Job-posting technographics are the new rage, there's high demand but we tell our customers and prospects that there's a problem.

Most GTM teams treat technography as golden intent. It isn’t. It’s enrichment. Helps with inbound. Helps when there’s already interest. Good context and talking points before a call. Not a buying signal on its own.

There’s another problem too.

Companies casually write "experience with XYZ" in job posts. And as horizontal tools spread, this shows up everywhere.

If you capture all of these, you drown in noise. People try to fix it by counting mentions. But at scale, that breaks.

Bigger companies have multiple teams and multiple orgs. Keyword volume stops meaning much. An actionable insight is different.

"We are hiring you to build ABC with XYZ because we are facing this"

That is insight to act on.

A project spinning up. A buying cycle forming. A bidding window about to open.

This is the signal GTM teams need to capture in real time.

Because it actually predicts need and pain.