🎯 Personalized News
Why Every Feed Is Unique
No two Headlinne feeds are the same. Learn what goes into building your one-of-a-kind feed and why uniqueness is the whole point of personalization.
By Headlinne Editorial Team · Updated on
A feed built for one person
Your Headlinne feed is assembled specifically for you, in real time, from the full pool of available stories. Another reader opening the app at the same second sees a different feed, because it is a product of your interests and your behavior—not a shared front page.
Uniqueness is not a side effect; it is the goal. A feed that matches you can only match you if it is genuinely yours.
What makes your feed distinct
Your feed is shaped by inputs including:
- Your learned topic and entity interests
- The articles you have read, skipped, and swiped on
- Your location, for regional relevance
- How recently and often you engage
- The exploration the system adds to discover new interests
Unique, but not narrow
A unique feed does not have to be a narrow one. Headlinne combines your personal signals with deliberate diversity and major stories everyone should see, so your feed reflects you without cutting you off from the wider world.
The result is a feed that feels personal and stays broad—tuned to you, but not trapping you.
How Headlinne builds it
Under the hood, Headlinne represents your interests as a taste vector and scores every candidate article against a weighted blend of signals—topic, entity, semantic similarity, location, freshness, and more—then mixes in exploration and diversity before ranking.
That per-user scoring, run fresh each time, is why your feed is unlike anyone else's. The Recommendation Engine articles break down the exact mechanics.
Key takeaways
- âś“Your feed is assembled specifically for you from the full pool of stories.
- âś“It is shaped by your interests, behavior, location, and engagement.
- âś“Uniqueness is the goal, but Headlinne keeps unique feeds broad with diversity.
Frequently asked questions
Why does my feed look different on another device?
Your feed follows your account, so signed in it should be consistent. Differences usually come from being signed out, a different location, or the freshness and exploration the system adds each session.
Related Headlinne features
Related reading
Continue learning
How Your Interests Are Learned
Headlinne learns what you care about from how you read, not from a questionnaire. Learn how your interest profile is built, updated, and used to shape your feed.
Feed Ranking Explained
What decides the order of your Headlinne feed? Learn, in plain language, how the ranking blends relevance, freshness, diversity, and exploration into your feed.
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