Key Takeaways Why AI search attribution is hard: The first meaningful interaction often leaves no trace in analytics. What happens after an AI recommendation: Customers research across several channels before converting. Why last-click attribution misses AI: It credits the final recorded step, not the first. Which metrics to track: Separate visibility, behavior and business results. […]
Key Takeaways Key Takeaways Search the web for almost any marketing topic and you’ll find dozens of articles saying nearly the same thing. Same tips, same statistics, same advice. When someone asks ChatGPT, Gemini or Perplexity about that topic, the AI can build a helpful answer without leaning on any one company. Now imagine your […]
Key Takeaways Key Takeaways When someone searches on Google, they usually type a phrase, scan the results, and choose which websites to open. AI search works differently. When a customer asks an AI platform a question, the system may look into several related parts of that question before it writes an answer. Imagine someone asks, […]
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Key Takeaways It’s one of the most stressful moments for any business owner. Traffic was steady for months, leads were coming in, and then suddenly rankings dropped. A quick search reveals that Google rolled out a core update around the same time. The first reaction is often panic: changing titles, deleting pages, or rewriting everything […]
Key Takeaways Search is no longer one experience. A customer can ask ChatGPT, Claude, Gemini or Perplexity the same question and get different companies, different sources and even a different explanation of what matters. That doesn’t mean one of them is wrong. These products find, read and present information in different ways. For businesses, this […]
