When it comes to visibility in generative search (GEO), structured data isn’t optional—it’s essential. This chart shows how click-through behavior changes by keyword category.

Essential Statistics

• Informational queries: Organic CTR 12%, Paid 25%, AI answers 25%, Search refinements 43%.
• Navigational: Organic CTR 60%, Paid 3%, AI answers 15%, Refinements 20%.
• Brand terms: Organic CTR 3%, Paid 2%, AI answers 20%, Refinements 9%.
• Transactional: Organic CTR 25%, Paid 70%, AI answers 40%, Refinements 28%.
• AI answers compete directly with both organic and paid visibility.
• CTR breakdown varies drastically by intent category.
• Structured data boosts inclusion in AI-driven results.

Key Takeaways

• GEO (Generative Engine Optimization) changes the rules for visibility.
• Structured data improves surfacing across AI results and rich answers.
• Search refinements signal where users aren’t getting full answers—an opportunity.
• AI answers are strong on informational and transactional terms.
• Navigational queries still favor branded organic results.
• Paid CTR dominates for transactional queries—AI is second.
• Optimizing by keyword *intent* is now more important than keyword *volume*.

Actionable Insights

• Use structured data like FAQs, schema.org markup, and HowTo formats to improve GEO placement.
• Group keywords by intent—then tailor content format to match AI surfacing behavior.
• For navigational terms, double down on brand presence in meta and content structure.
• Test long-tail informational terms for GEO appearance in ChatGPT and Gemini.
• Monitor CTR by category to see where AI is displacing search clicks.
• Build paid strategy for transactional terms—organic and AI compete, but paid still dominates.
• Use refinement data to find content gaps your brand can close.

Structured data is your ticket to AI visibility. Without it, you’re invisible in generative search. – Neil Patel