aeo-strategy

aeo-strategy is a skill for Claude Code from LeadMagic/gtm-skills. It costs 61 tokens per session (1,765 once invoked), scanned A, original, MIT.

A content strategy for appearing in answers from AI search tools such as ChatGPT, Perplexity, Gemini, and Claude.

In plain words
What is it for?
Use it to plan content that AI search systems can understand and potentially cite when answering questions in a field.
Why use it?
Traditional search optimization does not fully address how these tools find, summarize, and cite information.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions Claude Code; mentions Codex; mentions Gemini CLI.

Part of the gtm-skills plugin — 196 skills shipped together

Good fit Use it to plan content that AI search systems can understand and potentially cite when answering questions in a field.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/leadmagic/gtm-skills/aeo-strategy
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add LeadMagic/gtm-skills --skill aeo-strategy
Clone the repo
git clone --depth 1 https://github.com/LeadMagic/gtm-skills

Made for: Claude Code.

Or install gtm-skills, the plugin that ships this one along with the rest of its 196 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for aeo-strategy

README.md
[![agentmods](https://agentmods.dev/badge/skills/leadmagic/gtm-skills/aeo-strategy.svg)](https://agentmods.dev/skills/leadmagic/gtm-skills/aeo-strategy)
Your own site
<a href="https://agentmods.dev/skills/leadmagic/gtm-skills/aeo-strategy"><img src="https://agentmods.dev/badge/skills/leadmagic/gtm-skills/aeo-strategy.svg" alt="Measured on agentmods" height="20"></a>
Per session 61 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,765 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00061 $0.01765
Opus 5 $0.00030 $0.00882
Sonnet 5 $0.00012 $0.00353
Haiku 4.5 $0.00006 $0.00177

Measured 4d ago against content hash 35f8df690feb, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

aeo-strategy scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/check-output.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/content-seo/aeo-strategy/SKILL.md · 174 lines

How it starts

The opening of the file, as written. The whole thing — 174 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Answer Engine Optimization (AEO)

Overview

AI search engines (ChatGPT, Perplexity, Gemini, Claude) are capturing 10-30% of B2B search traffic. Traditional SEO doesn't optimize for AI answers. AEO ensures your content is the source AI engines cite when users ask questions in your domain. This skill covers the strategy.

Authoritative Foundations

  • Google AI Overviews — Optimization for Generative Search — Google's guidance for optimizing content to appear in AI-generated summaries and AI Mode results.
  • Google Search Central — SEO Starter Guide — SEO Starter Guide
  • Google Search Generative Experience Guidelines — Named methodology governing recommendations in this skill's process.
  • Google Search Central — SEO Starter Guide — SEO Starter Guide

When to Use

  • "Optimize for AI search"
  • "AEO strategy"
  • "Get cited by ChatGPT"
  • "Generative engine optimization"
  • "Rank in AI search results"

Step-by-Step Process

Phase 1: Understand How AI Search Works

AI search engines:

  1. Receive a user query
  2. Search the web for relevant sources (often using Bing/Google APIs)
  3. Read the top sources
  4. Synthesize an answer, citing specific sources
  5. Present the answer with citations

Your goal: be the source they cite. This requires being the most authoritative, clear, and well-structured source on the topic.

Phase 2: AEO Content Principles

  • Authoritative voice: Cite specific data, name specific experts, reference specific studies. AI engines weight named sources higher.
  • Clear structure: Use H2/H3 headers that mirror the questions people ask. "What is [X]?" → H2. "How does [X] work?" → H2. "What are the benefits of [X]?" → H2.
  • Concise answers: Start each section with a 1-2 sentence definitive answer before expanding. AI engines extract these as the "answer snippet."
  • Source citations: Link to primary sources (studies, reports, official docs). AI engines follow citations to verify claims.
  • Entity-rich content: Mention specific companies, products, people, and concepts by name. AI engines build knowledge graphs from entities.
  • Schema markup: FAQ schema, HowTo schema, Article schema. Helps AI engines parse your content structure.

Read the full file on GitHub · 174 lines

Files

What ships with it

5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago Changed 35f8df690feb
  2. 8d ago First seen · 174 lines · 61 tokens per session scan A b37cfa0172f3

Subscribe to this mod's changes

aeo-strategy is a skill published in the GitHub repository LeadMagic/gtm-skills (48 stars, last pushed today), licensed MIT. It adds 61 tokens to every session and 1,765 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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