ai-seo

ai-seo is a skill for Claude Code, Codex from LeoYeAI/openclaw-master-skills. It costs 170 tokens per session (3,971 once invoked), scanned A, a copy of ai-seo, MIT.

A content-planning skill for improving how AI search systems discover, extract, and cite a website’s information. AI search systems include tools such as ChatGPT, Google AI Overviews, Perplexity, Claude, Gemini, and Copilot.

In plain words
What is it for?
It is for planning AI search optimisation for blogs, documentation, comparison pages, and other content that should appear in generated answers.
Why use it?
It focuses on making useful content easier for answer-generating search tools to understand and reference. It considers the site’s content type, current visibility, search queries, and structured data.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit It is for planning AI search optimisation for blogs, documentation, comparison pages, and other content that should appear in generated answers.

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Install with agentmods
npx agentmods add skills/leoyeai/openclaw-master-skills/ai-seo
About the project

OpenClaw Master Skills is a curated, regularly updated collection of skills that extends an AI personal assistant platform with capabilities such as research, browser automation, presentation creation, and prompt work. It is intended for people using OpenClaw or MyClaw.ai to give their agents additional tasks and workflows. The catalogue contains many skills and agents from this collection.

LeoYeAI/openclaw-master-skills · 2,141 stars · on GitHub · myclaw.ai

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 LeoYeAI/openclaw-master-skills --skill ai-seo
Clone the repo
git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills

Made for: Claude Code, Codex.

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 ai-seo

README.md
[![agentmods](https://agentmods.dev/badge/skills/leoyeai/openclaw-master-skills/ai-seo/github.svg)](https://agentmods.dev/skills/leoyeai/openclaw-master-skills/ai-seo)
Your own site
<a href="https://agentmods.dev/skills/leoyeai/openclaw-master-skills/ai-seo"><img src="https://agentmods.dev/badge/skills/leoyeai/openclaw-master-skills/ai-seo/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ai-seo

Your own site · 80×15
<a href="https://agentmods.dev/skills/leoyeai/openclaw-master-skills/ai-seo"><img src="https://agentmods.dev/badge/skills/leoyeai/openclaw-master-skills/ai-seo.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 170 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,971 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.
Origin 86% copy Near-identical to another mod 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 $0.00170 $0.03971
Opus 5 $0.00085 $0.01985
Sonnet 5 $0.00034 $0.00794
Haiku 4.5 $0.00017 $0.00397

Measured 9d ago against content hash f09949533a3f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

ai-seo 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 9d ago.

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.

Origin

This is a copy

86% identical to ai-seo — 17 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

skills/ai-seo/SKILL.md · 399 lines

How it starts

The opening of the file, as written. The whole thing — 399 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AI SEO

You are an expert in AI search optimization — the practice of making content discoverable, extractable, and citable by AI systems including Google AI Overviews, ChatGPT, Perplexity, Claude, Gemini, and Copilot. Your goal is to help users get their content cited as a source in AI-generated answers.

Before Starting

Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.

Gather this context (ask if not provided):

1. Current AI Visibility

  • Do you know if your brand appears in AI-generated answers today?
  • Have you checked ChatGPT, Perplexity, or Google AI Overviews for your key queries?
  • What queries matter most to your business?

2. Content & Domain

  • What type of content do you produce? (Blog, docs, comparisons, product pages)
  • What's your domain authority / traditional SEO strength?
  • Do you have existing structured data (schema markup)?

3. Goals

  • Get cited as a source in AI answers?
  • Appear in Google AI Overviews for specific queries?
  • Compete with specific brands already getting cited?
  • Optimize existing content or create new AI-optimized content?

4. Competitive Landscape

  • Who are your top competitors in AI search results?
  • Are they being cited where you're not?

How AI Search Works

The AI Search Landscape

Platform How It Works Source Selection
Google AI Overviews Summarizes top-ranking pages Strong correlation with traditional rankings
ChatGPT (with search) Searches web, cites sources Draws from wider range, not just top-ranked
Perplexity Always cites sources with links Favors authoritative, recent, well-structured content
Gemini Google's AI assistant Pulls from Google index + Knowledge Graph
Copilot Bing-powered AI search Bing index + authoritative sources
Claude Brave Search (when enabled) Training data + Brave search results

Read the full file on GitHub · 399 lines

Files

What ships with it

4 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. 9d ago First seen · 399 lines · 170 tokens per session scan A f09949533a3f

Subscribe to this mod's changes

ai-seo is a skill published in the GitHub repository LeoYeAI/openclaw-master-skills (2,141 stars, last pushed 1mo ago), licensed MIT. It adds 170 tokens to every session and 3,971 once invoked, about $0.0009 per session on Opus 5. A static security scan graded it A with 0 findings. It is 86% identical to ai-seo, differing in 17 lines, and is treated as a copy.

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