·6 min read

Dashboards nobody opens

Every dashboard follows the same curve: a launch spike, then silence. Play with the model to see why pushing the insight beats waiting for the click.

I have shipped a lot of dashboards. The good ones and the bad ones share a usage curve: everyone opens it the week it launches, and almost nobody opens it a month later. The dashboard did not get worse. The habit never formed.

People reached per day, 90 days after launch

Illustrative model. Drag the sliders.

010203040day 0day 30day 60day 90

Launch week

Everyone opens the new dashboard. Curiosity is a strong motivator for about six days.

Then the habit never forms

A dashboard is a pull mechanism. Remember it exists, decide it is worth a tab, log in, interpret. Every step loses people, and a URL does not fight back.

Deliver the same numbers instead

A pushed summary shows up where the reader already is. Reach is whatever fraction of the team reads Slack or email, which is most of them.

Cadence is the trap

Push has its own failure mode: fatigue. Switch to weekly and the reach holds. Daily only works when something actually changes daily.

Play with it

Drag team size and cadence. The model is illustrative; the shape is what every dashboard I have shipped looks like.

What the curve says

~6 days

half-life of launch curiosity

in the model above

8%

of a team with a real weekly habit

the flat tail, illustrative

72%

reach of a delivered summary

people who read Slack anyway

Why push works, and where it breaks

A pushed summary shows up where the reader already is. No decision to open, no login, no interpretation. The reach is whatever fraction of the team reads their inbox or their Slack, which is most of them.

Push has its own failure mode: fatigue. If every message says the same thing, people stop reading. That is the slow downward drift in the model, and it is why the cadence slider matters. Daily works when something actually changes daily. Weekly is usually the honest answer.

The fix for fatigue is not sending less. It is sending only when there is signal. A summary that says “nothing moved” once is fine. Ten of them in a row train the reader to ignore you.

The dashboard is not dead

It is just not the front door anymore. The dashboard is where you go after the summary tells you something is off. It is the second click, not the first. Design it for that: fewer tiles, deeper drilldowns, and a link from every pushed insight straight to the relevant view.

What to do this quarter

Once you have done that, you will know which dashboards to keep, and which were only ever a launch spike.

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