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

There’s been plenty of talk about whether ChatGPT (and other AI assistants) will eventually replace Google search. The reality, at least for now, is more nuanced. Based on data we’ve collected across clients in industries ranging from online education to SaaS to non-profits, ChatGPT is certainly emerging as a competitor, but it’s still a long way from displacing search as the dominant source of traffic.

Why Consider Google Tag Manager?Good data powers better decisions. With Google Tag Manager (GTM), you can gain the flexibility to collect the right data and adapt quickly as your marketing evolves.

Google’s newest AI-powered features promise more reach, more conversions, better efficiency… and sometimes even all at once. The pitch is alluring: hand over the keys and let the machine do the driving. But here’s the truth: AI doesn’t know your profit margins, your customer lifetime value, or the nuances of your brand. Without your direction, it’s just as happy driving you in circles as it is taking you to your destination.