LinkedIn's 2026 feed is run by a different machine. The platform consolidated its ranking systems into a single large foundation model, reported at roughly 150 billion parameters, and moved from a social graph (who you know) to an interest graph (what you know). The results are measurable: average impressions have fallen roughly 63 percent since 2023 while engagement per post rose 12 to 39 percent. Fewer posts win, and they win bigger. Here is what the data says wins.
How distribution actually works now
When you publish, the algorithm shows the post to a small sample of your network and measures response quality in the first 60 minutes. Strong signals expand distribution to second and third degree audiences; weak signals kill it. The model narrows roughly 300 million candidate posts to about 2,000 per user using semantic embeddings, which means it reads what your post is about and matches it to people whose interests fit. A strong post can keep earning reach for weeks.
The signals that decide reach
- Dwell time is the primary quality signal. A post read for 15+ seconds earns an estimated 40 percent reach bonus, and 60+ seconds is the golden threshold. Reads of 0 to 3 seconds are labeled click bounces and bury the post.
- External links cost roughly 60 percent of reach, and the link-in-first-comment workaround is now detected and penalized. Deliver the value natively.
- Educational, knowledge-and-advice content earns 3 to 5x more reach than promotional or personal-update posts.
- Consistency in one topic lane matters, because the interest graph has to classify you as an expert in something specific before it can route your content to the right readers.
Formats, ranked by engagement
Two format notes worth knowing: most video is watched on mute, so captions and a visual hook in the first four seconds carry the dwell time. And polls generate engagement but not authority; use them to research your audience, not to build a reputation.
The weekly system that compounds
Rebuild the profile as a landing page
Every post is an ad for your profile. Headline states who you help and how, about section tells the proof story, featured section holds one clear next step. Until this is true, impressions are wasted clicks.
Post 3 to 5 times a week in one topic lane
Tuesday to Thursday mornings carry a statistical edge, but consistency beats timing. The interest graph rewards accounts it can classify.
Write for dwell time
A first line that earns the read, one idea developed properly, formatted to be scannable. No clickbait, because click bounces are now measured and punished.
Spend 20 minutes a day in comments
Comment under posts your buyers already read. Comments carry 15x weight and put your name in rooms your posts cannot reach yet.
Reply to every comment within the first hour
Replies extend the conversation, and conversation extends distribution. The first 60 minutes decide the post's ceiling.
What this produces
This is the system BlazeGEO runs on managed accounts: a near-dormant profile to 522,528 impressions in 90 days, and a completely dead account to 38,283 impressions in under 20 days, all organic. The full numbers are in our case study. Expect the first two weeks to feel quiet while the interest graph learns what you are, then a steep climb once positioning and rhythm lock in. Give the system 90 days before judging it.