We rolled out AI Max for Search across campaigns for clients in multiple verticals, including eCommerce, online education, and nonprofit. In most cases, it captured 5–10% of Search spend, produced ~30% stronger ROAS than non‑AI Max traffic, and uncovered incremental volume. However, it also proved to “cherry-pick” volume from existing keywords, which masked some inefficient spend, emphasizing the need for strong conversion signals and constant guardrails.

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.

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.

At Working Planet, we’re in the business of helping businesses grow. We’re not the right fit for everyone, and we know that, but we’re passionate about making an impact wherever we can. That’s why a free consultation with us often leads to a specific, actionable suggestion, and sometimes, that suggestion doesn’t involve hiring us at all.