LinkedIn Content Strategy for AI & Operations Consultants | Netwarm
LinkedIn playbook · Case study
LinkedIn content strategy for AI and operations consultants: how a Charlotte Lean Six Sigma consultant reached 128 operations leaders in 7 days
We read every reaction on 17 posts from a Charlotte AI and operations transformation consultant. 956 people, 128 operations and supply chain leaders. Here is what brings buyers, what brings peers, and the 5 posts we’d publish next.
Max Sawyer · Netwarm··11 min read
The creator in this case studyA Charlotte AI and operations transformation consultant
Followers49,696
Posts~17 a week
These numbers are from 5 November. Your audience has already moved.
New operations leaders turn Hot every week and others go quiet. Run your free scan to see today’s version, with the names.
AI and business transformation consulting, operational excellence and supply chain programs, and self-assessments for leadership teams
PeriodOct 30 – Nov 5
Ideal client: Operations, supply chain, logistics and manufacturing leaders at mid-size and large companies: heads of operations, plant and warehouse managers, supply chain directors and COOs.The challenge: The consultant posts short videos of warehouse, factory and AI technology almost every day, often the same video twice. They travel: two drew over 1,000 reactions. But reach alone can’t say which videos bring the operations leaders who hire a transformation consultant.
Key takeaways
1 in 7 readers is an operations leader.128 operations, supply chain, logistics and manufacturing leaders reacted in 7 days: 13.4% of the 956 people who reacted.
One head of operations reacted to 4 posts.4 operations leaders came back to 2 posts or more in a single week. Nobody is Hot yet: the week is too short.
01
Who actually reads you, and what the LinkedIn algorithm changed
The consultant posts videos of warehouse automation, robots, factories and AI in everyday business, each with a numbered list and a lesson for business leaders. 17 posts between 30 October and 5 November 2026, plus reposts of the same videos.
The LinkedIn algorithm shows a post to the people who reacted to the last ones, then to people like them. A robot video travels far, and LinkedIn growth creators, marketers and students react to it as fast as a plant manager does. Reach can’t tell them apart. Who reacted can. We looked at every person who reacted and sorted them by role.
17posts in 7 days
956people reacted
128operations leaders
4came back 2+ times
Audience by roleThe 956 people who reacted, by roleFree
Operations leaders are about 1 in 7 readers: 128 people in one week. Most of them run logistics, warehousing and distribution, the exact floor the best videos show.
The largest group is everyone else: 504 warehouse staff, engineers, planners and analysts. Some of them sit next to the person who signs off a transformation program. 324 LinkedIn growth creators, marketers, consultants and students read along too. They push reach, and they rarely buy.
SeniorityAll people who reactedFree
Founder, owner, C-level15.2%
Director, VP5.4%
Manager16.4%
Independent3.8%
Other59.2%
IndustriesOperations leaders onlyNetwarm
Logistics, warehousing & distribution62.5%
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4 operations leaders came back to 2 posts or more in one week. One head of operations reacted to 4 of the 17.See your regulars
Engager company sizeEveryone who reacted, by company sizeNetwarm
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See which company sizes your operations leaders work at.See company sizes
02
What to post on LinkedIn to reach operations leaders
Most technology creators judge a video by its reactions. A consultant who sells operational excellence should judge it by who reacted.
We tagged each of the 17 posts by topic, then measured the share of operations leaders among the people who reacted.
Your topicsWhat your 17 posts were aboutFree
17posts
Warehouse & logistics automation6
AI in everyday business5
Robots & autonomous machines3
Factory of the future2
Shop promotion1
Topics that attract operations leadersShare of each topic’s reactions from operations leadersNetwarm
Warehouse & logistics automation22.7%
AI in everyday business6.0%
Factory of the future5.0%
Robots & autonomous machines4.8%
Shop promotion0.0%
One topic brings nearly 4x more operations leaders than another. See which.See which topics
Warehouse and logistics automation posts bring nearly 4x more operations leaders than AI-in-business posts: 22.7% against 6%, and 17 per post against 3.
Posts that brought the most operations leadersShare of operations leaders in each post’s reactions1 of 5 open
#1What if unloading a truck didn’t require a forklift?29.3%
#2The truck unloading video, posted again the same night25%
#3A simple innovation with a big impact on warehouse efficiency22.7%
#4What if a pallet could move itself through a warehouse?21.2%
#5What if your restaurant’s security cameras could do more?9.1%
For comparison, the same restaurant camera video posted a second time drew 271 reactions and 3% operations leaders, and the shop post brought none of its 79. Shares are for posts with 15 or more reactions read.
6 rules for LinkedIn engagement from operations leaders
These rules come from what worked on the consultant’s own profile, and from the best-performing posts by supply chain, lean and automation creators on LinkedIn over the last 3 months.
1
Show the machine on their floor. A trailer, a dock, a pallet: operations leaders see their own building in the video. A humanoid robot or a robotaxi is fun to watch, but it is somebody else’s problem.On this profile: warehouse and logistics posts brought 22.7% operations leaders, robots and autonomous machines 4.8%.
Name the bottleneck before the technology. “What if unloading a truck didn’t require a forklift?” starts from a cost every warehouse pays every day. The machine comes second.On this profile: the truck unloading post had the best share of the week, 29.3%, and the most reactions, 1,119.
End on a question about their own operation. “Labor availability, dock congestion, or material handling?” is a question a warehouse manager answers from memory. “Would you invest in this?” is easier to scroll past.On this profile: the trailer unloading post, which closes on that question, brought 22.7% operations leaders.
Tie the video to one lean principle. Jidoka, flow, waste, standard work: one named principle turns a cool video into a lesson a Lean Six Sigma Master Black Belt can teach. Credit the maker of the video by name.Across the niche: Florian Palatini’s torque control video, tied to Jidoka, drew 8,797 likes and 307 comments.
Put the numbers a leader decides on. Operations leaders buy with a business case. Turnaround minutes, dock hours, cost per pallet: a post that shows the math reads like the first page of one.Across the niche: Edouard Thieuleux’s S&OP dashboard post, read in dollars, drew 427 comments on 2,063 likes.
Tell the fight between two teams. Sales promised, the dock is full, finance asks why. Every operations leader has lived that week, and they comment on it.Across the niche: Marcia D Williams’ “Sudden demand changes kill supply chain” drew 2,457 likes and 118 comments.
When operations leaders read: the best time to post on LinkedIn for AI and operations consultants
We compared the share of operations leaders by the day and the hour (Eastern time) each post was published. Hours are shown only for 2-hour slots with 3 posts or more. This is one week of data, so treat it as a first read.
Share of operations leaders by posting dayAmong the people who reacted to each postFree
5.8%
Mon
15.6%
Tue
9.1%
Wed
4.3%
Thu
11.1%
Fri
0.0%
Sat
Best time to post, by hourShare of operations leaders among people who reactedFree
13.4%
20:00
14.3%
22:00
Tuesday brought the highest share of operations leaders (15.6%) and the most in total: 95 across 8 posts, carried by the truck and pallet videos. Friday came second at 11.1%. Saturday’s one post, the shop promotion, brought none.
Most posts went out in the evening, Eastern time: 13.4% at 8 p.m., 14.3% at 10 p.m. Put the warehouse videos on Tuesday and Friday evenings, and post each video once: the second posting of the same video brought fewer reactions every time.
05
5 posts ready to publish to target operations leaders
Each post follows the rules above, in the consultant’s voice. Swap in the real video, the real maker and your own numbers before posting.
1Ready to postVideo + lesson
The dock is the bottleneckRules 1 and 2: a machine on their own floor, and the bottleneck before the technology. Modelled on the truck unloading post, the best share of the week.
Hook
🚛 What if a full trailer could unload itself while the driver signs the paperwork?That is what this automated trailer unloading system is built to do.And the dock is exactly where it matters.📦 1. The dock sets the pace
If trucks wait to unload, receiving waits, put-away waits, and the whole day runs late.⏱️ 2. Fewer touches, fewer minutes
Every time a pallet is picked up and put down again, you pay for it in labor and time.👷 3. Safer docks
Fewer forklifts moving in and out of trailers means fewer of the movements that cause incidents.📊 4. Better data on turnaround
An automated flow records every unload, so dock-to-stock time stops being a guess.🔁 5. A smarter yard
When the dock moves faster, you need fewer trucks waiting and fewer doors to do the same work.Here is the lesson for business leaders:You don’t always need a bigger warehouse. Sometimes you need a faster door.➡️ Jonathan Valladares MBA, MSc, MBB💬 How long does a full trailer take to unload at your site today?#SupplyChain #Logistics #WarehouseAutomation #OperationalExcellence #Lean
Visual · Short videoOne continuous shot of an automated trailer unloading system emptying a trailer, credited to its maker in the first comment.Check before postingUse a real video and credit the company that built the system. Post it once, not twice.
Where does your warehouse lose the most time?Rule 3: a question they answer from their own operation. Modelled on the trailer unloading post, which closed on the same kind of question.
Hook
📦 Where does your warehouse lose the most time: the dock, the aisle, or the pick face?Before any automation project, I ask that question first.Because in 20 years of Lean projects across the U.S. and Latin America, the same 5 wastes show up in almost every warehouse.🚛 1. Waiting at the dock
Trucks queue, receiving teams wait, and put-away starts late.🚶 2. Travel in the aisles
Pickers walk more than they pick. Slotting decides most of it.🔁 3. Double handling
The same pallet is moved two or three times before it reaches its location.📋 4. Searching
Missing locations, wrong labels, and stock that the system says is there but isn’t.📦 5. Overstock
Inventory that hides problems and blocks space you already pay for.Here is the lesson for business leaders:Automating a wasteful process gives you a faster wasteful process. Find the waste first. Then choose the technology.➡️ Jonathan Valladares MBA, MSc, MBB💬 Which of the 5 costs your operation the most today? Tell me in the comments.#SupplyChain #Lean #WarehouseManagement #ContinuousImprovement #OperationalExcellence
Visual · Single imageA simple warehouse floor plan with the 5 wastes marked where they happen: dock, aisles, staging, locations, storage.Check before postingKeep the 20 years and the countries true to your own projects.
This is Jidoka on a conveyorRule 4: tie the video to one lean principle, and credit the maker. Modelled on Florian Palatini’s torque control video.
Hook
🏭 This is Jidoka. And most companies still do it with a clipboard.Look at this line. A vision system checks every box, and the conveyor stops the moment something is wrong.No inspector at the end. No pile of rework on Friday.Jidoka is one of the two pillars of the Toyota Production System: build quality into the process, don’t inspect it afterward.⚙️ 1. Stop at the first defect
A problem found at station 2 costs minutes. Found at the customer, it costs the account.👁️ 2. Make the problem visible
The line stops, the light turns on, and the team sees it right away.👷 3. Free people from watching machines
One operator can look after several stations when the machine flags its own problems.🧠 4. AI makes Jidoka cheaper
Vision systems that used to need a big budget now run on a camera and a model.Here is the lesson for business leaders:AI doesn’t replace Lean. It makes the oldest Lean ideas easier to apply.➡️ Jonathan Valladares MBA, MSc, MBB💬 Where in your operation would a line that stops itself save you the most?#Lean #Jidoka #ManufacturingExcellence #AI #OperationalExcellence
Visual · Short videoA real line with a vision check stopping a conveyor at a defect, with the maker credited in the text or first comment.Check before postingCredit the company or person who made the video, by name.
Before you buy an AMR, run these 5 numbersRule 5 and the lead magnet: show the math a leader decides on, then offer the readiness check. Modelled on Edouard Thieuleux’s S&OP dashboard post.
Hook
🤖 Before you buy a single warehouse robot, run these 5 numbers.The pallet robot videos look amazing. And they are.But every leadership team I work with asks the same question first: does it pay back in our building?📊 1. Travel time per pick
How much of a picker’s shift is walking? That is the time a robot can take back.⏱️ 2. Dock-to-stock time
How many hours between a truck arriving and the stock being available? That is where flow is lost.🔁 3. Touches per pallet
Count how many times a pallet is moved from receiving to shipping. Each touch has a cost.👷 4. Labor hours on repetitive moves
These are the hours you can move to quality, exceptions and coordination.💰 5. Payback period
Robot cost, integration and training against the hours saved. If it doesn’t pay back in your volumes, wait.Here is the lesson for business leaders:The best automation project starts with a spreadsheet, not a demo.I turned these questions into a free Warehouse Automation Readiness Check: 5 numbers and a score you can fill in with your team in 20 minutes.💬 Comment READY and I’ll send it to you.➡️ Jonathan Valladares MBA, MSc, MBB#WarehouseAutomation #SupplyChain #Robotics #OperationalExcellence #AI
Visual · Single imageThe readiness check itself: 5 boxes (travel, dock-to-stock, touches, labor hours, payback) with a score from 0 to 10 under each.Check before postingBuild the check before posting, from the AI CentX supply chain assessment, and send it with a Netwarm Reveal link so you see which operations leaders open it.
Sales promised next-day. The dock was already full.Rule 6: the fight between two teams every operations leader knows. Modelled on Marcia D Williams’ “Sudden demand changes kill supply chain”.
Hook
🚚 Sales promised next-day delivery. The dock was already full.I have seen this week in plants and distribution centers in five countries.Monday: a big order lands. “The customer is waiting.”Tuesday: the warehouse moves people from receiving to shipping. Inbound trucks start to queue.Wednesday: production changes the schedule to make the product. Two other orders slip.Thursday: freight is booked at the last minute, at twice the price.Friday: the order ships. Everybody is tired. And next week starts late.Nobody did anything wrong. Every team did its job.The problem is that the decision was made in one room and paid for in five.Here is the lesson for business leaders:You can automate the dock, the aisles and the trucks. If sales and operations don’t plan together, the warehouse will still absorb every surprise.➡️ Jonathan Valladares MBA, MSc, MBB💬 Which day of that week does your operation feel the most?#SupplyChain #SOP #Logistics #OperationalExcellence #ChangeManagement
Visual · Text only or single imageA simple Monday-to-Friday timeline, one line per day, with the cost of each day in red.Check before postingUse a real week from one of your projects, without the client’s name.
Free forever: unlimited scheduling through LinkedIn’s official API, with images, video and PDF carousels.
06
LinkedIn lead generation: lead magnets that work to target operations leaders
Reactions show interest. A download shows intent. The fastest way to find out which operations leaders are serious is to give them something they can use with their own team, and see who asks for it.
In supply chain and operations, these formats get the most requests:
Format 1The free templateA spreadsheet that computes the numbers they report every month: KPIs, safety stock, a dashboard.
Format 2The free live sessionA short masterclass that walks through a real dashboard or method, offered at the end of a post that shows a piece of it.
Format 3The ready-made dashboard fileA finished file they can open and use the same day, sent to everyone who comments.
Our pick for you: “The Warehouse Automation Readiness Check”Built from the supply chain and operational excellence assessments the consultant already sells at AI CentX: 5 numbers (travel time, dock-to-stock, touches per pallet, repetitive labor hours, payback) and a score, filled in by a team in 20 minutes. Offer it on post 4, right after the warehouse videos that bring the most operations leaders.With a Reveal link, every person who downloads it is shown by name, with their role and how warm they are. Your first Reveal link is free.Create your free Reveal link
07
From reactions to clients
Content brings operations leaders to the profile. It doesn’t say when to reach out. Most never comment, so they stay invisible, and a head of operations watching every warehouse video this month may have hired another consultant by spring.
On LinkedIn, the right moment to start a conversation is when someone keeps coming back. We call that Hot: 5 or more points over 90 days, where a reaction counts 1, a repost 2, a download or a reply 4. In one week, one head of operations already has 4.
Hot right now0 operations leaders · not contacted yetNetwarm
0 operations leaders are Hot. See who to message first.See who’s Hot
First messageAn opener for each Hot person, based on the posts they readNetwarm
Hi Dana, you reacted to my truck and pallet videos this week. Is dock time something your team is working on right now?Hi Marco, I saw you liked the warehouse robot post. Are you looking at automation for one of your sites this year?
A first line for each of them, ready to send.See the openers
Netwarm sends nothing for you. It tells you who and when, and you write the message. It also works inside Claude and ChatGPT: ask “Who’s Hot today?” and get the list.
08
FAQ
On this profile, warehouse and logistics automation posts brought nearly 4x more operations leaders than AI-in-business posts (22.7% against 6%). Show a machine on their own floor, name the bottleneck first, and end on a question about their operation.
For this consultant, Tuesday brought the highest share of operations leaders (15.6%) and Friday the second (11.1%). Saturday brought none. This is one week of data: check it again after a month.
This consultant posts about 17 times a week, and 4 operations leaders came back to 2 posts or more within 7 days. Posting each video once, with a clear lesson, matters more than posting the same video twice.
Look at who reacts, not how many. Group reactions by role, measure the share of your ideal clients per post, and follow the people who keep coming back. A free Netwarm scan does this for you.
Yes. Netwarm only reads public reactions to your own posts. It never logs in as you, never asks for your password, and never messages anyone for you.
How we made this playbook
We read the public reactions on 17 posts published between 30 October and 5 November 2026 (up to the first 100 reactors per post), and sorted the 956 people by role. Reposts of the same video with no reactions of their own were left out. Comments were not counted, so engagement figures are a floor.
Niche rules come from top posts by supply chain, lean and automation creators over the last 3 months. Role groups are approximate; a Netwarm scan matches people to your own ideal client.
