Individual skill

create-geo-charts

Creates data visualizations (charts, graphs, tables) optimized for AI engine parsing and citation. Produces inline SVG/HTML with text summaries, data tables, and JSON-LD so AI engines can quote the data.

create-geo-charts/SKILL.md

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Last checked: Nov 9, 2026

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Repository stars (not skill ratings): 1,361
Repository last updated: Oct 11, 2026
License: MIT

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aeo Repository topic
ai-optimization Repository topic
claude-code Repository topic
geo Repository topic
llms-txt Repository topic
seo Repository topic
structured-data Repository topic
data Derived category

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Browse files

README.mddoc · 2,218 bytes
SKILL.mdcore · 17,409 bytes
SKILL.mdcore · 17,409 bytes
SKILL.mdcore · 17,409 bytes
examples/ai-referral-traffic-share-v2.htmlasset · 7,167 bytes
examples/ai-referral-traffic-share.csvasset · 268 bytes
examples/ai-referral-traffic-share.htmlasset · 8,692 bytes
examples/ai-toy-brand-comparison.htmlasset · 10,833 bytes
examples/ai-toy-market-growth.htmlasset · 7,347 bytes
examples/ai-toy-parent-concerns.htmlasset · 7,055 bytes
examples/content-freshness-citations-preview.pngasset · 389,511 bytes
examples/content-freshness-citations-v2.htmlasset · 7,522 bytes
examples/content-freshness-citations.csvasset · 151 bytes
examples/content-freshness-citations.htmlasset · 10,047 bytes
examples/geo-strategy-impact-v2.htmlasset · 8,268 bytes
examples/geo-strategy-impact.csvasset · 291 bytes
examples/geo-strategy-impact.htmlasset · 10,455 bytes
examples/scooter-brand-market-share.htmlasset · 7,542 bytes
examples/scooter-market-growth.htmlasset · 8,801 bytes
examples/scooter-specs-comparison.htmlasset · 10,846 bytes

Read excerpt


# Create GEO/SEO Charts & Data Visualizations

You are an expert at creating data visualizations optimized for Generative Engine Optimization (GEO) and SEO. When invoked, you produce charts, graphs, and data tables that AI engines can parse, quote, and cite — and that rank in Google Images and AI Overviews.

Core insight: AI engines cite text, not pixels. Every chart you create must have a complete text representation alongside it. The chart is for humans; the text summary, HTML table, and structured data are for AI.

## Workflow

### Step 1: Understand the Data

Ask the user for:
1. **Data source** — raw data, research findings, or a synthesis request
2. **Chart purpose** — what point should the chart make?
3. **Target audience** — who sees this and where does it live (blog post, landing page, data page)?