Dzen Ranking Formula: Emotion Plus Benefit
Content platform algorithms rarely disclose their logic publicly, but sometimes a pattern becomes so obvious that it can be deduced independently by simply analyzing which materials consistently appear in recommendations. The Dzen ranking formula of recent months is precisely this: texts that simultaneously evoke an emotional response and provide the reader with concrete benefits outperform materials made under only one of these criteria in terms of reach. Let's break down what lies behind this combination, how it is reflected in the Dzen algorithm, and what needs to be changed in the approach to writing articles to get into the top recommendations more often.
Why the Dzen Algorithm Has Become More Demanding
Previously, many authors relied either on clickbait headlines with strong emotion or on dry, useful guides without any drama. Both approaches worked individually, but each had a ceiling: emotional texts quickly gained opens but failed in terms of read-throughs, while dry instructions were read to the end but did not spread well beyond the recommendation feed.
Dzen's ranking factors have changed so that the system now evaluates not individual metrics, but their combination. A publication that evokes emotion in the first paragraphs and confirms it with benefit in the middle of the text receives a higher quality rating than material made under only one of these parameters. This is a logical development of the Dzen algorithm: the platform strives to retain users longer, and the combination of emotion and benefit in Dzen copes with this task better than any of the components alone.
What is Understood by Emotion in Text
Emotional Dzen content does not necessarily mean drama or provocation. It can be surprise from an unexpected fact, recognition of one's own situation in someone else's experience, or a slight feeling of anxiety that the article promises to alleviate. The main difference from simple clickbait is that the emotion must be confirmed by the content, not left unanswered after the headline.
What is Considered a Benefit for the Reader
Useful content for the Dzen reader is a specific action, instruction, or conclusion that a person can apply immediately after reading. Abstract reasoning without a practical part lowers the article's rating even with a high emotional entry, because the reader closes the material without getting anything usable.
Dzen Publication Ranking: How It Works in Practice
Dzen publication ranking is based on a combination of behavioral signals: read-throughs, time on page, likes, comments, and returns to the channel. Previously, these metrics were largely evaluated in isolation from each other, but the current model links them through the prism of emotional engagement and practical value of the material.
If an article evokes a strong emotional response but provides no benefit, readers quickly read it, like it based on emotion, but do not return to the channel for new material — the algorithm records high engagement at the moment, but low loyalty over time. The opposite situation occurs with a dry, useful text without emotion: read-throughs are stable, but there are few likes and comments because the material doesn't captivate enough to share an impression. This is why articles where emotion serves as an entry into the topic, and benefit is the reason to stay and return, receive a more balanced set of signals and are promoted more actively.
How to Write Articles for the Dzen Algorithm
Let's look at practical techniques that help build the emotion-plus-benefit combination into the text structure, rather than leaving them as separate, unrelated blocks.
- Start with a personal story, a specific example, or an unexpected fact — this creates an emotional entry without artificial dramatism
- Transition from emotion to the practical part through a direct bridge: "here's what you can do in such a situation" works better than abstract generalizations
- Keep instructions specific — numbers, steps, deadlines convince the reader more than general advice
- Return to the emotional framework at the end of the text, completing the structure rather than abruptly ending the material with a dry conclusion
- Use subheadings that carry meaning themselves, rather than just serving as text markup
These techniques work in combination: if you remove the emotional part, the article turns into a reference book that rarely spreads beyond subscribers; if you remove the benefit, the material becomes entertaining reading with no reason to return to the channel later.
How to Get into Dzen Recommendations with the New Formula
How to get into Dzen recommendations is a question that concerns any author, regardless of the channel's topic. Given the updated ranking logic, it's important to look not only at the text but also at the first few hours of the publication's life, because it is at this stage that the algorithm collects primary signals to decide whether to promote the material further or not.
If an article is written according to the emotion-plus-benefit formula, but the initial reach is too small, the algorithm may not have enough time to accumulate sufficient data to understand the quality of the material. Here it is important to consider: the faster an article gains its first reactions — read-throughs, likes, comments — the sooner the system forms a positive assessment and begins to show the publication to a wider audience.
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