Web Optimization

Audit or generate web content optimized for traditional search (SEO), AI generative answer engines like ChatGPT/Perplexity/Google AI Overviews (GEO), and answer engines / featured snippets / voice (AEO). Use when the user asks to improve a page's ranking or AI-citability, run an SEO/GEO/AEO audit of a URL or file, add JSON-LD schema, create an llms.txt, or write new content that is search- and LLM-friendly.

7 stars 2 forksWriting & Content

Install

skills CLI (Claude Code, Cursor, Codex and more)
npx skills add staksoft/geo-seo-aeo-skill --skill web-optimization
Manual install
git clone --depth 1 https://github.com/staksoft/geo-seo-aeo-skill.git /tmp/geo-seo-aeo-skill
mkdir -p ~/.claude/skills
cp -r /tmp/geo-seo-aeo-skill/. ~/.claude/skills/web-optimization

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# Web Optimization (SEO · GEO · AEO)

This skill treats **SEO**, **GEO**, and **AEO** as three lenses over one shared
body of web-optimization practice. It supports two workflows: **Audit** an
existing page, and **Generate** new optimized content.

## The three lenses (what each optimizes for)

| Lens | Optimizes for | Load file |
|------|---------------|-----------|
| SEO  | Google/Bing ranking (blue links) | `references/seo.md` |
| GEO  | LLM synthesis (ChatGPT, Perplexity, AI Overviews) | `references/geo.md` |
| AEO  | Answer engines, featured snippets, voice | `references/aeo.md` |

Shared support files:
- `references/schema.md` — JSON-LD patterns (load whenever structured data is involved).
- `references/scoring.md` — the rubric and priority weighting used by both workflows.

> **Progressive disclosure:** Do NOT read every reference up front. Read only the
> lens file(s) relevant to the request, plus `scoring.md` for audits and
> `schema.md` when structured data is in play.

## Workflow A — Audit

Use when given a **URL or a local content file** and asked to evaluate/improve it.

1. **Acquire the content.**
   - URL: prefer `python scripts/audit.py <url>` for deterministic, objective
     checks (returns JSON). Also fetch the rendered content to judge quality.
   - Local file (`.html`/`.md`): read it directly; run `audit.py --file <path>`.
2. **Apply the three lenses.** Read `references/seo.md`, `geo.md`, `aeo.md` and
Read the full skill on GitHub

Details

Skill name
web-optimization
License
MIT
Repo updated
11 June 2026

FAQ

What does the Web Optimization skill do?

Audit or generate web content optimized for traditional search (SEO), AI generative answer engines like ChatGPT/Perplexity/Google AI Overviews (GEO), and answer engines / featured snippets / voice (AEO). Use when the user asks to improve a page's ranking or AI-citability, run an SEO/GEO/AEO audit of a URL or file, add JSON-LD schema, create an llms.txt, or write new content that is search- and LLM-friendly.

How do I install the Web Optimization skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add staksoft/geo-seo-aeo-skill --skill web-optimization. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Web Optimization popular?

It lives in staksoft/geo-seo-aeo-skill, which has 7 GitHub stars and 2 forks.

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