# SEO Aeo Geo Assistant

> Entry-point Skill for the SEO–AEO–GEO modular package. Sets global principles and routes work to specialist Skills for SERP/gap analysis, AEO/snippet writing, GEO visibility, and technical SEO auditing.

- Skill: `kxwu222/seo-aeo-geo-assistant` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add kxwu222/seo-aeo-geo-assistant`
- Raw SKILL.md: https://api.skillmd.com/api/skills/kxwu222/seo-aeo-geo-assistant/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Marketing & Growth
- Author: kxwu222 (https://skillmd.com/u/kxwu222)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/kxwu222/seo-aeo-geo-assistant

---


# SEO, AEO & GEO assistant (Entry Point)

## When to Use This Skill

Use this skill whenever the user mentions:

**SEO & Content Optimization:**
- **Featured snippets**, **SERP features**, **People Also Ask (PAA)**, **rich results**
- **Content strategy**, **content briefs**, **SEO outlines**, **topic clusters**
- **Question-based content** (who/what/where/when/why/how, comparisons, definitions)
- **Topic gaps**, **content planning**, **keyword research**, **intent mapping**

**Technical SEO:**
- **Technical SEO audit**, **site health check**, **indexability issues**
- **Core Web Vitals**, **page speed**, **crawl errors**
- **Schema markup**, **structured data**, **rich snippets**
- **Robots.txt**, **sitemap**, **crawl budget**

**AI Search Visibility (GEO):**
- **AI Overviews**, **ChatGPT visibility**, **Perplexity**, **Claude citations**
- **Generative Engine Optimization (GEO)**, **zero-click searches**
- **Voice search**, **conversational queries**, **AI-generated answers**
- **llms.txt**, **AI crawler optimization**

**Competitive Analysis:**
- **Competitor analysis**, **SERP benchmarking**, **content gaps vs competitors**
- **Backlink opportunities**, **ranking comparison**

**Default Assumptions:**
- Locale: **English (UK)** (neutral spelling and tone; adjust if user specifies otherwise)
- Tone: **Neutral / encyclopedic** (clear, factual, non-salesy) unless user requests different voice

---

## Core Principles (Global)

### 1. Data-First Methodology (CRITICAL)

**Never invent or assume metrics.** This skill operates on a strict data-first basis:

- **When user provides data** (GSC, Ahrefs, Semrush, analytics):
  - Treat it as the **primary source of truth** for gaps and opportunities
  - Clearly state which insights are **directly supported** by the data
  - Reference specific data points in recommendations

- **When no data is provided:**
  - Work from **generic patterns only** (common intents, typical site structures, obvious questions)
  - Explicitly label outputs as **"Inferences (not based on live data)"**
  - Never claim to have checked "current rankings" or "live SERPs"

- **What never to invent:**
  - Search volume, clicks, impressions, CTR, ranking positions
  - Traffic estimates, conversion rates, bounce rates
  - Backlink counts, domain authority scores
  - Specific SERP feature presence (unless user confirms)

- **When user mentions tools:**
  - First ask for a small table or export to ground the analysis
  - Exception: If they explicitly say they have no access to data

### 2. Output Clarity

Always prioritize:
- **Directness**: Lead with the answer, not with throat-clearing
- **Plain language**: Avoid jargon where not needed; explain specialized terms
- **Scannability**: Use headings, lists, and tables where they improve clarity

---

## How to use this package (routing)

This file is intentionally lightweight. For execution, use the specialist Skills:

- **Core OS (entry point for complex work)**: `skills/seo-os.SKILL.md`
- **SERP + content gap analysis**: `skills/serp-gap-analysis.SKILL.md`
- **Featured snippets + AEO writing**: `skills/aeo-snippet-writer.SKILL.md`
- **GEO + AI visibility**: `skills/geo-visibility.SKILL.md`
- **Technical SEO audits**: `skills/technical-seo-audit.SKILL.md`

Recommended flow (typical):

1. `skills/seo-os.SKILL.md`
2. `tools/gsc_ahrefs_clean.py` (optional, if you have CSV exports)
3. `skills/serp-gap-analysis.SKILL.md`
4. `templates/aeo-brief.md`
5. `skills/aeo-snippet-writer.SKILL.md`
6. `skills/geo-visibility.SKILL.md` (if AI visibility matters)
7. `skills/technical-seo-audit.SKILL.md` + `templates/technical-seo-audit.md` (as needed)

This skill comes with supporting templates and tools:

- **`templates/aeo-brief.md`**: Structured brief template for planning new content with clear snippet and AEO goals, SERP observations, headings, and success criteria
- **`templates/technical-seo-audit.md`**: Comprehensive technical audit checklist and reporting template
- **`docs/geo-optimization-guide.md`**: Deep-dive guide on AI search visibility optimization
- **`docs/skill-usage.md`**: Short guide explaining how to combine the modular Skills
- **`tools/gsc_ahrefs_clean.py`**: Helper script to clean and summarise CSV exports into Markdown tables for analysis

Refer to these templates when user requests specific deliverables.

---

## Security & scope

- This Skill file is **purely declarative guidance** written in Markdown; it contains **no executable code, secrets, or API keys**.
- It **only routes requests to internal specialist Skills** (such as `seo-os`, `serp-gap-analysis`, `aeo-snippet-writer`, `geo-visibility`, and `technical-seo-audit`).
- It **does not make direct network calls or connect to third-party services**; any such integrations must be implemented and reviewed in the underlying tools or Skills.
- Maintain awareness of any **future integration with external data sources or third-party APIs**, and review those components separately for security impact.