Neural networks and chatbots have dramatically transformed our perception of information, creating new formats for content consumption. However, they also create information bubbles that limit our view of the world. How do neural networks affect our perception of information? And how chatbots can be used in a sustainable way to provide more diverse and balanced content, we will tell you now. What is an information vacuum In the digital age, the information vacuum is becoming more and more relevant. This is a phenomenon when users receive only the information that confirms their already formed beliefs. A study by Johns Hopkins University shows that chatbots based on large linguistic models are amplifying this trend by providing content that strengthens confidence in their rightness. This process is driven not only by algorithmic bias, but also by users themselves, who often formulate queries...

Imagine knowing exactly what time of day your visitors are most ready to buy, and artificial intelligence automatically analyzes their behavior. Sounds cool, right? You get more leads with less time and resources. In this article, we will show how GA4 and AI tools like ChatGPT can help you not only track user behavior but also make effective marketing decisions that will lead to increased conversions. How to generate leads by time of day and day of week First, let's determine what time of day and on what days the largest number of conversions on your website are. We'll need data from GA4: Export sessions from GA4 in CSV format. Process this data and pass it to artificial intelligence for analysis using simple commands. This approach works for any site that has a Thank you page, even if conversions have...