How to Build a Customer Question Set for AI Search Testing
Build a practical AI search question set using real customer needs, a buying-journey matrix, neutral prompts, and consistent versioning.
AI Search Optimization
Explore AEO, GEO, AI visibility audits, and practical ways to make your expertise easier to discover and reference in AI search.
-
-
Can a Small Business Appear in AI Answers Without a Big Brand?
Learn how a small business can assess AI answer opportunities through service fit, credible evidence, and a clearly defined sample.
-
AEO vs GEO: What Should a Business Owner Focus On?
Understand how AEO and GEO overlap, which platform-specific checks matter, and how to compare proposals by practical deliverables.
-
AI Mentions vs Citations: What Is the Difference?
Learn the difference between AI brand mentions and source citations, with annotated examples and a practical method for tracking both without double-counting.
-
Why Is My Business Not Showing Up in ChatGPT?
Business missing from ChatGPT answers? Learn how to check search access, service-page clarity, supporting evidence, and repeatable visibility tests.
-
How Does AI Search Find and Cite Website Content?
Being found is not the same as being cited. Learn what connects your website to AI answers and how to investigate missing visibility.
-
AI Overviews vs AI Mode: What’s the Difference for Your Business?
See how Google’s AI answers shape customer research, where your business can appear, and which visibility signals are worth tracking.
-
What an AI visibility audit should actually deliver.
What a useful audit should test, document, and deliver, plus the scope and limitations of the $500 AI Visibility Audit.
-
SEO and AI search belong in the same strategy.
A practical framework for connecting SEO and AI visibility, from customer questions and credible evidence to a focused first-month plan.