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Why "Everyone's Using It" Is Never A Reason To Use Anything

By Nigel Guy · 2 min read

"Everyone's using it" is how a lot of AI tools get adopted. A colleague mentions it, your feed is full of it, a client asks if you've tried it, and suddenly not using it feels like a gap. So you sign up, poke at it, and either keep paying out of vague obligation or drop it without learning anything. Popularity did the deciding, and your actual needs never got a say.

The rule: popularity tells you a tool is worth a look, never that it's worth using — so turn "everyone's using it" into a specific question about your own work before it gets a place in your workflow.

Why popularity misleads

  1. "Everyone" is usually your feed. What looks universal is often a particular group of people who post a lot about tools. Many people quietly use something else, or nothing.
  2. Popular for what? A tool can be widely used for one thing and poor at another. Its reputation rarely comes with that breakdown.
  3. Adoption isn't satisfaction. Sign-ups and mentions don't show how many people kept using it, or how many are using it out of habit rather than choice.
  4. Popularity compounds itself. People mention what others mention. Visibility becomes the reason for more visibility, independent of quality.

The Popularity Translation

When you hear "everyone's using it," translate it into three questions you can answer:

Instead of Ask
"Everyone's using it" "Which specific task would I use it for?"
"It's the best tool" "Better than what I use now, on that task, by how much?"
"I should keep up" "What would I stop doing, or do differently, if I adopted it?"

If you can't name a task, there's nothing to test yet. If you can, run that task through the tool alongside your current approach and compare the results directly.

The few times popularity does matter

Popularity isn't completely irrelevant. It can be a genuine factor when:

Even then, these are reasons to include a tool in your test, not reasons to skip testing.

What to skip

Guardrails

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