Ranking in Yandex depends on more than keywords and links. The search engine also looks at how real people interact with results: which page they choose, how long they stay and whether they go back to search for something better. These behavioral factors often decide which of two similar pages ends up higher.
What behavioral factors include
Usually they are divided into two groups. External signals describe what happens in search results: click-through rate, the last click in a session and returns to search. Internal signals describe what happens on the site: time on page, browsing depth, scrolling and actions such as filling out a form or adding a product to the cart.
Why they are useful
For the search engine, these signals are a way to check whether a page really solves the user’s task. Two pages may look equally relevant by text and links, but if visitors stay on one of them and leave the other within seconds, the difference becomes obvious. For site owners, behavioral data is just as valuable: it shows which pages work, where people get lost and what needs to be improved.
How to improve them
The most reliable way is to make the site convenient. Fast loading, a clear menu, readable texts and visible contacts reduce bounces. A good title and description in search results raise click-through rate. Internal links, related articles and useful blocks encourage visitors to view more pages. Some SEO specialists also work with these signals through dedicated services such as https://pf.mtools.one/, but such tools only make sense on top of a site that already meets user needs.
How to track progress
Yandex Metrica shows bounce rate, session length and depth, while Webvisor helps to see exactly where visitors stop scrolling or leave. Yandex Webmaster provides data on clicks and impressions in search. Comparing these numbers before and after changes is the easiest way to understand what actually works.
Behavioral factors are not a separate trick but a reflection of how good the site is for people. Improve the experience, and rankings usually follow.