Growth
Growth · ◉ Evergreen

The leak between the aha and the habit.

by · ·4 min·Working Theory

Activation gets a user to value once. Retention is them coming back on their own. Between the two is a stage most teams never instrument — and it's where the users you worked hardest to win quietly leak out.

Most growth teams can tell you their activation number cold. The percentage of new users who reach the “aha” — the moment the product’s value stops being a claim and becomes a thing that happened to them. The first sent message, the first synced repo, the first clip that actually rendered. Teams instrument it, obsess over it, A/B their way up it. And they should: a user who never hits value once is gone, full stop.

Then they’re surprised when the retention curve sags anyway.

Here’s the gap nobody put on the funnel diagram. Activation proves the value exists. Retention is the user coming back on their own, without a nudge, because the product has become part of how they do something. Those are two different achievements, and there’s a stretch between them that most teams never name and therefore never build: the stretch where a user who felt the value has not yet formed the habit of returning for it. Call it the handoff. It’s where the users you spent the most to acquire and activate quietly leak out — not because the product failed them, but because nothing turned a good first experience into a reason to come back on Tuesday.

the handoff AHA value, once leak HABIT on a cue returns on its own
Activation gets them to the peak. Retention is the loop on the right. The leak is the unbuilt bridge between them. Original diagram · Working Theory

The reason the handoff is hard is that a habit isn’t a feeling, it’s a loop. A one-time aha is an event; a habit is a behavior that fires on a cue, with enough ease and payoff that it repeats until it stops needing your prompt. Which means the handoff has structure you can actually build toward, and three questions worth answering out loud for your product:

What’s the cue? A habit hangs on a trigger that already exists in the user’s week — a moment, a context, an app they already open. If your product’s value shows up only when the user independently remembers you exist, you’ve bet retention on their memory, and memory is a bad bet. Find the recurring moment in their life that your value belongs to, and attach to it. (An earned, honest notification can be the cue — but a notification that fires without a real reason trains people to dismiss you, which is worse than silence.)

Is the second trip cheaper than the first? The first session is allowed to be effortful; the user was curious and willing. The return trip has to be lighter — their setup remembered, their context restored, the value reachable in one step instead of ten. If visit two costs as much as visit one, a satisficing user simply won’t make it.

Does the payoff land again, reliably? The aha was a peak. If the second visit is flat — no fresh value, nothing new that’s theirs — the loop never closes. The product has to keep returning something on each trip, especially early, while the habit is still soft.

And the measurement move that follows from all of this: stop letting activation be the last thing you instrument. A single aha is a thermometer, not a lever. The number that predicts a business is the second session, and the third, and whether the gap between visits is shrinking or stretching. Watch the handoff as its own stage — cohorts who activated, then came back on their own within the natural cycle of their use — and you’ll see the leak while you can still fix it, instead of reading it off a retention curve three months too late.

Activation is a promise the product keeps once. The habit is the product keeping it on a schedule the user no longer has to set. The teams that grow aren’t the ones with the best aha. They’re the ones who noticed there was a bridge to build after it.

Sources

  • Activation / 'aha moment' (growth practice)
  • habit as context-cued behavior (Wendy Wood & David Neal)
  • Lally et al. 2010 on habit-formation time

Liked this? Get the next one in Working Theory.

Going weekly in August (it's in beta now). One genuinely interesting read on building, the brain, and the science most people missed.

Subscribe →
Got a reaction, a counter-example, or something I missed? Reply by email — I read everything.
◉ join in

Where have you hit this — in a product you use, or one you're building?

Threads open here soon. For now, the conversation lives two clicks away — discuss on GitHub, or just reply by email. I read and answer everything.