I had a meeting recently where the president of the company was struggling to understand that Google Analytics 4 (GA4) and Meta Ads attribution are not apples-to-apples comparisons. So that got me to thinking that having a chart or infographic to explain the difference would have helped to bridge the gap in understanding. That led […]
What is RAG and why is it important? RAG, or Retrieval-Augmented Generation, is an innovative approach that combines the power of retrieval systems with generative models (ChatGPT, Perplexity, Gemini, Claude, etc…) By leveraging external data sources, RAG can enhance the contextual understanding and accuracy of AI responses, which are often known to “hallucinate” responses. This […]
“Vibe coding” is the hot new term in the software engineering space and refers to the use of AI tools to do the majority of coding. The phrase is attributed to Andrej Karpathy, who was a co-founder at OpenAI. When I heard of the term recently, I was surprised to find that out Silicon Valley […]
Vector Embeddings To Rank Your On-Page Content by Cosine Similarity Vector embeddings are a way to convert words and sentences and other data into numbers that capture their meaning and relationships. They represent different data types as points in a multidimensional space, where similar data points are clustered closer together. These numerical representations help machines understand […]
Recipe Sites Are A UX Nightmare Few industries give me as much of a headache as recipe sites. More often than not you’ll have to scroll past an entire essay about how many generations of your family has been using this recipe and how it evolved over time as a result, or a book chapter-length […]
A Common Sense Approach to SEO’s Taboo Subject With the rise of ChatGPT and other LLMs such as Gemini and Perplexity it’s of no surprise that one of the most debated topics in SEO today is whether AI-generated or AI-assisted copy is bad for SEO. For simplicity’s sake, I’ll mostly refer to ChatGPT here since […]
