Smart Recommendations
The engine that knows your readers better than they do.
Serve the perfect mix of trending news, deep-dive features, and personalized interests in real-time.
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8k readsSmart Modules Library
The building blocks of a high-engagement newsroom. Mix and match our pre-built modules to create the perfect reading experience.
Recommended for you
Deep 1-to-1 personalisation based on real-time interest profiles and browsing behaviour.
Use cases
Continue reading
Seamlessly re-engage users by surfacing articles they started but didn't finish.
Use cases
Editor's pick
Manual editorial selections enhanced with Froomle's intelligence to ensure maximum visibility.
Use cases
From Your Region
Surface local stories that matter most based on the reader's geographic location.
Use cases
You may have missed
Discover high-quality content that skipped the user's feed but matches their deep interests.
Most Frequently read
Leverage social proof by displaying trending content across your entire platform.
Use cases
Topical recommendations
Thematic clusters that allow readers to dive deeper into specific subjects of interest.
Use cases
Similar Articles
Context-aware suggestions at the end of every article to keep the reading loop going.
Use cases
Topic ranking
Intelligent weighting of content categories to balance breadth and depth for every reader.
Use cases
Smart Layout Optimization
Don't just personalize the content within the blocks-personalize the order of the blocks themselves. Froomle analyzes which sections each reader engages with most and automatically floats them to the top.
Dynamic Hierarchy
If a user consistently scrolls past "Financial" to get to "Sports", Froomle will prioritize the Sports block for their next visit.
Why it works
It's not just "algorithms". It's a purpose-built system for newsrooms that balances editorial voice with user engagement.
Real-Time Context
We update user profiles instantly. If a reader clicks a 'Sports' article, their next recommendation immediately reflects that interest.
Automated Trending
Identify viral stories faster than any human editor. Automatically surface breaking stories to the top of the 'For You' feed.
Editorial Control
You define the mix. 50% personalized, 30% trending, 20% editor's picks. You stay in control of the front page.
How it works
Every reader who lands on an article faces the same choice: keep reading or leave. That choice repeats with every article — and compounds. A small CTR improvement, applied at every step of every session, translates into significantly more pageviews per month.
Works best with
Smart Presentation
Recommendations surface the right article for each reader. Smart Presentation ensures that article arrives with the presentation most likely to earn the click. The two modules compound each other's impact.