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The AI Enablement Brief · Feb 25, 2026

Why Experience is the New Premium

As Google and Meta transform LLMs into autonomous ad advisors, the industry is moving from manual intentionality to agentic speed.

One of the things I love about advertising is the speed.

The industry moves fast, and AI is currently accelerating that pace to a whole new level. We aren’t just seeing faster tools; we are seeing the complete compression of the workflow.

I remember launching my very first search campaign at Media Experts.

I spent over 10 hours building keyword lists from scratch. I wrote every ad with a high level of intentionality, obsessing over every character count and call to action. I reviewed every single keyword like my whole career depended on it—because back then, it did. One wrong match type could drain a budget overnight.

Today, you can launch a campaign in a few clicks.

And soon, you won’t even need the clicks.

The Rise of the Ad Advisor

Google and Meta have recently integrated Gemini and Manus directly into their platforms. They are positioning their LLMs not just as tools for humans to use, but as “ads advisors” sitting in the cockpit with us.

Current State (Beta):

  • Query-Based Insights: They answer complex questions about account health, translating raw data into plain English summaries.

  • Performance Analysis: They identify trends, anomalies, and attribution shifts in real-time, doing the heavy lifting that used to take a team of analysts a week to compile.

  • Passive Observation: They suggest creative pivots and budget reallocations, though they don’t yet “pull the triggers” without permission.

The Immediate Future:
My prediction? That is bound to change in the very near future. We are moving toward a reality of “intent-based” advertising.

You won’t manage a dashboard; you will manage a relationship with an agent. You tell Gemini your goals. No manual keyword research. No manual bidding strategies. Just a simple prompt, and the campaign is built, optimized, and launched in seconds.

The Experience Premium Model

For brands, this level of speed is a double-edged sword. As AI lowers the barrier to execution, the value of the “human in the loop” shifts from doing to deciding.

  1. The Execution Commodity: Prompting and campaign builds will become table stakes. If every competitor has access to the same “perfect” AI-generated structure, speed is no longer a competitive advantage. The machine becomes the baseline.

  2. The Stakes Gap: I’ve managed enterprise budgets where the stakes are incredibly high. The last thing a brand wants is to blindly launch a campaign and burn millions of dollars because a black-box system told them the “data looked good.” The machine lacks the context of a brand’s reputation or long-term vision.

  3. The Intuition Premium: Efficiency is great, but it doesn’t replace intuition and real, lived experience. High-level strategy requires a “gut check” that data alone cannot provide. It’s the ability to look at a “statistically sound” recommendation and say, “That doesn’t feel right for our audience.”

The Human Verdict

There is a lot of hype around “agentic” AI systems that run everything on our behalf. It’s impressive. It’s fast. It’s inevitable.

But I believe we are about to see the pendulum swing back.

When everyone has access to the same automated speed, the only way to win is through better judgment. As LLM output becomes the commodity, real-world experience becomes the premium.

Trust the human.

Are you building a career on the clicks, or on the intuition that tells you when not to pull the trigger?

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DZ
David's Digital Twin
Online
DZ
Hi — I'm David's AI twin. I've read all his writing and know his professional background well. Ask me anything about his work in media or AI.
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