The Four Signs a Company Is About to Destroyed by AI

Listen to the audio version of this article (generated by AI).

Editor’s Note: Chegg and Fiverr have both lost nearly 100% of their value since their 2021 highs. Teleperformance — once a $25 billion company — has been cut to pieces.

None of them saw it coming.

Jonathan Rose spent months studying the wreckage — and found four repeating signals the market missed every time. And those same signals are now stacking up in 12 names that still look fine today…

He and Marc Chaikin broke it all down at their Convergence event earlier this week.

You can catch the replay here — and read on for more.

I did some research recently that I can’t stop thinking about.

I went back and studied the companies that AI has already destroyed: 

• Chegg Inc. (CHGG)
• Fiverr International Ltd. (FVRR)
• Teleperformance SE (TLPFY) 

I looked at what they all had in common — not after the AI trend has destroyed them, but before. When the stock was still holding up and nobody was really worried yet.

I found four specific tells. Four characteristics that showed up, in some combination, in every single company before the fall.

Once I had the framework, I started running it forward and applied it to companies that by most measures look fine today. I found 12 names with multiple tells stacking up right now.

Some of them will upset you. You might own a few of them. Someone you respect probably recommended them.

But here’s the important point.

The same four signals that show me where smart money is quietly leaving also show me where it’s quietly arriving. 

Institutional capital doesn’t sit in cash. When it rotates out of one place, it shows up somewhere else. It is ebb and flow, tidal gravity. It is ecological balance.

And right now, the somewhere else that smart money is flowing is getting very interesting.

In today’s piece, let’s take a walk through these three things: 

The four tells – the warning signs I found in every AI casualty before the market caught on – and the 12 stocks those signals are flashing on right now.

Where the big money rotation is going right now, with some proof from our own track record to back it up. 

A stock that sits directly in the path of that rotation. It’s one of the names where both a big trend and the smart money activity are pointing in the same direction at the same time.

Let’s get into it.

The Four Warning Signs Before AI Breaks a Stock

I want to be clear: I didn’t start this research by looking for specific companies. I started by asking what the pattern was. Then I let the pattern find the names.

Here’s what I found.

Tell #1: Coordinated Insider Selling

Not one executive trimming a position for tax reasons. Multiple senior people selling at the same time, across different titles, in size. When the people who know the business best are quietly getting out together, that’s not a coincidence.

Tell #2: Senior Talent Leaves for AI Companies

Top engineers. Product leads. Salespeople who know where the customers are going. When they start moving to OpenAI, Anthropic, or the hyperscalers, they’re not leaving for the money alone. They’re leaving because they can see the trajectory from the inside.

Tell #3: Pricing Models Start to Change

When a software company suddenly pivots from per-seat to consumption-based pricing, they’ll call it “innovation.” It isn’t. It’s a response to AI undercutting their model. Companies that are genuinely winning don’t restructure their pricing under pressure.

Tell #4: CEOs Start Denying the Threat

This one is almost a perfect inverse signal. The earnings call where the CEO says, “AI cannot disrupt our business — our moat is too wide.” Real moats don’t require that kind of reassurance. When you hear it, pay attention to what’s happening underneath the surface.

12 Stocks Flashing Multiple AI Warning Signs

The 12 names where I’m seeing multiple tells stack up: 

• Salesforce Inc. (CRM)
• Adobe Inc. (ADBE)
• Workday Inc. (WDAY)
• Gartner Inc. (IT)
• Atlassian Corp. (TEAM)
• HubSpot Inc. (HUBS)
• EPAM Systems Inc. (EPAM)
• DXC Technology Co. (DXC)
• Palantir Technologies Inc. (PLTR)
• ServiceNow Inc. (NOW)
• Cognizant Technology Solutions Corp. (CTSH)
• CoStar Group Inc. (CSGP)

I’m not saying they all collapse tomorrow. I’m saying the smart money is repositioning out of them – and historically, price follows positioning. These are names I’m watching carefully, not holding.