By John Barrows | August 2026
A LinkedIn strategy for sales starts with knowing exactly who you’re talking to, and most reps and leaders skip that step entirely. The LinkedIn algorithm changed in March 2026 in a way that rewards topic relevance over follower count, which means a vague audience definition now costs you distribution in a measurable and compounding way. The fix is the same one that works in every sales motion: define your ICP before you write a word.
What changed in the LinkedIn algorithm
In March 2026, LinkedIn’s engineering team published the most detailed technical explanation of the feed the company has ever released. Almost nobody in sales read it.
The old model was simple. You post, it goes to your network, they engage, it climbs. Followers were the launch pad. The new model reads what your post is about and converts it into a mathematical fingerprint of the topic. It does the same for every member based on what they have actually engaged with, not who they have followed. Then it matches the two.
Three things from that document should change how you show up. Your profile is an input, not a billboard: your headline, company, and industry get read by the model before it decides who your post is for. A clever title nobody searches for misfires you before you type a word. Only content a member actually engages with counts, because LinkedIn confirmed they discard posts people scroll past entirely since keeping them made the model worse. A follower who has not touched your content in two years contributes nothing to your distribution. And the first hour matters more than it used to: early engagement gets bucketed into percentiles and fed back as a relevance signal, so early traction compounds mechanically rather than metaphorically.
What the data actually showed
I asked Claude to run a full analysis on my posts: type of post, engagement, time of day. The results were uncomfortable.
My typical day used to run around 15,000 impressions. It runs closer to 5,000 now. My median post reaches about 1.2% of the people who chose to follow me. Three posts accounted for roughly a third of an entire quarter. That is not a reach engine. That is a lottery ticket I was buying four times a week.
The part that shocked me: plain text posts where I asked a real question I had not answered yet are about 18% of what I publish and produced six of my top seven posts. The videos I spend actual time on average a fraction of that. I was using my worst format the most and my best format the least, for months, while telling other people to look at their data.
The part that was on me
The first thing I teach in Filling the Funnel is that you cannot write a good message until you know exactly who you’re writing it to. ICP, then personas, then triggers, then messaging. In that order. Skip the top and everything downstream becomes a waste of time.
I have taught that to teams at Salesforce, LinkedIn, Google, Amazon, and Okta for 25 years. And I was posting to 420k people with no ICP at all.
At some point I stopped choosing and started reacting. The LinkedIn strategy for sales I teach is built on fundamentals. I was ignoring all of them. It took getting overwhelmed to notice: Meghan and I are running a training business, an advisory practice, a podcast, a newsletter, a YouTube channel, three social platforms, and a sponsorship business with two people. You stop choosing and start reacting without realizing it.
Defining the two people: Miles and Jordan
I did what I tell every team to do when the pipeline gets noisy. Slow down and refocus. I asked Claude to help me identify my ICP for social and we came up with two types of people.
Miles is 31, a mid-market AE with six or seven years in. His fear is not getting fired for missing quota. It is getting replaced because AI now does the parts of the job he was hired for, and he does not trust his employer to hand him the training to stay relevant. He wants the actual prompt, the actual script, and the tactics he can use immediately to drive results.
Jordan is 45, a VP of Sales with 12 to 100 reps. Her fear is getting the AI decision wrong in public. The board is pushing to cut headcount, the reps below are watching to see whether she protects them or trades them for a number, and there is no framework and no cover. She needs a defensible way of thinking and a strategy, not a hot take.
Every piece of content now answers one question before it goes out: is this for Miles, for Jordan, or both? If it is neither, it does not go, no matter how good the idea sounds. A good idea used to be the bar. It is not anymore.
How to apply this to your own LinkedIn strategy for sales
The process is not complicated. It is just uncomfortable. Write down the two types of people you most want to reach. Give them names. Give them specific fears, not vague pain points. Then before you post anything, ask which person it is for and why that person would stop scrolling for it.
If you cannot answer that question in one sentence, the post is not ready. A good idea aimed at nobody is not a content strategy. It is noise at scale.
The hard part is killing content that does not make the cut. When you generate ideas constantly and they all sound good to you, stopping one because it does not serve a named person feels like waste. It is not. It is the discipline that makes everything else work.
Frequently asked questions
What is a LinkedIn strategy for sales and why does it matter now?
A LinkedIn strategy for sales is a defined approach to what you post, who you are posting for, and what you want them to do next. It matters now more than it used to because the LinkedIn algorithm changed in 2026 to reward topic relevance over follower count. Posting to a large audience with no defined ICP now actively hurts your distribution because the algorithm cannot figure out who should see your content.
How did the LinkedIn algorithm change in 2026?
LinkedIn shifted from a network-first distribution model to a topic-matching model. Before, your post went to your followers first and climbed based on their engagement. Now the algorithm reads the topic of your post, builds a fingerprint of that topic, and matches it against what members have actually engaged with. Your follower count is still a factor, but it is one of several, and a follower who has not touched your content recently contributes nothing to distribution.
How do you define an ICP for LinkedIn content?
Start with the two or three types of people you most want to reach, and make them specific. Give each a name, a role, a number of years in that role, and a fear they are not saying out loud in meetings. The fear is the most important part. Content that addresses a named person’s real fear stops the scroll. Content aimed at a demographic or a job title gets ignored. Once you have the two people, run every post through the question: is this for person one, person two, or both?
What types of LinkedIn posts get the most reach for sales leaders?
Based on my own data, plain text posts that ask a real question I have not already answered outperform everything else by a significant margin. They make up about 18% of what I post and produced six of my top seven posts over the period I analyzed. Video, which takes the most time to produce, averaged a fraction of that reach. Format matters less than specificity: a post that speaks directly to a named person’s fear will outperform a polished post aimed at everyone.
How do you know if your LinkedIn content is reaching the right people?
Pull your post analytics and look at who is actually engaging, not just how many. If the comments are from peers and competitors rather than the people you sell to or lead, your content is reaching the wrong audience. Also look at which posts drive actual conversations, replies, or DMs from the types of people you defined as your ICP. Impressions and follower growth are vanity metrics if they are not moving the people you actually want to reach.
Build a LinkedIn strategy for sales that targets the right people
The ICP-first messaging framework is the foundation of Filling the Funnel and Driving to Close because it works in every sales motion, including social. If you are posting consistently and not getting traction with the buyers or leaders you want to reach, the problem is not your content quality. It is that you have not defined who you are talking to. Start there. See what teams have changed at learn.jbarrows.com/pages/results.
John Barrows helps sales leaders decide whether to replace or rebuild their teams for the AI era. For 25+ years he has worked with the world’s most demanding sales organizations, including Salesforce, LinkedIn, Google, Amazon, and Okta, building the frameworks that became Filling the Funnel and Driving to Close. He is the host of Make It Happen Mondays, author of I Want to Be in Sales When I Grow Up, and an LP at GTMfund. His training programs are available at learn.jbarrows.com.
