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How Swiping Improves Recommendations
Every swipe is a tiny lesson for your feed. Learn how Headlinne's swipe system turns quick gestures into sharper, more relevant recommendations.
By Headlinne Editorial Team · Updated on
Feedback in a gesture
Swiping is not just a way to move through stories—it is the fastest feedback you can give the recommendation system. Each swipe is a small, clear signal about what you want more or less of, delivered in the natural flow of reading.
Because swiping is effortless, it generates far more feedback than ratings or thumbs ever would, and richer feedback means sharper recommendations.
What a swipe teaches
Your swipes inform the system about:
- Topics you want more or less of
- Entities—people, companies, places—you care about
- Sources and framings you gravitate toward
- The kinds of stories you consistently skip
- How your interests shift over time
From swipe to better feed
Swipes update your interest profile, which reshapes how future articles are scored and ranked. A pattern of swiping toward a topic raises its weight; consistently swiping past something lowers it. Over many swipes, the feed converges on what genuinely holds your attention.
Importantly, skipping does not permanently ban a topic—Headlinne still explores, so a passing lack of interest does not erase a subject forever.
Why the swipe design matters
Beyond the signal it provides, Headlinne's finite swipe feed is a healthier way to consume news than a bottomless scroll—you move through a curated set with a natural end, rather than an endless stream engineered to trap you.
So swiping improves your recommendations and protects your attention at the same time. See the swipe-based news and behavioral-learning articles for more.
Key takeaways
- âś“Swiping is the fastest, richest feedback you can give your feed.
- âś“Each swipe teaches the system about your topics, entities, and preferences.
- âś“Swipes update your interest profile, but skipping never permanently bans a topic.
Frequently asked questions
Does skipping a story hurt my feed?
No. Skipping lowers a topic's weight slightly but never bans it. Headlinne keeps exploring, so a topic you skip today can still return if your interests point back to it.
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Does Skipping Articles Matter?
Skipping a story sends a signal—but a gentle one. Learn exactly how skipping affects your Headlinne feed and why it never permanently silences a topic.
Does Liking Articles Matter?
Engaging positively with a story tells your feed what you want more of. Learn how positive signals shape your Headlinne recommendations and how to use them well.
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