How to make the most of GA4 for SEO

Google Analytics 4 (GA4) is a powerful tool for analyzing website and app traffic, offering valuable insights into user behavior and campaign performance.  This article explores how SEO professionals can leverage GA4’s features to refine their strategies, from linking with Google Search Console to analyzing organic traffic and setting up custom events.  We’ll examine specific…

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How Effective are Self-Explanations from Large Language Models like ChatGPT in Sentiment Analysis? A Deep Dive into Performance, Cost, and Interpretability

  Language models like GPT-3 are designed to be neutral and generate text based on the patterns they’ve learned in the data. They don’t have inherent sentiments or emotions. If the data used for training contains biases, these biases can be reflected in the model’s outputs. However, their output can be interpreted as positive, negative,…

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The roast of Google Analytics 4

Marketers haven’t had the easiest time migrating from Universal Analytics to Google Analytics 4. Some advertisers are so frustrated with the new tool, that they’ve even been holding funerals for UA in the hope that Google might get the message and make a sudden U-turn. Search Engine Land recently ran a poll to find out…

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TikTok launches ads transparency library

TikTok has launched a Commercial Content Library to provide transparency around its paid advertising. Marketers will be able to use the database to research information about TikTok’s paid ads – as well as other content that’s commercial in nature, such as: The advertising creative. Dates the ad ran. Main parameters used for targeting (e.g. age,…

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An SEO guide to understanding user intent

User intent is the foundational piece of strategic SEO efforts. It’s the tool that can help your brands move beyond chasing consumers to delighting them with your content.  This article what exactly user intent is, why it plays such a pivotal role in search, and how you can incorporate it into your SEO strategy.  Understanding…

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