From file to useful result
How to ask with this skill installed
Installing the skill gives your AI a method. Your request still has to provide the case-specific facts, constraints and expected output.
Describe the decision or deliverable, not just the topic.
Add source material, audience, limits and known facts.
Set format, quality criteria and checks.
When to use it
- Use when optimizing content to be cited by LLMs and AI search systems.
- Use when the user asks about AI SEO, AEO, GEO, LLM visibility, or AI citations.
- Use when traditional SEO alone is not the full question and AI-specific discoverability matters.
Mistakes to avoid
- Ignoring AI search entirely — ~45% of Google searches now show AI Overviews, and ChatGPT/Perplexity are growing fast
- Treating AI SEO as separate from SEO — Good traditional SEO is the foundation; AI SEO adds structure and authority on top
- Writing for AI, not humans — If content reads like it was written to game an algorithm, it won't get cited or convert
- No freshness signals — Undated content loses to dated content because AI systems weight recency heavily. Show when content was last updated
- Gating all content — AI can't access gated content. Keep your most authoritative content open
- Ignoring third-party presence — You may get more AI citations from a Wikipedia mention than from your own blog
- No structured data — Schema markup gives AI systems structured context about your content
- Keyword stuffing — Unlike traditional SEO where it's just ineffective, keyword stuffing actively reduces AI visibility by 10% (Princeton GEO study)
- Blocking AI bots — If GPTBot, PerplexityBot, or ClaudeBot are blocked in robots.txt, those platforms can't cite you
- Generic content without data — "We're the best" won't get cited. "Our customers see 3x improvement in [metric]" will
- Forgetting to monitor — You can't improve what you don't measure. Check AI visibility monthly at minimum
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