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LinkedIn Data·8 min read

What Actually Works on LinkedIn: I Analyzed 731 Posts From 18 B2B Founders & Execs

What actually works on LinkedIn? After analyzing 731 LinkedIn posts from 18 B2B founders and executives over six months, the answer is clear: personal stories and announcements. Together they were 20% of posts but drove 54% of all profile views. Ending a post with a question didn't help, starting a post with "I" was fine, reposts and quote posts barely reached anyone, and the company page never had a single breakout post. The top 10% of posts did 60% of the work, so consistency and variety beat chasing the perfect post.

Most LinkedIn advice comes from one person looking at one account: their own. I get to see something most people don't. At Contento we ghostwrite LinkedIn content for B2B founders and executives, which means I have the backend analytics for every one of them. So I pulled all of it.

What actually works on LinkedIn: 6 months of backend LinkedIn data from 15+ B2B founders and execs, 6.8M impressions, 52,121 likes, 36,599 profile views
The dataset at a glance. Chart by Elmer Lopez, Contento.

The dataset: 731 posts, 6.8M impressions, 36,599 profile views

What I pulledNumber
Exec and founder posts analyzed731
Founders and execs18, across 5+ companies
Time periodMay to November 2026 (6 months)
Total impressions6.8M
Total likes52,121
Total profile views36,599
Company page posts pulled for comparison237
Source: backend LinkedIn analytics for Contento clients, May to November 2026.

I looked at impressions, likes, and profile views for every single post. Impressions and likes tell you how far a post traveled. Profile views tell you if it actually brought people to you, and that's the one I care about most. That's where the decision happens: someone reads your post, clicks your name, and decides if you're worth a DM or a call.

1. Personal stories were 10% of posts and 26% of profile views

This was the biggest finding by far. Personal stories (growing up, a career turn, a hard moment, something you learned the hard way) were only 9.6% of everything posted, but they drove 26.2% of all profile views.

Bar chart: personal stories vs everything else, median per post. Impressions 4,824 vs 2,880, likes 57 vs 35, profile views 38 vs 14
Personal stories won on every metric. Chart by Elmer Lopez. Data: Ordinal analytics, B2B founder and exec posts, May to Nov 2026 (medians per post).
Median per postPersonal storiesEverything else
Impressions4,8242,880
Likes5735
Profile views37.514

The best post in the whole dataset was a founder talking about where they grew up and what it took to get to university: 83,946 impressions and 3,165 profile views. Nothing else came close. And yet 6 of the 18 execs never posted a single personal story in six months.

I see this with my own content too. My post about my dad losing his job in 2008 did 73,396 impressions and 846 profile views. My tactical posts don't come close to that on profile views. People don't buy from a logo. They buy from someone they feel like they know.

2. Announcements drove 28% of profile views

Career moves and company news (a new role, an acquisition, a milestone, a product update, a partnership) were 10.5% of posts and 28.2% of profile views. They had a median of 8,302 impressions, the highest of any regular format, and the most likes of any format too: 127 per post.

Bar chart of median impressions per post by type: career moves and company news 8,302, product launches 4,826, personal stories 4,824, down to reposts and short promos 968
Stories plus career moves: 20% of posts, 54% of profile views. Chart by Elmer Lopez. Data: Ordinal analytics, May to Nov 2026 (medians per post).

Put the two together and it gets wild: stories plus announcements were 20% of posts and 54% of all profile views. Most execs underpost their own news. They let the company page announce it, or they don't post it at all. That's leaving the easiest post of the year on the table.

3. Reach and profile views are not the same thing

Dialogue posts were the reach monsters: 8 posts, 393,410 impressions, but only 368 profile views combined. The biggest one hit 194,547 impressions and brought in 98 profile views, which is 0.5 per 1,000 impressions, with only 57 likes. The best personal story got 2,032 likes on less than half the impressions, and 37.7 profile views per 1,000 impressions. That's roughly 75x more.

Chart comparing the best personal story (83,946 impressions, 2,032 likes, 3,165 profile views) with the biggest dialogue post (194,547 impressions, 57 likes, 98 profile views)
The biggest dialogue post vs the best personal story. Chart by Elmer Lopez. Data: Ordinal analytics, May to Nov 2026.
PostImpressionsLikesProfile viewsProfile views per 1,000 impressions
Best personal story83,9462,0323,16537.7
Biggest dialogue post194,54757980.5

Both are useful. Dialogue gets you in front of new people. Stories get them to click your name. Just don't judge a post by its impressions alone.

4. The company page never had a breakout

I also pulled 237 posts from these companies' LinkedIn pages. The best company page post in six months hit 12,147 impressions. 116 exec posts beat that.

Bar chart of total impressions over 6 months at three companies: execs' posts vs company page. Company A 2.59M vs 88.6K, Company B 1.18M vs 128K, Company C 2.57M vs 482K
Execs' posts vs the company page at the same company, total impressions over 6 months. Chart by Elmer Lopez. Data: Ordinal analytics, May to Nov 2026.

At the same companies, the execs' posts out-reached the company page 5x, 9x, and 29x in total. Same story with likes: the execs got 3x to 10x more likes than their own company page. The company page is great for nurturing people who already know you. It's a terrible way to reach new ones. That's why Contento focuses on the founder's and executives' personal profiles.

5. Ending with a question didn't help

This one surprised me, because I do it all the time.

Bar chart, median per post: no question at the end vs ended with a question. Impressions 3,256 vs 2,089, likes 47 vs 18, profile views 19 vs 9
Posts that ended with a question underperformed on every metric. Chart by Elmer Lopez. Data: Ordinal analytics, May to Nov 2026 (medians per post).
Median per postNo question at the endEnded with a question
Impressions3,2562,089
Likes4718
Profile views199

It held up in every format I checked. Personal stories that ended with a question got a median of 3,897 impressions; the ones that didn't got 7,853. This is correlation, not proof. But "What do you think?" is clearly not the cheat code people say it is. End on your strongest line instead.

6. Starting a post with "I" is fine

You've probably heard "never start a post with I." I've literally taught it. The 75 posts that opened with "I" got a median of 3,977 impressions and 22 profile views. Everything else got 2,900 and 15. Likes were a bit higher too: 43 vs 36.

Bar chart, median per post by first word of the hook: starts with I vs every other hook. Impressions 3,977 vs 2,900, likes 43 vs 36, profile views 22 vs 15
Hooks that start with "I" vs every other hook. Chart by Elmer Lopez. Data: Ordinal analytics, May to Nov 2026 (medians per post).

What matters is what comes after the "I". "I grew up in..." beats a clever line with no stakes every time.

7. Reposts and quote posts are dead weight

Quote posts had a median of 601 impressions. Short reposts pushing a link had 968. The overall median was 2,963. Text-only posts struggled too: a median of 17 likes, vs 51 for posts with an image and 71 for video.

Bar chart of median impressions per post by format: video 4,763, article 3,636, image 3,550, carousel 3,457, text only 2,328, repost or short promo 968, quote post 601
Median impressions by format, with likes on the right. Chart by Elmer Lopez. Data: Ordinal analytics, May to Nov 2026 (medians per post).

If you only have time for one post this week, don't make it a repost.

8. 10% of posts did 60% of the work

The top 73 posts drove 60% of all impressions and 62% of all profile views. Likes were more spread out: the top 10% of posts got 37% of all likes. And nobody knew ahead of time which posts those would be. Some of the biggest ones looked ordinary in the draft.

Chart: the top 10% of posts by impressions brought in 60% of impressions, 62% of profile views, and 37% of likes. Median impressions by weekday: Mon 3,036, Tue 3,239, Wed 2,906, Thu 2,812, Fri 2,852
What the top 10% of posts brought in, and median impressions by weekday. Chart by Elmer Lopez. Data: Ordinal analytics, May to Nov 2026.

The day didn't matter much either. Median impressions were between 2,812 and 3,239 for every weekday. You don't need a perfect post. You just need enough at-bats for the outliers to show up.

9. Value posts get saved

One exec's breakdown of exactly how their team books demos at conferences got 1,395 saves. That single post was 36% of every save in the dataset. Saves mean someone wants to come back to it, usually when they have the exact problem you solve.

Donut chart: one how-to breakdown post got 1,395 saves, 36% of all saves across the exec posts
One value post drove 36% of all saves. Chart by Elmer Lopez. Data: Ordinal analytics, May to Nov 2026.

So what should you actually post on LinkedIn?

No single format wins everything. Each type of post has a different job:

Post typeWhat it's best atProof from the data
Personal storiesGetting people to your profile9.6% of posts, 26.2% of profile views
AnnouncementsGetting attentionHighest median impressions (8,302) and likes (127)
Value postsGetting savedOne how-to post got 1,395 saves
Dialogue postsReaching new people8 posts, 393,410 impressions
Contrarian takesEngagementNot broken out separately in this dataset
Reposts and quote postsNot muchMedian 968 and 601 impressions vs 2,963 overall

That's why I rotate content types instead of posting the same thing every week. I call it the 4:1 content ratio: four posts that give, one post that asks. It's how my clients and I hit 52M+ impressions, and I broke down every content type with real examples in this YouTube video and in the written guide, How to Grow on LinkedIn: The 4:1 Content Ratio.

Key takeaways

  • Post personal stories. They were 10% of posts but 26% of profile views.
  • Announce your own news: new roles, launches, milestones, partnerships. Don't leave it to the company page.
  • Judge posts by profile views, not just impressions.
  • Your personal profile out-reaches the company page, by 5x to 29x at the companies in this dataset.
  • End on your strongest line, not "What do you think?"
  • Starting with "I" is fine if what follows has stakes.
  • Skip reposts and quote posts when time is short.
  • Post consistently: 10% of posts drove 60% of impressions, and nobody could predict which ones.

Steal the storytelling examples, or have us run it for you

Since personal stories were the number one driver of profile views, I put together a doc of storytelling posts that worked, plus how they're built. Grab it here.

If you're a founder or exec who knows LinkedIn is a great way to get inbound leads but you don't have the time to post, that's exactly what we handle at Contento. We write in your voice, manage your profile, DM your ICP, and handle the engagement, so you can focus on running your company. Book a call.

FAQ

What type of LinkedIn post gets the most profile views?

Personal stories. Across 731 posts from 18 B2B founders and execs, personal stories were 9.6% of posts but drove 26.2% of all profile views, with a median of 37.5 profile views per post vs 14 for everything else.

Should you end a LinkedIn post with a question?

Not by default. Posts that ended with a question got a median of 2,089 impressions and 9 profile views, vs 3,256 and 19 for posts that didn't. It's correlation, not proof, but ending on your strongest line performed better.

Is it bad to start a LinkedIn post with "I"?

No. The 75 posts that opened with "I" got a median of 3,977 impressions and 22 profile views, vs 2,900 and 15 for every other hook.

Do company page posts or executive posts perform better on LinkedIn?

Executive posts. The best company page post in six months hit 12,147 impressions, and 116 exec posts beat it. At the same companies, execs out-reached the company page 5x, 9x, and 29x in total.

Does the day you post on LinkedIn matter?

Not much. Median impressions were between 2,812 and 3,239 for every weekday.

How much does Contento cost?

Custom, book a call. Learn more at trycontento.com.

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