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Dalton Caldwell: A Good Pivot Gets Warmer, Not Colder

By Dalton Caldwell · Product & Building · 1 min read

Segment started as classroom software. Then an analytics tool. Then a Mixpanel competitor. Then the thing nobody expected. Each pivot built on the last.

Key Points

Good pivots build on what you learned — they get warmer, not colder
Segment's founders could never have started with their final idea — they didn't know enough yet
Pivot when you're out of growth ideas. Stay when you still have a dozen to try.
If your best growth idea is 'pay influencers,' it's time to pivot

There's no universe where they would have made up the idea for Segment. They didn't know anything about how analytics worked yet.

The Segment Story

Caldwell: Segment started with something to tell your professor you were confused in class. Software they sold to universities. Then they pivoted to something like a Mixpanel competitor after about two years.

Then they built a JavaScript snippet that sent data to multiple analytics tools at once — so users could compare Segment against Mixpanel. Nobody wanted the analytics tool. Everyone wanted the JavaScript snippet. That became the company.

"There's no universe where they would have made up the idea for Segment. They didn't know anything about analytics yet. They learned it by grinding for years on earlier ideas."

When to Pivot

Caldwell has a simple test. Look at how many growth ideas the founder still has. If they have a dozen things they haven't tried yet — keep going. Try them. Airbnb tried cereal, conventions, everything. They never ran out of ideas.

But if the founder's best suggestion is "maybe we should pay influencers or something" — that's a sign. When the ideas get that weak, it's time to try a new direction.

"When the founder's out of ideas on how to make it grow, that's usually a good time to pivot."