pro

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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