Futureproof your brand tracking: from SEO rankings to AIO (AI Optimization) brand visibility The New Game: Treating AI as Another Audience For years, brand tracking has focused on search visibility, measuring how well a brand ranks in Google Search or performs in SEO. But that’s changing fast. As large language models (LLMs) like ChatGPT, Claude, Gemini, and many others become the go-to places for information, the question for brands isn’t just “Are we ranking?” anymore... it

In Signal from Noise, Renato Silvestre explores how AI in marketing research delivers real value when guided by the ETL framework: Extract, Transform, Load. He highlights the importance of high-quality data, encoding categorical variables, and addressing missing values. Key AI applications include NLP, predictive modeling, and generative AI, all aimed at improving research accuracy and efficiency.