u/Annual_Demand7906

One thing I’m noticing lately with ecommerce tools:

everyone keeps optimizing the same old model.

better subject lines
better send times
better segmentation
better popups

but the core logic is still:

“if user does X → send Y”

The weird part is customers don’t actually behave that cleanly anymore.

Someone might:

compare products for 3 days
open reviews in another tab
come back at midnight from mobile
hesitate on shipping
ignore email completely
instantly respond on WhatsApp

…and most brands still throw them into the same automated sequence.

We recently started testing Markopolo and honestly the interesting part wasn’t “AI-generated copy” or any of the usual AI marketing stuff.

It was the fact that the system treated each visitor differently without us manually building 50 flows.

Some users got nudged instantly.
Some got social proof instead of discounts.
Some got no outreach at all because the system predicted they’d come back organically.

That last part kinda broke my brain.

Feels like ecommerce is slowly shifting from “campaigns” to systems that react to live behavior in real time.

Curious if anyone else is seeing this shift yet or if I’m just too deep in marketing tech rabbit holes.

Clawbot blew up everywhere this year.

People are showing videos of their AI submitting job applications, writing code overnight, scheduling meetings, even running scripts on their computer.

At first it looked like just another AI demo.

But after playing with a few agent frameworks recently, I think the real shift is something else.

For the past few years AI mostly lived inside chat windows.

You ask something.

It answers.

End of interaction.

Clawbot changed that model.

Instead of answering questions, it runs a continuous loop:

observe → reason → act → observe again.

That means the AI doesn't just give advice.

It actually does the task.

And the interesting part is what happens next.

Once AI agents can:

read your files

use your tools

execute scripts

monitor systems

they stop being assistants and start behaving more like digital operators.

That changes how software works.

Instead of apps that humans operate, we may end up with agents operating the apps for us.

Which raises a weird question I keep thinking about:

If every tool eventually gets an AI agent layer, will humans even interact with software directly anymore?

Curious how others here see this trend.

Is this the start of the “AI agent internet” everyone keeps talking about, or just another hype cycle?

I didn’t realize how outdated our cart recovery strategy was until now

Everyone is talking about Clawbot. I think people are missing the bigger shift.