Generate viral hooks, score your posts, decode the 2026 algorithm, plan your week, and audit your profile.
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Pick your niche and style. Get 5 scroll-stopping hooks.
Paste your post. Get scored on the 2026 algorithm signals.
LinkedIn moved from a Social Graph to an Interest Graph. Content is judged on merit, not follower count.
Seconds spent reading. Click "see more" + 45s read = massive signal.
10+ word comments that trigger replies. Multi-threaded discussions.
Tells the algorithm "reference material." Huge for educational content.
Weakest signal. Vanity metric in 2026.
AI scans for spam, engagement bait, semantic depth. Low-quality gets throttled before anyone sees it.
Goes to 2-5% of your 1st-degree. If dwell time + comments are strong, you pass. If not, the post dies.
Maps your content to professionals across the platform who consume similar topics. Even if zero mutual connections.
Quality discussion days after publishing pushes it back into feeds. Contrarian takes trigger this.
~60% reach penalty. Put links in the first comment or bio.
Posting too often is flagged as automated. 3-4 posts/week is optimal.
Every swipe is an interaction. Use 7-10 slides max.
76% of 5K-to-25K accounts in Q1 2026 grew via strategic commenting.
"Like if you agree" is flagged by NLP. The algorithm checks semantic depth.
Long enough for dwell time, short enough for mobile. Structure: 2-3 sentences per paragraph.
Optimal schedule based on 2026 algorithm patterns.
After you publish, the first 60 minutes decide everything.
Paste a post. Get 3 natural comments (10+ words for algorithmic weight).
Your profile is your landing page. Check every box.
What actually works in 2026. No theory.
Share real metrics, wins and failures.
Teach something complex simply. Save magnet.
Show what you built. End with a CTA.
Polarizing = comments. Comments trigger Momentum Model.
First 3 lines before "see more" decide if anyone reads. Create ONE tension: a contradiction, a surprising number, or an unfinished story. If they do not click "see more," dwell time = zero = dead post.
After inactivity, LinkedIn shows you to almost nobody. Weeks 1-3: post personal stories that activate your close network. Once you get consistent 1st-degree engagement, the algorithm tests you with 2nd-degree.
Do not try to tell your journey + list mistakes + give lessons + pitch in one post. Each post makes ONE point well. Single-idea posts generate higher dwell time and more saves.
Comment on 10-15 posts daily from people with bigger audiences. A thoughtful comment on a viral post introduces you to their audience. 76% of accounts that grew 5K to 25K+ in Q1 2026 used this as their primary tactic.
One repost from the right person changes the entire distribution tier. Tag influencers only when content genuinely involves them. If they engage, the algorithm maps your content to their audience via the Interest Graph.
No em dashes. No "here are X things I learned." No "leverage," "ecosystem," "landscape." LinkedIn NLP checks semantic depth. Write short. Write messy. Write human.
When someone comments, follow up privately. New connection? Message within 24 hours. These touchpoints build relationship depth signals the algorithm uses to show your content to them.
Long enough for dwell time, short enough for mobile. Structure: short paragraphs (2-3 sentences), one idea per line, white space for scannability.