For specialists who must repeat their core message, making a game out of it—like using a new metaphor or a dare word from a friend—can keep it fresh. Remember that the audience is constantly changing, so what feels repetitive to you is often new to them.
Modern AI systems determine authority by analyzing the breadth and originality of your content on a topic. Simply reposting similar content is ineffective. To win, you must explore many sub-topics and angles within your expertise, signaling true depth to the AI.
Effective June 22nd, creators can no longer "go live" on LinkedIn without first scheduling the event. This change likely reflects that scheduled events get higher viewership, as professionals need advance notice to block time on their busy calendars.
LinkedIn's algorithm is now a unified AI brain that understands semantic meaning, not just keywords. It surfaces content based on user interests, similar to TikTok, showing posts from people you don't follow and shifting from a connection-based to a discovery-based feed.
By associating creators with specific topics, LinkedIn's updated algorithm gives greater reach to specialists who consistently post about their niche. Generalists who cover many topics may see their reach fragmented across different, non-overlapping audiences for each post.
Metrics show content with "invisible interactions" (clicks, carousel swipes, video views) performs significantly better. These actions signal deep engagement to the algorithm, boosting reach even without traditional likes or comments, which are declining in importance.
According to a LinkedIn product head, the algorithm's main virality mechanism is "comment density." It favors posts that spark substantive, multi-reply conversations over those with many superficial comments like "nice post." Marketers should aim to create deep dialogues.
Poorly performing posts can often be salvaged by rewriting the hook. The goal is to entice the reader to click "...see more," an invisible engagement metric that signals interest to the algorithm. Story-based or revelation-style openings are particularly effective at this.
Research shows a post's vitality is determined quickly, as half of its total impressions are served in the first two days. This means marketers must prioritize responding to comments immediately after posting to signal engagement and fuel the algorithm for maximum reach.