🔬 LinkedIn Content Intelligence Report

We analyzed 22,634 posts from 838 creators - here's what actually matters (and what doesn't)

Report Generated: April 1, 2026
Data Range: January 15, 2014 → March 31, 2026

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📊 At a Glance

📈 Engagement Distribution

Minimum:     0
25th %ile:   7     ← Bottom quartile
Median:      32     ← Typical post
75th %ile:   139     ← Good performance
90th %ile:   538     ← Great performance
99th %ile:   3,885    ← Viral territory
Maximum:     35,086

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📋 Executive Summary

🎯 Key Discoveries

1. Analyzed 22,634 posts from 838 creators
2. Median post gets 32 engagement, top 10% get 538+
3. <1K creators have 4.45% engagement rate
4. "CURIOSITY GAP" hooks generate 11,218 avg engagement
5. Optimal word count: Very Long (350+) (51 median engagement)

🧪 Myths Tested

🧪 "Hashtags boost engagement" → BUSTED - Posts without hashtags perform equally well

✅ "Small accounts get better engagement" → CONFIRMED - Small accounts (<10K) have 813% higher engagement rates than large accounts (50K+). The myth is TRUE.

💡 Actionable Takeaways

1. Top 10% creators get 81.1x more likes per post
2. Use IMAGE format - it outperforms others
3. Start with curiosity gap hooks
4. Viral pattern: Sharp distinction that reframes a familiar idea

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📏 Engagement Benchmarks

Use these thresholds to evaluate your content performance:

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🏆 Top 10 High-Engagement Posts (By Engagement Rate)

Why these posts? Ranked by engagement rate (engagement ÷ followers), not raw numbers.
This surfaces exceptional content from creators of ALL sizes - not just mega-influencers.

#1: Jovan Kis

🔗 View Original Post on LinkedIn

Full Post Content:

Rezervisao sam hotel sa 8.5/10 🌟 na Booking-u.

WiFi nije radio.
Prozori se nisu otvarali.
A “5 minuta od centra” je bilo 25.

Sve je pisalo u review-ima.
Ali na stranici 47...

Problem nije što ljudi ne ostavljaju review-e.
Već što ih ima 800.

Ko ima vremena da pročita sve? Niko.

A jedna rečenica sakrivena na stranici 23 može da ti uništi odmor.

Izvolite TrueStay. Nalepiš link sa Airbnb-a ili Booking-a. AI pročita SVE review-e.

Dobiješ summary za 30 sekundi.
→ Da li je WiFi stvarno dobar?
→ Da li je komšiluk siguran?
→ Šta ljudi STVARNO kažu o hotelu?

Bez signup-a. Bez plaćanja. Samo odgovor. :)

Ne može da bude loše kad' je džabe...

Made with ❤️ from Europe.
https://truestay.me

Ako putuješ uskoro — probaj pre nego što bukiraš.

Ako znaš nekoga ko stalno putuje — podeli.

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#2: Carmelo Juanes Rodríguez

🔗 View Original Post on LinkedIn

Full Post Content:

This is so relatable and funny!

I love AI coding tools.

They're fast, creative, and can make your code look like art.

But the truth is, a lot of AI-generated code still doesn't work in production.

At Invofox, we see this every day.

We work with highly regulated, financially sensitive, and complex document workflows.

One small hallucination or parsing error can have massive downstream impact, so "almost right" != "good enough".

AI has made it easier than ever to build.

But making that AI production-grade, tested, compliant, explainable, and reliable is where the real engineering happens.

That's exactly what we focus on at Invofox: making AI work in production.

Beautiful code and AI means nothing if it breaks when it matters most.

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#3: Ingrid Rieken

🔗 View Original Post on LinkedIn

Full Post Content:

What can truly unite 15,000 employees?

At Everllence we are all for zero! 🫶

Today marks the launch of our new employer branding campaign. And ‘All for zero’ is more than just a tagline. It is a shared mindset that connects our pioneering spirit, our drive for excellence, and our deep sense of teamwork. It’s how we live our purpose: Moving big things to zero.

💬 Co-created with colleagues from around the world, this campaign is built on real voices and real stories. 
🌍 It’s designed to attract new talent – and to unite us as one team under our new brand Everllence. 
💙 As CHRO, I’m proud of this next chapter. Because a strong employer brand isn’t just about standing out. It’s about standing together.

👉 Watch the video and feel the energy of Everllence. Let’s give it all for zero.

#WeAreEverllence #MovingBigThingsToZero #AllForZero

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#4: Tomer C.

🔗 View Original Post on LinkedIn

Full Post Content:

David AI has raised a $50M Series B to establish the data layer for audio AI.

This round was led by Meritech, with participation from NVIDIA and our existing investors Alt Capital, First Round Capital, Amplify Partners, and Y Combinator.

Audio is the frontend interface for AI. Real-world AI-such as robots, wearables, personal assistants–runs on audio.

However, these systems need far more training data and evaluations. David AI exists to create that data–fueling the models that will bring these use cases to life.

David AI is an audio data research lab. To best serve our customers, we’re bringing a research-driven approach to dataset development.

If you’re excited about our mission, we’d love for you to apply. You can check out our open roles below.

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#5: Yanni Pappas

🔗 View Original Post on LinkedIn

Full Post Content:

I'm calling it right now. The biggest marketing shift in 2026 won't involve AI. It's something much simpler: things that are unmistakably real, honest, and human. Below are some of my favorite examples from 2025 that reflect this concept.

A24 put an "engagement announcement" in The Boston Globe to promote their upcoming film with Robert Pattinson and Zendaya, titled 'The Drama'

Hulu used real apples in grocery stores to promote Abbott Elementary with stickers slapped on the classic teacher-gift trope

Rachel Karten uses her own handwriting on simple objects, like napkins, to explain social media concepts on her Substack newsletter & LinkedIn

Workshop launched an old-school advice column site called 'Ask Devin' featuring Devin Owens giving real, human advice on internal comms questions

Ramp livestreamed Kevin from 'The Office' working inside a cubicle for 6 hours in the middle of NYC & put up physical flyers to promote the stunt

Canva staged a real billboard stunt, using humor to show when "make the logo bigger" goes a bit too far

Anthropologie started "selling" rocks in stores after a TikTok prank went organically viral

Call it the Analog Renaissance, call it guerrilla marketing, call it an OOH advertising comeback. This 'era' can be called MANY things. This era IS many nuanced things at once. The crave for IRL, tangible experiences, and feeling human again.

But one thing underpins it all. Christina Le calls it a shift towards "intellectual honesty." The idea of social going slow. Less rage bait, less AI slop, less "your attention span is cooked and here's content to perpetuate that brainrot."

The brands that win in 2026 will be the ones that understand that real attention is earned through real honesty.

And for that reason, I have hope for marketing this year.

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#6: Steef Coene

🔗 View Original Post on LinkedIn

Full Post Content:

Met mijn Cold Calling Script kreeg een klant 42 gekwalificeerde afspraken in 5 dagen.

En jij kunt 'm nu gratis ontvangen!

De meeste cold calling scripts zijn veel te lang, focussen op wat je moet zeggen, en hebben nauwelijks aandacht voor mindset.

Want laten we eerlijk zijn: cold calling lijkt op voorhand niet de allerleukste taak om te doen.

Totdat mijn klant 42 gekwalificeerde afspraken boekte en +10 deals sloot.

Het spelletje wordt leuker als je het snapt.

Ik heb nu de GPT Cold Caller Script gebouwd om jouw persoonlijke belscript te maken, terwijl je collega koffie zet.

Dit is wat je kan verwachten:
– Hoe in 3 stappen de gatekeeper jouw vriend wordt.
– De mindset truc die van cold calling je hobby maakt.
– Hoe je consistent afspraken boekt met beslissers.
– Hoe je bezwaren omzet naar JA'S

Kortom, een kort script die jou helpt om afspraken te boeken vanuit koude acquisitie.

Wil je de GPT Cold Calling Script ontvangen?

✅ Comment "Call"
✅ Connecteer met mij (anders kan ik je niks sturen)

Dan stuur ik je het script z.s.m. toe!

PS: Reageer je binnen 24 uur? Dan krijg je mijn exclusieve cold calling training cadeau t.w.v. €350

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#7: Joonhyeok Ahn

🔗 View Original Post on LinkedIn

Full Post Content:

In 2025, Claude became my co-founder.

Not an assistant. A system that runs 40% of my agency operations.

Here's the blueprint I wish existed 6 months ago.

Most people ask Claude questions.

I built Claude into my business infrastructure.

So I packaged everything into one resource.

What's inside:

→ Claude Projects Architecture
Structure that turns chaos into compound knowledge

→ Claude Code Setup
Deploy agents that write and execute code

→ Claude + n8n MCP
Build automations by describing them in plain English

→ Claude Skills Blueprint
Custom instructions that make Claude an expert in your domain

→ Query MCP + SEO MCPs
Connect Claude to live data sources for research at scale

Agencies charge $3K-8K to configure systems like these.

Took me 200+ hours to test and document.
Free for you.

1. Connect with me
2. Like + Comment "blueprint"
3. Repost for priority access

Happy New Year. Make 2025 the year you stop using AI like a search engine❤️

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#8: Dave Yang

🔗 View Original Post on LinkedIn

Full Post Content:

In 30: LinkedIn insights in 30 seconds or less.

Here are three numbers that matter for every B2B marketer:

86% of buyers already have a Day 1 list of brands before they enter the market.
3 brands make that list.
92% of buyers choose from it.

The lesson is simple:
Win before the funnel.
Show up early.
Stay memorable.

If you’re not on the Day 1 list, you’re not in the game.

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#9: Tom Crawshaw

🔗 View Original Post on LinkedIn

Full Post Content:

Anthropic just shipped Agent Teams into Claude Code and I put together a complete guide on how to install and use them.

The OpenClaw community was already doing this with custom skills and workarounds....

Anthropic noticed and made it native.

No plugins or setup hacks needed.

It's built right into the tool now.

Instead of one agent doing everything solo in a straight line, a lead agent now breaks your task into pieces, spins up multiple teammates, and they all work on different parts of your project at the same time.

One researches, one debugs, one builds.

They talk to each other, share findings, and coordinate through a shared task list without you having to manage any of it.

The guide covers:
→ What agent teams are and how they actually work
→ How they're different from sub-agents (and when to use which)
→ How to enable them in your settings in 30 seconds
→ How to start your first team and what to say
→ Best practices so you don't burn through tokens
→ The limitations you need to know before you start

This is one of those features that sounds small on paper but completely changes how you work with Claude Code once you start using it.

1️⃣ Connect with me
2️⃣ Comment "AGENT" and I'll send you the complete guide to your inbox

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#10: Marie Basler ☀️

🔗 View Original Post on LinkedIn

Full Post Content:

Aujourd’hui, j’aimerais aborder un sujet qui rythme ma vie depuis maintenant plus de 6 ans.

Il aura fallu un voyage à Lisbonne pour me pousser à rédiger ce post. Est ce que LinkedIn est le meilleur canal pour prendre la parole ? Dans mon cas, je pense que oui. 🧢 Ma casquette de communicante en santé justifie sûrement ce choix. Pourquoi en parler ? Sensibiliser. Informer. Démocratiser. Faciliter la vie des personnes atteintes de cette maladie.

Il y a 6 ans, on m’a diagnostiqué la maladie cœliaque, je me souviens encore de ma gastro-entérologue, peinée, qui me fit cette fameuse annonce : « Vous devez arrêter le gluten - à vie - sans jamais faire d’écart » ☝🏻 ⛔️

En quelques mots, la maladie cœliaque est une maladie intestinale chronique auto-immune qui entraîne une atrophie des villosités de la muqueuse intestinale suite à l’ingestion de gluten. Il se retrouve principalement dans le blé (ciao le bon 🥖), l’orge (bye bye les 🍻), le froment, le seigle, l’épeautre... Mais aussi, en raison de la récolte uniquement, dans l’avoine.

Le plus étonnant, c’est ce chiffre : 80 % des cœliaques ne le savent pas. Pour ma part, c’est grâce à une gastroscopie et plus particulièrement une biopsie, que le diagnostic a été posé.

Au quotidien, être cœliaque c’est :

• ne jamais pouvoir craquer sur les petits pains fraîchement amenés par les collègues le matin 🥐
• planifier sa journée pour être certaine de pouvoir manger le midi et laisser peu de place à l’improvisation, aux envies soudaines… comme craquer à une odeur de crêpe ou de gaufre dans les ruelles de #Strasbourg ❌
• prendre le temps 🔍de se renseigner sur les restaurants sans gluten lorsqu’on part en vacances et donc bien organiser son voyage
• être vraiment très heureuse de trouver un McDo sans gluten (dans les grandes villes mais jamais en France 🙃 - ou alors demander un burger sans pain 🎉)
• se sentir parfois mise de côté « mmmh c’est super bon ça t’en penses quoi ? » « ah ben non, tu peux pas en manger » «
  #Sansgluten ? On devrait dire sans gouten » 😒
• se rendre au restaurant, jamais totalement confiante, et poser toutes mes questions 🤔en essayant de ne pas m’excuser car au fond, je n’y peux rien, c’est ma santé : « vous cuisez vos frites dans une huile à part ? » « Est ce que vous ajoutez des oignons frits ? Souvent il y a du blé » « Et la sauce soja, est-elle sans gluten ? »
• ne pas toujours reconnaître mes symptômes
• à Strasbourg* chercher ses pizzas, tartes flambées, pâtisseries, éclair à la vanille… 🤤😋 sans danger (et forcément sans gluten) à la Boulangerie L'Eden Libre de Gluten, cette petite boulangerie place du temple neuf (merci d’exister ❤️)
• entendre les gens autour de moi me dire « je pourrais pas manger sans gluten, honnêtement à ta place j’aurai préféré ne pas le savoir »
• aller au restaurant et tomber sur des serveurs, sûrs d’eux, « y a du lait dans le plat, vous ne pouvez pas en manger » 🥛❌🌾 alors que le lactose n’a rien à voir avec le gluten
  AFDIAG

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1️⃣ Engagement Patterns

Comment-to-Like Ratio by Topic

High ratio (🔥) = conversation starters | Low ratio (👀) = passive consumption

Insight: Topics with high comment ratios (>0.3) are "conversation starters" that fuel the algorithm. Posts in these categories get more visibility because comments signal high engagement quality.

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Engagement Rate by Follower Tier

Does the "small accounts get better engagement" myth hold up?

✅ Myth Verdict: CONFIRMED

Small accounts (<10K) have 813% higher engagement rates than large accounts (50K+). The myth is TRUE.

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🏅 What Top Performers Do Differently

Comparing creator tiers by performance:

Key Insights from Top 10% Creators:

• 2.6x higher engagement rate than bottom 25%
• Average 2,756 likes and 322 comments per post
• Prefer TEXT format posts
• Average post length: 1,075 characters

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2️⃣ Content Structure

🎣 Hook Types That Work

First line patterns from top-performing posts:

Takeaway: CURIOSITY GAP hooks outperform by 705% compared to the lowest performer.

🎯 Hook Templates You Can Steal

Curiosity Gap: "I discovered something that changed everything about [topic]. Here's what nobody tells you..."

Emotional: "I almost gave up on [goal]. This is what kept me going..."

Contrarian: "Everyone says [common advice]. They're wrong. Here's why..."

Story: "3 years ago, I was [situation]. Then [catalyst happened]..."

List: "[Number] [things] that will [benefit]. (Number [X] changed my life)"

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📝 Word Count vs. Engagement

Is there a sweet spot for post length?

Finding: Very Long (350+) posts have the highest median engagement.

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📷 Format Performance

🏆 Best Format: IMAGE with 490 avg engagement

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#️⃣ Hashtag Impact Analysis

Do hashtags actually help? Here's what the data says:

Verdict: 🤷 Hashtags don't matter. Posts with 0 hashtags (37) perform about the same as posts with hashtags (37). Don't stress about them.

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3️⃣ Timing & Frequency

⏰ Best Time to Post (UTC)

Best Hours: 12:00, 16:00, 3:00 UTC

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📅 Best Days to Post

Best Days: Sunday, Saturday

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📊 Posting Frequency vs. Engagement

Does posting more often lead to better results?

📉 Quality > Quantity: Occasional (<1/week) posters have 4.8x higher engagement rates than Daily (7+/week) posters.

Why? Mega-accounts often post daily, diluting their per-post engagement. Creators who post less frequently tend to put more effort into each post - and the algorithm rewards quality over volume.

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🎯 Timing Verdict

Posting time matters for LinkedIn engagement here: results swing widely (152% variance), with standout hours at 12:00 UTC (465 avg), 16:00 UTC (430), 3:00 UTC (425), and 17:00 UTC (404), while 5:00 UTC severely underperforms (38). Prioritize posting around 12:00 to 17:00 UTC (and secondarily 3:00 UTC), and lean into Sunday (394) plus Saturday (330) or Wednesday (321) over Monday (166). This data does not support the myth that “any time works equally well” because engagement differs by several multiples depending on when you post.

Variance between best and worst times: 152%

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📈 Engagement Trends Over Time

How has engagement changed month-over-month?

Trend: 📈 Engagement is UP 123% over the past 12 months.

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4️⃣ Niche Deep Dive

🎭 Performance by Category (Top 20)

Top Performers:

1. Personal Development - 1,394 avg engagement
2. Leadership - 863 avg engagement
3. Entrepreneurship - 732 avg engagement

Highest Viral Rate: Social Media Marketing (9%)

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5️⃣ The Spicy Insights 🌶️

🎯 Underserved High-Opportunity Topics

Low competition + high engagement = opportunity

How Opportunity Score Works:
Opportunity = (Topic Engagement ÷ Average Engagement) × log(Average Posts Per Category ÷ Topic Posts)
Higher score = high engagement + low competition. A score of 30+ is exceptional.

💡 Example Post Ideas (Steal These)

Strategy: These topics are underexplored but audience interest is HIGH. Early movers win.

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🚀 What Makes Posts Go Viral

Key Insight: Viral LinkedIn posts deliver an instantly clear, specific worldview shift (often via a sharp distinction or human story) while flops sound generic, promotional, or unclear about who the post is for and why it matters now.

Viral Patterns Found:

1. Sharp distinction that reframes a familiar idea - People stop scrolling when you challenge a default assumption, then give a clean, memorable reframe they can repeat. Distinctions also invite comments because readers pick a side or share their own version.
2. Values translated into observable actions - Action language makes the post feel practical and credible. Readers can immediately audit their workplace or behavior, which increases saves, shares, and thoughtful comments.
3. Borrowed narrative with a human protagonist (relatable stakes) - A specific person with a specific dilemma creates emotional pull and curiosity. It also signals real-world relevance, not abstract hot takes.
4. Timely, high-signal update tied to a major moment - Big launches and major announcements reliably create urgency and broader distribution because the topic is already in the feed. When framed as the meaning of the news, not just the news itself, it travels further.
5. Native media or event context that adds credibility - Video and event references create trust cues and reduce the burden on the reader to believe you. They also increase dwell time, which tends to lift reach.

Common Mistakes in Flops:

1. Generic motivation without a concrete point - Vague platitudes feel interchangeable and give readers nothing to react to, disagree with, or apply. That suppresses comments and shares.
2. Promotional copy with no reader benefit or proof - Salesy language and brand-first framing triggers skepticism. Without a story, data, or a useful takeaway, people scroll.
3. Link-first or CTA-first posts (low on-platform value) - If the value is behind a link, the post itself feels empty. Many readers will not click, and the algorithm also tends to prefer posts that satisfy on-platform.

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Viral Patterns Identified

1. Sharp distinction that reframes a familiar idea (40% of viral posts)

   • “Kindness and niceness aren’t the same thing.” and “Culture isn’t what you say you value, it’s how people behave.”

2. Values translated into observable actions (30% of viral posts)

   • “Values only work when they’re written as actions, not ideals. Reward the behavior, and the culture follows.”

3. Borrowed narrative with a human protagonist (relatable stakes) (20% of viral posts)

   • Sharing “An 18-year-old’s dilemma: Too late to contribute to AI?” with permission from the author.

4. Timely, high-signal update tied to a major moment (20% of viral posts)

   • “Big day! We’re introducing Gemini 3...”

5. Native media or event context that adds credibility (20% of viral posts)

   • “Video from Urban Land Institute (ULI) 2024...” and “Video from Brilliant...”

6. Minimalist, punchy opening lines (strong first 2 lines) (50% of viral posts)

   • “Kindness and niceness aren’t the same thing.”

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📚 Methodology

Data Collection

• Source: ViralBrain harvested posts database (real LinkedIn data)
• Time Period: 1/15/2014 - 3/31/2026
• Total Posts: 22,634
• Total Creators: 838

Analysis Methods

• Quantitative: SQL aggregations, percentile calculations, correlation analysis
• Qualitative: GPT-4 pattern recognition on post content

Statistical Notes

• Median vs. Average: We use median for most comparisons as it's less affected by outliers
• Minimum Sample Size: 20+ posts required for category-level insights
• Percentiles: P50 = median, P75 = top quartile, P90 = top 10%, P99 = top 1%

Limitations

• Data limited to posts scraped by ViralBrain users
• Engagement metrics are point-in-time snapshots
• Category classifications are AI-generated
• Sample size varies by niche (minimum 20 posts required)

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This report was generated on April 1, 2026 by ViralBrain Analytics.

For questions or feedback, contact the ViralBrain team.