optimize-for-ai
The optimize-for-ai skill provides a framework for improving website content to increase the likelihood of being cited by AI search engines like ChatGPT, Perplexity, and Google AI Overviews. It focuses on content structure, extractability, authority signals, and entity building.
Is optimize-for-ai safe to install?
Safe to install: our audit of optimize-for-ai's source files found 0 shell commands, 0 external URLs, no file writes (none risk). Every command and URL listed appears verbatim in the skill's source. The skill provides a static framework and checklists for content optimization. It does not execute code, perform network requests, or interact with the file system.
How we audit skills: our security review methodology.
Who is this skill for?
Content creators, SEO professionals, and website owners aiming to improve visibility in AI-generated search results.
What can you do with it?
- Optimizing comparison articles for AI extraction
- Structuring research and data content for citation
- Improving how-to tutorials for AI response formats
- Refining definition and explainer content
- Conducting an AI visibility audit
- Building brand entity authority for AI recognition
How good is this skill?
Quality score: 5/10. The skill provides a comprehensive, well-structured, and actionable guide for AI optimization. It is highly specific and follows the provided instructions.
What does the skill file contain?
# Optimize for AI Optimize for AI search engines (ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews) using citation architecture, E-E-A-T signals, and brand entity building. ## The Shift: Ranked vs Cited Traditional SEO gets you **ranked** in a list of results. AI SEO gets you **cited** as a source in AI-generated answers. The difference matters: - AI systems select sources based on content quality, structure, and authority — not just ranking position - AI Overviews appear in a growing share of Google searches and can significantly reduce website clicks - Well-structured, authoritat...
Frequently asked questions
How does AI SEO differ from traditional SEO?
Traditional SEO aims for ranking in a list of results, while AI SEO aims to be cited as a source within AI-generated answers.
What is the most important factor for AI citation?
AI systems prioritize content that is easy to extract, such as definitions, comparison tables, step-by-step lists, and content with clear, authoritative signals.
How do I check if my site is visible to AI?
Check your robots.txt file to ensure you are not blocking AI crawlers like GPTBot, ClaudeBot, or PerplexityBot.
What is the AI Citation Score?
It is a scoring system based on five dimensions: Extractability, Quotability, Authority, Freshness, and Entity Clarity.
Related skills
seo-audit
133.3KUsers seeking to diagnose SEO issues, improve organic search performance, or conduct a health check on their website
The seo-audit skill provides a structured framework for diagnosing and recommending improvements for website search engine optimization. It guides the agent through technical, on-page, and content quality assessments, including specific checks for international SEO and site-type-specific issues.
content-strategy
86.4KContent marketers, founders, and marketing teams planning content roadmaps and editorial calendars
The content-strategy skill assists users in planning content strategies, identifying topics, and building editorial calendars. It guides users through gathering business context, researching customers, analyzing competitors, and mapping content to the buyer's journey. It provides frameworks for searchable and shareable content, pillar identification, and topic clustering.
programmatic-seo
83.5KContent strategists, SEO specialists, and marketers building large-scale, data-driven website content
The programmatic-seo skill provides a framework for generating SEO-optimized pages at scale using templates and data. It guides users through keyword research, data sourcing, template design, internal linking, and indexation strategies while emphasizing content uniqueness to avoid search engine penalties.
copy-editing
76.3KMarketers, copywriters, and content creators who need to refine, polish, or refresh existing marketing materials
The copy-editing skill provides a structured framework for reviewing and improving existing marketing copy. It uses a seven-sweep process covering clarity, voice, benefits, proof, specificity, emotion, and risk reduction, alongside an expert panel scoring system for quality assurance.