What is the difference between an insight and a piece of information?

Information is what you collected. Insight is what you now understand that you did not before, stated in a way that changes a decision. Discovery produces a great deal of the first and a small amount of the second, and the second is the only thing that compounds. The habit is to convert, deliberately, and to keep what converts.

Why does most user research never become insight?

Information is what you collected. Insight is what you now understand that you did not before, stated in a way that changes a decision. Discovery produces a great deal of the first and a small amount of the second, and the second is the only thing that compounds. The habit is to convert, deliberately, and to keep what converts.

How does a team make its learning compound over time?

Information is what you collected. Insight is what you now understand that you did not before, stated in a way that changes a decision. Discovery produces a great deal of the first and a small amount of the second, and the second is the only thing that compounds. The habit is to convert, deliberately, and to keep what converts.

Insight versus information · Product Discovery

§The last habit of mind is a distinction the original guide gestured at and this chapter makes explicit, because it decides whether a company's discovery accumulates or evaporates.

§ 15.1Two different things#

§Information is what you collected: the transcripts, the survey results, the analytics, the competitor teardown, the notes from the call. It is plentiful, it is cheap, and a startup can drown in it by week three.

§ is different in kind. It is something you now understand about the user, the problem or the market that you did not understand before, and that changes what you would do. Gary Klein, who spent a career studying how people arrive at insights, describes them as shifts in the story we tell ourselves about a situation: a connection noticed, a contradiction resolved, an assumption that turns out to be false. They are rare, they cannot be scheduled, and they are the only output of discovery that is worth anything.

§ 15.2Why most research stays information#

§Because conversion is work, and it is unglamorous work that happens after the interesting part. A team runs twelve interviews and feels it has learned a great deal. It has collected a great deal. The twelve transcripts sit in a folder, each one interesting, none of them read against the others. Nobody asked: what do these twelve have in common that we did not expect? Where do they contradict each other, and what would explain the contradiction? What did we believe before that we no longer can?

§Those questions are the conversion. Indi Young's work on and Teresa Torres's interview snapshots are both disciplines for forcing it: reduce each conversation to what mattered, then set the reductions side by side and look for the shape.

§The original guide named the two categories worth converting into. User insight: behavioral patterns, need statements, the contexts in which the problem occurs, the pains stated in the user's language. Market learning: where competitors are moving, what the industry is shifting toward, what regulation is about to change, what technology has just made possible. Both come from information. Neither is information.

§ 15.3Why insight compounds and information does not#

§Information decays. The interviews from March describe a market that has moved by September; the analytics from the old version say nothing about the new one. Insight, stated properly, outlives its evidence. "Users do not trust an answer they cannot trace to a source" was true of Perplexity's early users and is still true, though every one of the conversations that produced it is long stale.

§This is why the original guide talked about turning discovery from repetitive research into cumulative knowledge. A company with a folder of transcripts starts every quarter from zero. A company with a page of insights, each dated, each with the that produced it and the decision it changed, starts every quarter from everything it has ever learned.

§ 15.4The habit#

§Keep two documents. One is the raw material, and it can be as messy as it likes. The other is a single page: what we now understand, when we learned it, from what, and what it changed. Every unit of research either adds a line to the second document or it was not discovery. 's synthesis chapter is the mechanics. This chapter is the reason.

§Part IV is done. Part V is about how the judgment fails.

15. Insight versus information