GEO Review

Evaluate how well your application and content are optimized for AI-powered search and answer engines — ChatGPT, Perplexity, Google AI Overviews, Claude, and other generative AI systems that cite web sources. Traditional SEO gets you ranked in a link list; GEO gets you cited in AI-generated answers.

When to use

Use /shiplight:geo-review when:

• Your product is discovered through AI assistants (developer tools, SaaS, APIs)
• You want to appear in Google AI Overviews
• Users find your product by asking AI "what's the best X for Y?"
• You publish documentation, guides, or educational content
• Your competitors are showing up in AI answers and you're not
• Building thought leadership content that AI should reference
• Launching a new product where AI-driven discovery matters

Why GEO Matters Now