The challenge
The data team and editorial staff at Turun Sanomat are seasoned smartocto users, but find number-heavy analytics overwhelming. The sheer volume of data (charts, reports, dashboards) makes it hard to see what actually needs attention, says Johanna Käkönen.
"We have a solid grasp of the user needs model, but we want to go further and say something meaningful about article quality. That's difficult when you're stuck staring at graphs and reports."
The improvement
"What we love most about smartocto is the actionability," says Johanna Käkönen. "The notifications are the most interesting part of the analytics system. They keep us sharp, always pointing us toward what matters, even before we've decided how to act on it."
One example: Turun Sanomat published an article about industrial waste mishandling near the local drinking water reserve. The smartocto notification flagged that the article was getting solid readership but fewer than expected click-throughs. Katariina: "The topic itself was something that should definitely get lots of clicks: a potential public hazard caused by local criminal activity. The notification helped us realize maybe there was something wrong with the presentation, and we quickly ran an A/B test on the headline."
That same instinct now shapes how Turun Sanomat thinks at a strategic level, too. "Decisions helps us think bigger about strategy," says Johanna Käkönen. "We broadly understand what it takes to improve our journalism - which topics resonate with our audience, which user needs are most popular. What's been valuable is getting week-after-week input that aligns with and reinforces our own thinking. It stops that understanding from getting lost in the day-to-day."