Most brands are still optimizing for clicks.

Most brands are still optimizing for clicks. Algorithms are optimizing for something else.

For years, we built strategies around perfectly reasonable metrics:

- CTR.

- ROAS.

- Conversion.

But it is becoming increasingly clear to me that we are viewing the market from the wrong perspective.

When someone buys a product, the decision rarely begins with the last click.

It starts much earlier.

With a recommendation.

With a conversation.

With a past experience.

With a signal that an algorithm interprets as relevant.

That is why I believe the most important question is no longer:

"Which channel converts?"

But rather:

"Which system is building preference?"

And those are two radically different questions.

Brands that grasp this distinction before the rest will have a huge advantage in the coming years.

For months, I have been observing how AI is shifting the moment of decision to a point well before the search itself. And I believe that completely changes the rules of the game.