By Dario Cavallaro · Published · Updated
How the LinkedIn Algorithm Works
LinkedIn organises its feed using information about members, content and activity. Its public explanation describes relevance and filtering of low-quality or unsafe material. It does not establish a fixed sequence in which every post must pass an early timed test.
How the feed is personalised
- Member context. Professional profile information helps contextualise relevance.
- Content. Topic, recency and the nature of a conversation can inform recommendations.
- Activity. Viewing and interactions help personalise what a member sees.
The signals that matter
- Connections and interests. Your feed can include people you follow and relevant updates outside your network.
- Constructive discussion. Write a clear point that someone can respond to.
- Useful format. Choose text, a document or video because it helps explain the idea. No format guarantees reach.
What it means for how you post
Say something worth discussing: a specific lesson, an explained opinion or a useful example. Replace generic business clichés with details you can support. A distinctive voice helps readers understand your perspective. This is editorial advice, not a claim about a hidden ranking reward.
The honest version
The public guidance identifies categories of signals, not a formula that predicts every post. Keep a record of what you published, who responded and whether the response helped your goal. Use those observations to improve the next post without inventing an algorithm rule.
Sources and scope
Reviewed on 4 October 2026. LinkedIn: relevance and the member experience.
Frequently asked questions
Do comments matter more than likes on LinkedIn?
LinkedIn lists reactions, comments, shares and viewing activity among its signals. It does not publish a universal comments-over-likes weighting. Use replies to learn what people find useful rather than treating each interaction as a fixed score.
Does LinkedIn suppress posts with external links?
The public guidance reviewed does not establish a universal external-link penalty or a guaranteed first-comment workaround. Put the link where it helps the reader and compare relevant results from your own posts.
How long does the LinkedIn algorithm take to decide a post’s reach?
LinkedIn does not publish a fixed first-hour test or a deadline after which a post cannot reach more people. Avoid treating early engagement as a guaranteed distribution formula.