For years, marketers have been talking about AI. At this year’s Think Leads event, it finally felt tangible and purposeful. Google pulled back the curtain to reveal how AI is reshaping everything from how consumers search to how advertisers define and predict value. The message was clear: AI isn’t coming; it’s here. And, those not yet embracing it are already behind.

You may find yourself wishing you had more data to help you understand the value of your leads. In a perfect world, every new column would be filled out consistently, giving you richer, more precise insights. But the reality? Between chasing follow-ups and keeping existing scoring systems updated, asking sales to fill out multiple new fields just isn’t realistic. The good news: you may not need more fields. The data you need could already be sitting in your CRM, just waiting

Predictive models are powerful tools for making smarter marketing decisions, but as with any model, the details matter. One common consideration is whether to include source as a variable. At first glance, it makes sense since different audiences generate different types of leads. But when predictive values are used not just for reporting, but for network optimization, including source as a variable can introduce risks that undermine campaign performance.

In digital marketing, big declarations never seem to stop. We like to put permanent labels on things because it feels easier: easier to write something off, easier to believe that if you just do X, Y, and Z, you’ll win. Reality is never that simple. And yet, I still hear people confidently claim that paid search is dead. That one surprises me the most. I’m open to new ideas, but in my experience, paid search isn’t dead—it’s just harder, noisier, and far more sophisticated th

Because recurring revenue models generate so much data and have many levers to play with, financial success is a game of predictive modeling

A multinational surveying solutions company with a strong US presence sought to expand by launching paid ads in a new foreign market.