The False Signal of Growth
The projector hums with a low-frequency whine that resonates in my teeth, and my left arm is currently a block of cold, tingling wood. I slept on it wrong-crushed under the weight of my own head for six hours-and now the pins and needles are competing with the CTO’s voice for my undivided attention. He is pointing a laser at a chart showing a 21% spike in Daily Active Users (DAU). The red dot dances over the peak like a frantic firefly. Everyone in the room is nodding. There is a palpable sense of relief in the air, the kind that only comes when the numbers allow you to stop thinking for a moment. They see growth. They see a trend line that validates the last 11 months of grueling sprints and late-night pizza. They see success.
I see a funeral. Specifically, the funeral of a product that used to actually help people do something. Behind me, the lead designer is staring at her lap, avoiding eye contact with the board. She knows what I know. That 21% jump didn’t happen because we made the software better. It happened because we added a predatory ‘daily streak’ mechanic and a notification engine that pestered users 31 times a day until they clicked just to make the red dot go away. We didn’t create more value; we just created more noise. And the noise is being misread as music.
The Misread Metric
We are measuring how long people stare at the menu, and we are celebrating because they haven’t started eating yet. The gaming industry perfected this particular brand of misery a decade ago. But in the world of productivity software, this is a slow-acting poison. When you optimize for the time a user spends inside your walls, you are inherently optimizing against their efficiency.
The Scalpel Turned Playground
Noah J.-C. is a friend of mine, though I use the term ‘user’ when I’m in these meetings to keep things professional. Noah is an archaeological illustrator. He spends his days in a climate-controlled room, hunched over high-resolution scans of 4001-year-old ceramic fragments. He uses our software to trace the faint, weathered indentations on Bronze Age pottery, turning jagged shadows into clean vector lines that tell stories of forgotten civilizations. To Noah, the software is a scalpel. Or it was.
The Work
Tracing shards.
The Fluff
5-day streak pop-up.
He had to click through three different screens of ‘engagement’ fluff before he could get to the actual canvas. His frustration isn’t captured in the 21% spike. In fact, his frustration is the reason for the spike. He spent 11 minutes longer in the app today not because he was being productive, but because he was fighting the UI to find the ‘hide’ button for the social feed.
The Ghost in the Machine: Measuring Panic
Session Duration (Due to Bug)
VS
DAU Spike (Due to Nudge)
We were literally measuring their panic and calling it love. This is the mutual hallucination of the modern tech company. We create a metric, we name it something positive, and then we worship it until we’ve forgotten what the user actually wanted to achieve in the first place.
The Metrics Are a Ghost in the Machine
There is a specific kind of arrogance in thinking we know what ‘good’ engagement looks like for every person. For an archaeological illustrator, success is spending as little time in the software as possible because the work is finished perfectly. For a writer, success might be a session that lasts 101 minutes of pure, uninterrupted typing. For a project manager, it might be 11 seconds to check a status and leave. But our current dashboard treats all these people as a monolithic block of ‘active time.’
The True Definition of Success
We are building systems that are brilliant at appearing successful while they are actually failing the people they serve. It reminds me of the way infrastructure is often managed in rapidly growing cities. You see a road that is always packed with cars, and the planners call it a ‘high-utilization corridor.’ But if you talk to the people in the cars, they’ll tell you the road is a disaster. The ‘engagement’ is actually a symptom of systemic failure. True success often looks like quiet efficiency rather than loud, bloated metrics.
When we look at how specialized markets or regional hubs operate, like the way νλΌμ‘΄μ½λ¦¬μ manages its focused niche, we see that true success often looks like quiet efficiency rather than loud, bloated metrics.
The Moment of Clarity
I tried to bring this up during the meeting, but my arm was still asleep, and I had to awkwardly shake it to get the blood flowing. The movement caught the CEO’s eye. He thought I was raising my hand to cheer. ‘Exactly!’ he shouted, pointing at my limp, tingling hand. ‘The momentum is incredible!’
I’m just trying to draw a bowl, man.
– Noah J.-C., The Ultimate Indictment
We have created a world where the data has become a character in the story, but it’s an unreliable narrator. It tells us that everything is fine because the numbers are up, but it doesn’t tell us that the users are grinding their teeth. He would gladly pay $141 for a tool that leaves him alone. Instead, we are giving him a tool that is free (or cheap) and demands his soul in 11-second increments.
The Terminal State of Engagement Optimization
100% Engaged
Audience Size
0% Value
World Contribution
If you optimize for engagement long enough, you will eventually get exactly what you asked for: a user base made up entirely of people who have nothing better to do than click buttons in your app. The professionals will have all left.
Listening to the Silence
We spent the next 51 minutes arguing in a smaller room. It wasn’t about data anymore. it was about what kind of company we wanted to be. We talked about the difference between a tool and a toy. By the end of it, the air felt different. Less like a hallucination, and more like a recovery. I went back to my desk and sent Noah a message. ‘The update next week will have a Zen mode. No streaks. No boards. Just the canvas.’
The Final Metric
The single emoji response.
It was the only metric that mattered all day.
Most of the time, we are so afraid of the numbers going down that we forget the numbers are just a proxy for human behavior. And humans are tired. They just want to draw their pottery shards. If your product doesn’t help them do that, then your 21% growth is just a countdown to your own obsolescence.
The pins and needles in my arm are finally gone, replaced by a sharp, clear coldness. It’s time to stop measuring the noise and start listening to the silence of a user who is actually getting work done.
