, July 14, 2026

Analyst Recommends Buying The Shovels During Gold Rush That Doesn't Exist


Frontier models need access to increasing volumes of maneuverable data. Software companies that can supply it will be crucial in the entire ecosystem.

  •   1 min read
Analyst Recommends Buying The Shovels During Gold Rush That Doesn't Exist

Table of content

An analyst wants you to invest in data companies for the second half. The thesis is that frontier models need maneuverable data. Software companies that supply it will be crucial to the ecosystem.

Maneuverable data. That's the phrase we're working with. Not clean data. Not structured data. Not even useful data. Maneuverable data. Like your portfolio needs yoga.

The pitch is simple. AI companies will spend billions training models. Those models need data that can be moved around and shaped and processed. So buy the companies that move it around. It's the picks-and-shovels play except the gold rush already happened and everyone who got rich already cashed out and you're the guy showing up in 1855 with a rusty pan and scurvy.

This is what top analysts do now. They watch NVDA run 600% without them. They miss the entire move. Then they pivot to whatever sounds adjacent enough to save face. Can't recommend the thing that already went up? Recommend the thing that feeds the thing that already went up. It's like buying Cinnabon stock in 2026 because you heard malls might make a comeback.

Retail traders will read this and immediately start scanning for tickers. They'll find some data infrastructure company trading at 89 times revenue. They'll convince themselves it's undervalued because the analyst used the word ecosystem. They'll buy calls expiring in three weeks. The stock will drop 14% on no news. They'll hold through expiration because they still believe in maneuverable data.

The best part is the confidence. One top analyst. Not two analysts. Not a consensus. One guy looked at a chart and decided software companies that supply data are crucial for the second half. The second half of what? The year? The collapse? Your account balance?

By the time this trade works, if it works, the analyst will be recommending quantum farming stocks or whatever sounds futuristic enough to get clicks.

Photo by PiggyBank on Unsplash

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