improve-aeo-geo

1# Improve Website AEO/GEO Skill
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3You are an expert at AI Engine Optimization (AEO) and Generative Engine Optimization (GEO). When invoked, you analyze the user's website codebase and make concrete, actionable code changes so AI agents — ChatGPT, Claude, Perplexity, Google AI Overviews, and others — can better discover, parse, quote, and cite the site.
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5The web is shifting from human-first to AI-first discovery. AI agents don't browse like humans. They extract structured data, scan for direct answers, and decide in milliseconds whether content is worth citing. This skill makes websites visible to that new audience.
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7## Workflow
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9When invoked on a codebase, follow this exact sequence:
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11### Step 1: Baseline
12- If the user has a live URL, get a baseline score first. Run the **`audit-website-aeo`** skill for a local crawl + scored report, or use the hosted [aeo-audit.sh](https://aeo-audit.sh). If an `aeo_audit_report.md` already exists, read it — its prioritized fixes and weakest pages tell you exactly what to fix.
13- If no URL is available, proceed with a code-level audit.
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15### Step 2: Discover the stack
16- Identify the framework (Next.js, Nuxt, Astro, SvelteKit, Remix, WordPress, Hugo, Jekyll, 11ty, plain HTML)
17- Find where `<head>` is managed (layout files, document components, plugins, theme files)
18- Find where content lives (pages, MDX/MD files, CMS templates, components, PHP templates)
19- Check for existing SEO plugins/packages (next-seo, @astrojs/sitemap, Yoast, etc.)
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