The old PPC skill set was built around control: define the keywords, choose the match types, set bids, write tightly aligned ad copy, and structure campaigns so the algorithm behaved the way you wanted.
The best ad managers of the past were great at Excel and pivot tables. Execution was the product and the differentiator for agencies and PPC experts. The more precisely you could control the variables, the better you were at the job, and that approach worked for the first decade of PPC.
Google Marketing Live (GML) 2026 made the next phase of PPC much harder to ignore. The biggest updates point to a shift from tactical control to system optimization, from keyword management to signal design, and from campaign setup to machine-aligned strategy.
The skills AI-driven Google Ads rewards
AI Max for Search is now out of beta. Smart Bidding Exploration is expanding into Shopping. Demand-led budget pacing will automate when your budget gets deployed. Business agent for leads can now qualify prospects directly inside a search conversation before anyone clicks your ad. Ads are showing up inside AI Mode conversations, matched not to keywords, but to conversational context Google’s AI interprets in real time.
The execution layer is being replaced outright. Selin Song, president of Google Customer Solutions, stated it directly during the keynote:
- “But things are changing. Execution is becoming a commodity and will no longer be a competitive advantage.”
Here’s what the new skill set looks like.
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Input design: The new keyword research
You need to know what inputs to give the system so it can find the right people on your behalf.
AI Max for Search, now out of beta and rolling out broadly, is a new Google Ads feature that uses a combination of broad match, keywordless targeting, text customization, and final URL expansion to find queries your keyword list never would’ve surfaced.
According to Google’s internal data, accounts using AI Max with text customization and final URL expansion see an average of 7% more conversions or conversion value at a similar CPA/ROAS.
That number is easy to wave away. What’s harder to ignore is the underlying mechanic: AI Max is finding converting queries your keyword list missed. The system has more access to user context than any keyword list you build, and it’ll keep getting better at using that access.
That means the skill is no longer “What keyword should I target?” It’s “What inputs do I need to give this system so it reaches the right people?”
That includes:
- Your conversion data: Smart Bidding can only optimize toward what you tell it matters. If your conversion actions are wrong,…
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