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The Great Visibility Shift: How AI Optimization Is Changing Brand Tracking
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

Renato Silvestre
Oct 64 min read


SMART Bayes Net Multi-Domain Segmentation: Uncovering Customer Complexity with Bayesian Networks
Struggling with ineffective customer segmentation? In this blog post, Renato Silvestre introduces Smart Bayes, a Bayesian Network-based segmentation approach that models real-world complexity, uncovers behavioral drivers, and boosts activation. Unlike traditional clustering, it delivers actionable, multi-domain insights for industries like CPG and PropTech. Discover how probabilistic models can transform your segmentation strategy.

Renato Silvestre
Jun 153 min read


Signal from Noise: AI in Marketing Research
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.

Renato Silvestre
Jan 7, 20247 min read
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