ITavisen.no · Case Study

The Algorithm Never Sleeps

ITavisen.no is primarily run by a single journalist. One of the most important effects they saw with Front Studio was that during periods when he wasn't working or publishing new stories, the site previously experienced major drops in CTR.

With Front Studio in place, personalization ensures that the top of the page always features something new and interesting. Older articles are automatically recycled and re-ranked for returning visitors, so each visit feels fresh — even on weekends.

+19.6%
CTR increase
34K → 44K
Daily pageviews
~0
Weekend dips
The problem

The weekend cliff edge

When a site is run by a single journalist, weekends become a vulnerability. No new articles means the front page goes stale — returning readers see the same stories, lose interest, and click away. CTR plummets every Friday night.

Before Front Studio, ITavisen's CTR would regularly drop from ~55% on weekdays to as low as 26–30% on weekends — a drop of nearly half.

Weekends without Front Studio
~28–32% CTR
Nearly half of weekday performance
Weekends with Front Studio
~47–50% CTR
Almost on par with weekdays

Daily CTR — ITavisen.no

Feb 3 – May 13 · The weekend dips disappear after Front Studio launch

Before Front Studio
After Front Studio
03.Feb17.Feb03.Mar17.Mar31.Mar14.Apr28.Apr12.May20355070
03.Feb↑ Front Studio live13.May
Long-term impact

A floor that keeps rising

The weekly view tells an even more compelling story. Not only did the weekend dips almost vanish — the overall CTR has continued to climb steadily week after week since Front Studio went live. What was once a volatile baseline is now a consistently rising trend.

Weekly CTR — ITavisen.no

Week 49/2023 – Week 47/2025 · Sustained growth after Front Studio

49-2312-2427-2442-2405-2520-2535-253545556575Front Studio
Week 49/2023↑ Front Studio liveWeek 47/2025

Higher ceiling

CTR has grown from an average of ~47% to over 70% — and it's still rising. The algorithm continuously learns what resonates with returning readers and surfaces the right content at the right time.

Higher floor

The violent weekend dips have almost entirely disappeared. Even when the journalist isn't publishing, the front page stays fresh and engaging — because old articles get recycled and re-ranked for users who haven't seen them yet.

How it works

Why the algorithm doesn't need sleep

01
Every visitor gets a personalized view
Front Studio tracks what each reader has already seen. When they return — even on a Sunday morning — they're served stories they haven't read yet, making the front page feel fresh without any new publishing.
02
Smart article recycling fills the gaps
A strong article from two days ago doesn't disappear just because it's old. Front Studio re-ranks it for readers who missed it, effectively extending the life of every piece of content.
03
The algorithm optimises around the clock
With no human intervention needed, the system continuously adjusts rankings based on real-time engagement signals — so performance keeps improving even while the newsroom sleeps.
04
Editors stay in control
When the journalist returns Monday morning, they can pin breaking stories, override rankings, or adjust the editorial mix. The algorithm handles the quiet hours; editors own the big moments.
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With Front Studio, personalization ensures the top of the page always features something new. Older articles are recycled and re-ranked for returning visitors, so each visit feels fresh.
ITavisen.no
Front Studio case study

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