Predictive marketing is transforming how brands connect with their audiences. At its core, predictive marketing uses historical data, observable market signals, and behavioral patterns to estimate what customers are likely to do next. Businesses have always wanted a crystal ball for their marketing activities. Now, with the right mix of artificial intelligence and analytics, marketers … Read more
Brands once saw social listening as little more than monitoring brand mentions or hashtag activity. Today, it is far more sophisticated. Social listening tools analyze billions of posts, comments, and conversations across digital channels every day. By applying advanced AI, the discipline now goes deeper than surface-level feedback. Social listening has evolved to provide real … Read more
The problem with traditional methods of attribution, A/B testing, and lead scoring is that they’re not always the best for businesses with long sales cycles or limited data. It can be unrealistic to wait for multiple conversions before changing your ad campaign or challenging to collect enough data to inform your attribution models. However, these … Read more
At TripleTen, an online coding bootcamp that helps people launch their career in tech, user acquisition is a key growth driver. Аs we scaled, however, we ran into an algorithmic limitation: ad platform algorithms didn’t have enough conversion events to optimize effectively. This limitation pushed our customer acquisition cost (CAC) above benchmarks and limited campaign … Read more