LinkedIn Comment Ranking Updates Boost In-App Conversations
LinkedIn Targets More In-App Conversations with Comment Focus
LinkedIn aims to increase in-app conversations through two updates that emphasize comment relevance. As reported on Threads by creator economy expert Lindsey Gamble, the platform recently announced a comment ranking update. This change displays post comments according to their relevance to each individual user.
LinkedIn will apply signals including professional interests, connections, and engagement activity. The goal is to surface more personally relevant comments in the feed and thereby increase interest in post engagement.

Additional Feed Changes for Timely Discussions
LinkedIn will also surface more timely and relevant discussions directly in the feed. This step is intended to encourage greater in-app discussions among members.
Q2 Metrics Highlight Growing Comment Activity
Comments have drawn increased attention after LinkedIn released a Q2 performance report earlier this month. The report showed an 18% year-over-year increase in time spent in post comments. This result indicated a potential opportunity to generate more engagement in-stream.
LinkedIn further reported that overall content consumption rose 10% year over year. The figures point to member interest in professional discussion and building connections within the stream.
Enhancing the relevance of comment displays could support these trends. Displaying more post comments in the main feed may also invite higher participation from members.
Balancing Authenticity Amid AI and Spam Concerns
These improvements remain effective only if artificial intelligence bots and engagement farmers do not overwhelm comment streams. LinkedIn is simultaneously cracking down on engagement pods and AI spam, particularly within comment sections. A significant portion of the reported rise in comment activity could stem from these tools.
LinkedIn has not released definitive statistics on the issue. However, an analysis by AI detection startup Pangram Labs, drawing on 57,000 public LinkedIn posts, found that 30% of all comments posted on LinkedIn between April and June this year were entirely AI-generated.
Such volume would account for the platform’s reported increase in comment activity. It has prompted LinkedIn to pursue methods that foster more authentic engagement while reducing inauthentic post replies.
like.tg continues monitoring social media platform updates of this nature.
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