AI Search Insights
AI Search Insights are the actionable intelligence and knowledge derived from analyzing AI Search Analytics data.
Why It Matters
These insights go beyond surface-level metrics to reveal precisely which content elements (e.g., title, bullet points, author bio) correlate most strongly with Citation Probability. They guide an organization's AI Content Strategy .
How We Use It at Soprano
We look for patterns in how people ask AI questions. If they ask "Compare X vs Y," we write a comparison guide. We use these insights to anticipate the market's questions and then create content to answere those questions.
Interested in
How people search for products using AI
? Check out this article
How people search for products using AI
LLM's now decides what being products recommend. Turn your content into the facts and reasons LLM's can quote, before competitors do.
FAQ
How do I get these insights?
Analyze the queries driving traffic to your site from AI sources (if available) or use survey data.
What is a "prompt pattern"?
Recurring ways users phrase questions, like "Summarize this" or "Pros and cons of..."
How do I use them?
How do I use them?