Optimize content for AI search discovery
ai-seoskillsetup L2★28,686
coreyhaines31/marketingskills ↗Causal-lift measurements
ai-content-optimization-4pp vs no-skill baselinewith-skill 36% · baseline 40%
Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.
What it does
Optimize content for AI search discovery and citation
Best for
When organic traffic is declining due to AI Overviews and you need to get cited instead of ranked.
Inputs
- · target domain/content
- · key queries list
- · current AI search presence data
- · competitor citation patterns
Outputs
- · AI visibility audit
- · per-platform optimization checklist
- · content restructuring recommendations
Requires
- · ChatGPT search
- · Perplexity
- · Google AI Overviews
- · Gemini
- · Copilot
Preconditions
- · Domain with existing content
- · Identify target queries
- · Baseline AI visibility measured
Failure modes
- · Assumes traditional SEO rank equals AI citation
- · Misses that 47% of AIO citations skip top-5
- · Doesn't account for AI preferring self-contained passages
Trust signals
- · 45% AI Overviews appearance stat
- · 3x citation likelihood with optimization metric
- · Platform-specific ranking factors table