vmartinez

Which answer engine is often the most transparent about where its information comes from?

 

• Perplexity
• ChatGPT
• Gemini
• Google AI Overviews

 

What is the first step in the AEO keyword research approach?

 

• Identify high-volume search terms related to your product or service.
• Analyze competitor keyword rankings to find content gaps.
• Create a list of core topics based on your product categories.
• Understand the problem your audience is trying to solve.

 

For SEO, Authority is largely built through backlinks. What additional factor does Authority include in AEO?

 

• Keyword placement in headings
• Page load speed
• Brand mentions across the web
• Social media follower count

 

 

True or false? The AEO measurement pyramid includes a feedback loop where business impact data at the top informs which content you prioritize in the layers beneath it.

 

• True

 

• False

 

The AEO measurement pyramid recommends grounding every reporting cycle in layer-one search performance data. Why is this the anchor point instead of AI-specific metrics in layer two?

 

• Layer-one data is the most exciting and impressive to present to leadership and stakeholders.
• AI visibility data is inaccurate, so it shouldn’t anchor any part of your reporting process.
• Search performance data is the most stable and complete data available, making it the most reliable baseline.
• Layer-one reporting is a technical requirement before Google grants access to AI visibility features.

 

Your team runs a post-purchase survey asking “How did you first hear about us?” Several respondents mention ChatGPT, but GA4 shows minimal AI referral traffic. What does this gap most likely reveal?

 

• Your GA4 installation is broken and needs to be reconfigured to properly track AI platform traffic.
• Your AI-influenced audience arrives through indirect paths that GA4 attributes to other channels.
• The survey respondents are confused about where they actually first discovered your brand.
• ChatGPT doesn’t generate reliable referral traffic, so the survey data is unreliable and should be discounted.