By Arunachalam S
LinkedIn: linkedin.com/in/arunachalam-numismatician
21,000+ followers. Real growth. Real strategy.
The LinkedIn algorithm prioritizes completely different things now:
Engagement by Format (2025):
Carousel posts: 24.42% average engagement
Multi-image posts: 6.60% engagement
Text posts: 6.67% engagement
What the Algorithm Values:
Dwell time (how long people stay on your post)
Comments over likes (15x more valuable for reach)
First 60-120 minutes (this window decides everything)
Native content (no external links in posts)
Real conversations (not engagement bait)
Headline Structure: [What You Do] | [Who You Help] | [Unique Angle]
Your headline shows up everywhere on LinkedIn. Make it count.
About Section:
Lead with why, not what
Include proof points
End with how people can work with you
Featured Section:
Your best posts
Projects you've shipped
Social proof
Carousels dominate because they increase dwell time. Simple as that.
Structure:
Slide 1: Hook (stop the scroll)
Slide 2: Proof/credibility
Slides 3-8: One insight per slide
Final slide: Question that drives comments
Specs:
1080 x 1080px or 1080 x 1350px
Upload as PDF
6-10 slides optimal
Keep text minimal
Why They Work: People swipe through them → more time on post → algorithm pushes it harder.
Most LinkedIn posts fail in the first line. The hook determines if people stop scrolling.
What Makes a Strong Hook:
Bold statement that challenges assumptions
Surprising stat or number
Provocative question
Personal admission or vulnerability
Pattern interrupt
Example Hooks:
"I wasted 6 months building something nobody wanted."
"LinkedIn's algorithm changed. 90% of advice is now wrong."
"21K followers taught me this isn't about followers."
The first 3 lines show up in the feed. Make them count.
Most posts don't have a clear call-to-action. Or they have weak ones.
Weak CTAs:
"What do you think?"
"Thoughts?"
"Agree?"
Strong CTAs:
Ask a specific question related to your post
Invite people to share their experience
Request actionable input
Challenge them to try something
The CTA determines if you get comments. Comments determine reach.
When you post, the algorithm tests it with a small audience. Their response determines if it goes wider.
What to do:
Reply to every comment immediately
Ask follow-up questions in your replies
Tag relevant people to expand reach
Add value in comments, don't just thank people
Comments signal quality. The more conversation in the first 2 hours, the more reach you get.
The Formula:
Hook (first 3 lines)
Context (why this matters)
Value (the actual insight/lesson)
Proof (data, example, result)
CTA (specific question)
Common Mistakes:
Too long (1500+ words)
No line breaks (wall of text)
Buried lede (hook is weak)
No clear takeaway
Generic CTA
Missing emotional element
This is where most people fail. They write, but they don't write for LinkedIn.
Here's the problem: You know what to say, but you don't know how to say it for LinkedIn.
PostAutopsy is the brutally honest LinkedIn editor.
What it does:
Analyzes your post for hook strength
Rates clarity, novelty, emotion, structure
Identifies weak CTAs
Rewrites content for better engagement
Optimizes scannability
Inserts CTAs strategically
Shows you exactly what's wrong (and how to fix it)
Why it matters:
Gives you a score out of 10 before you post
Roasts your content (so LinkedIn doesn't)
Rewrites in real-time using AI
Helps you write better hooks
Ensures every post has a strong CTA
Learns what works for your audience
The difference between a 6/10 post and a 9/10 post is engagement. PostAutopsy helps you hit 9/10 consistently.
Example: You write: "Today I launched my new product. Check it out!"
PostAutopsy scores it: 3/10
Hook: Weak (no emotional pull)
CTA: Missing (no engagement driver)
Structure: Poor (no value provided)
PostAutopsy rewrites it: "I spent 4 months building in silence. Today, real users are using it.
The feedback is already making me rethink everything.
Here's what I learned about building in public vs building in private..."
Score: 8.5/10
That's the difference between 12 likes and 200 comments.
Before you post:
Write your draft
Run it through PostAutopsy
Check the score (Hook, Clarity, Novelty, Emotion, Structure, CTA)
Read the roast (it's honest)
Use the AI rewrite suggestions
Adjust based on feedback
Post when it's 8+/10
This takes 5 extra minutes. It multiplies your results.
30 minutes daily:
Morning (15 min):
Comment thoughtfully on 5-10 posts in your niche
Not "great post" — add perspective, share experience, build on their idea
When you post (first 2 hours):
Reply to every single comment
Keep the conversation going
This is non-negotiable
Good comments add value. Generic ones hurt you.
Post Types:
Frameworks and breakdowns
Lessons from failures (these outperform wins)
Behind-the-scenes of building
Data and insights
Contrarian takes (if you can back them up)
What Doesn't Work:
"Agree?" posts
Engagement bait
Links in the post body (add in first comment)
10+ hashtags
Corporate speak
Daily posting without value
Posting Frequency: 3-4x per week beats daily posts with no strategy. Quality matters more.
LinkedIn's algorithm in 2025:
Rewards:
Time on post (dwell time)
Meaningful comments
Consistent creators
Native content
Real conversations
Strong hooks
Clear structure
Emotional connection
Punishes:
Engagement bait
External links in posts
Irregular posting
Generic content
Shallow interactions
Weak hooks
Missing CTAs
Poor scannability
The goal isn't virality. It's building an engaged audience that actually cares.
Every great LinkedIn post has three elements:
1. Hook (First 3 Lines) Stop the scroll. Make them want more.
2. Content (The Value) Teach something. Share something. Make it worth their time.
3. CTA (The Engagement Driver) Ask something specific. Drive conversation.
PostAutopsy analyzes all three. Most tools just let you write. PostAutopsy makes you better.
When someone views your profile:
Look at their recent posts
Leave a real comment (not generic)
Send connection request with context
Reference something specific
40-60% accept rate when done right.
❌ Posting without a strong hook ❌ No clear CTA ❌ Wall of text (poor scannability) ❌ Generic opening lines ❌ Weak emotional pull ❌ Not testing before posting ❌ Ignoring the first 2-hour window ❌ Selling before providing value ❌ Not replying to comments ❌ Writing for yourself, not the audience
If I started from 0 today:
Use PostAutopsy for every single post (no exceptions)
Start with carousels only (highest ROI format)
Comment more than I post in month 1
Focus on one niche topic
Never post without checking the hook score
Reply to every comment, no exceptions
Ensure every post has a strong CTA
Ignore follower count, track comments per post
Be more specific, less generic
Stay consistent for 90 days minimum
Track:
Comments per post (not likes)
Profile views trend
Connection request acceptance rate
Real DM conversations
Content saves
Hook scores (via PostAutopsy)
Ignore:
Total impressions
Follower count (early on)
Likes without comments
Vanity metrics
Week 1:
Optimize profile completely
Write 3 posts, run through PostAutopsy
Post only 8+/10 scores
Comment on 50 posts
Month 1:
12-15 posts (all vetted by PostAutopsy)
30 min daily engagement
Track what gets comments
Month 3:
Double down on what works
Build posting rhythm
Start seeing inbound
Refine based on PostAutopsy insights
This isn't complicated. It's just execution.
LinkedIn in 2025 rewards:
Strong hooks over generic openings
Clear CTAs over "what do you think?"
Value over volume
Conversations over broadcasts
Consistency over viral moments
Structure over word vomit
Carousels over other formats
Comments over likes
The strategy is simple. The execution takes discipline. And the writing needs to be sharp.
That's where PostAutopsy comes in.
It's the brutally honest editor that tells you what's wrong before LinkedIn does. It helps you write hooks that stop the scroll. It ensures every post has a CTA worth engaging with. It scores your content so you know if it's ready.
Most people post and hope. PostAutopsy lets you post with confidence.
Connect: linkedin.com/in/arunachalam-numismatician
Tool: PostAutopsy — The brutally honest LinkedIn editor. Write better. Get more engagement.
No hacks. No shortcuts. Just what works.
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sure mate
Give a try to my Reddit Extension. It's a Chrome extension called Pulse of Reddit that basically acts like my own alert system for Reddit.
Anytime someone posts something with keywords I care about like 'looking for a designer' or 'best SEO tool' it pings me right away. It’s saved me so much time and helped me hop into threads while they’re still fresh.
If you’re tired of manual digging and want to catch those conversations early, I’d really recommend giving it a look.
It’s free to start and super simple to set up.
Website:
pulseofreddit.com
21k followers & $100 MRR.
Something is wrong.
Give a try to my Reddit Extension. It's a Chrome extension called Pulse of Reddit that basically acts like my own alert system for Reddit.
Anytime someone posts something with keywords I care about like 'looking for a designer' or 'best SEO tool' it pings me right away. It’s saved me so much time and helped me hop into threads while they’re still fresh.
If you’re tired of manual digging and want to catch those conversations early, I’d really recommend giving it a look.
It’s free to start and super simple to set up.
Website:
pulseofreddit.com
thanks for sharing mate
Give a try to my Reddit Extension. It's a Chrome extension called Pulse of Reddit that basically acts like my own alert system for Reddit.
Anytime someone posts something with keywords I care about like 'looking for a designer' or 'best SEO tool' it pings me right away. It’s saved me so much time and helped me hop into threads while they’re still fresh.
If you’re tired of manual digging and want to catch those conversations early, I’d really recommend giving it a look.
It’s free to start and super simple to set up.
Website:
pulseofreddit.com
thanks for the playbook ! this is really useful
Give a try to my Reddit Extension. It's a Chrome extension called Pulse of Reddit that basically acts like my own alert system for Reddit.
Anytime someone posts something with keywords I care about like 'looking for a designer' or 'best SEO tool' it pings me right away. It’s saved me so much time and helped me hop into threads while they’re still fresh.
If you’re tired of manual digging and want to catch those conversations early, I’d really recommend giving it a look.
It’s free to start and super simple to set up.
Website:
pulseofreddit.com
"Great breakdown, Arunachalam! The shift in engagement formats for 2025 is a eye-opener, especially the 24% average on carousels. As a founder building in the digital services space, I've realized that authenticity beats everything on LinkedIn. Quick question—do you find that personal stories perform better in carousels compared to pure educational content? Thanks for sharing the playbook!"
Give a try to my Reddit Extension. It's a Chrome extension called Pulse of Reddit that basically acts like my own alert system for Reddit.
Anytime someone posts something with keywords I care about like 'looking for a designer' or 'best SEO tool' it pings me right away. It’s saved me so much time and helped me hop into threads while they’re still fresh.
If you’re tired of manual digging and want to catch those conversations early, I’d really recommend giving it a look.
It’s free to start and super simple to set up.
Website:
pulseofreddit.com
it depends on the pure age and audience you have in your account , if your account has a general audience , personal stories perform well ! if you have educational audience you will get better reach it depends on the audience totally
Give a try to my Reddit Extension. It's a Chrome extension called Pulse of Reddit that basically acts like my own alert system for Reddit.
Anytime someone posts something with keywords I care about like 'looking for a designer' or 'best SEO tool' it pings me right away. It’s saved me so much time and helped me hop into threads while they’re still fresh.
If you’re tired of manual digging and want to catch those conversations early, I’d really recommend giving it a look.
It’s free to start and super simple to set up.
Website:
pulseofreddit.com
thanks for the playbook this is actually very helpful for me
Give a try to my Reddit Extension. It's a Chrome extension called Pulse of Reddit that basically acts like my own alert system for Reddit.
Anytime someone posts something with keywords I care about like 'looking for a designer' or 'best SEO tool' it pings me right away. It’s saved me so much time and helped me hop into threads while they’re still fresh.
If you’re tired of manual digging and want to catch those conversations early, I’d really recommend giving it a look.
It’s free to start and super simple to set up.
Website:
pulseofreddit.com
glad it helped
Give a try to my Reddit Extension. It's a Chrome extension called Pulse of Reddit that basically acts like my own alert system for Reddit.
Anytime someone posts something with keywords I care about like 'looking for a designer' or 'best SEO tool' it pings me right away. It’s saved me so much time and helped me hop into threads while they’re still fresh.
If you’re tired of manual digging and want to catch those conversations early, I’d really recommend giving it a look.
It’s free to start and super simple to set up.
Website:
pulseofreddit.com