Optimize for AI search over traditional SEO
geoskillsetup L2★7,300
zubair-trabzada/geo-seo-claude ↗Causal-lift measurements
ai-content-optimization0pp vs no-skill baselinewith-skill 40% · 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 website for AI search discovery and citation
Best for
When Google AI Overviews are capturing your traffic and you need to get cited instead of ranked.
Inputs
- · target domain URL
- · business type
- · key search queries
Outputs
- · GEO audit results
- · per-platform optimization roadmap
- · priority action items
Requires
- · ChatGPT
- · Perplexity
- · Google AI Overviews
- · Gemini
- · Copilot
Preconditions
- · Domain with public content
- · Identified key query targets
Failure modes
- · Confuses traditional SEO with GEO requirements
- · Assumes all AI platforms index equally
- · Misses brand mention correlation
Trust signals
- · GEO market growth stats (34% CAGR to $7.3B by 2031)
- · 5-subagent orchestration architecture