Optimize for AI Overviews and GEO placement
seo-geoskillsetup L1★128
AgriciDaniel/codex-seo ↗Causal-lift measurements
ai-content-optimization+12pp vs no-skill baselinewith-skill 52% · 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 Overviews and GEO placement in ChatGPT/Perplexity/Google AI
Best for
Content strategy wanting 50%+ AI Overview/GEO coverage when brand presence on YouTube/Reddit/Wikipedia is high.
Inputs
- · Web page content
- · Existing rankings
- · Brand mention audit (YouTube, Reddit, Wikipedia)
Outputs
- · GEO optimization score
- · Citability recommendations
- · Brand mention growth strategy
Requires
- · None (pure content analysis)
Preconditions
- · Content published
- · Ability to modify page structure
Failure modes
- · Vague statements not citeable (AI prefers 134-167 word passages)
- · Low brand mention authority limits AI citations
- · Backlinks weak signal (0.266 correlation vs 0.737 for YouTube mentions)
Trust signals
- · Brand mention correlation study (75,000 brands, Ahrefs Dec 2025)
- · YouTube mentions 3x stronger than backlinks for AI citations
- · Optimal passage length (134-167 words for citation)
- · Multi-modal content 156% higher selection rate
- · AI cited by both ChatGPT and Google AI Overviews in only 11% of cases