LinkedIn Content Strategy for CX and AI Advisors | Netwarm
LinkedIn playbook · Case study
LinkedIn content strategy for CX and AI advisors: how a US customer experience advisor reached 67 CX leaders in 3 weeks
We read every reaction on 24 posts from a US customer experience and AI advisor. 415 people, 67 CX leaders. Here is what brings buyers, what brings peers, and the 5 posts we'd publish next.
Max Sawyer · Netwarm··12 min read
The creator in this case studyA US customer experience and AI advisor
Followers29,133
Posts~8 a week
SellsCX advisory through Be Customer Led: executive assessments and 12 to 18 month roadmaps, operating model and governance redesign, measurement and AI modernization, technology selection, research reports, speaking
These numbers are from 3 November. Your audience has already moved.
New CX leaders turn Hot every week and others go quiet. Run your free scan to see today’s version, with the names.
Ideal client: Chief customer officers, VPs and heads of customer experience, VoC, service and retention at large companies, plus the technology leaders who buy CX platforms with them.The challenge: The advisor posts almost every day: market news, AI takes, the AI, Not KPI series, personal customer stories and event invites. Reach is steady. The real question is which of those posts bring the CX leaders who buy advisory work, and which mostly bring vendors and fellow advisors.
Key takeaways
1 reader in 6 is a CX leader.67 heads of CX, VoC, service and retention reacted in 3 weeks: 16.1% of the 415 people who reacted.
Strategy takes bring 2.6x the share of event posts.AI and CX strategy posts: 20.9% CX leaders. Event invites and announcements: 8.0%.
3 CX leaders are Hot right now.They reacted to 5 posts or more. One of them reacted to 9 of the 24.
01
Who actually reads you, and what the LinkedIn algorithm changed
The advisor writes for customer experience leaders: what the CX technology market is doing, where AI belongs in service, how to measure what actually changed, and the everyday customer moments that show it. 24 posts between 14 October and 3 November, most of them at 8 a.m. Eastern.
The LinkedIn algorithm shows a post to the people who reacted to the last ones, then to people like them. In CX, the feed is full of vendors, consultants and fellow speakers who sell to the same companies. Reach can't tell a chief customer officer from a peer. Who reacted can. We looked at every person who reacted and sorted them by role.
24posts in 3 weeks
415people reacted
67CX leaders
11came back 3+ times
Audience by roleThe 415 people who reacted, by roleFree
CX leaders (heads of CX, VoC, service, retention)67 · 16.1%
Vendors, consultants, advisors & sales271 · 65.3%
Everyone else77 · 18.6%
Peers are by far the largest group: 271 people who sell to CX leaders, from platform sales teams and solution consultants to fractional CXOs, advisors and speakers. They make the posts travel, and some buy research or sponsor content. They rarely hire an advisor.
67 CX leaders is the number that matters: chief experience officers, VPs and directors of customer experience, heads of VoC, customer intelligence and service at banks, software companies, retailers and contact centers. That's 1 reader in 6, on a profile the whole CX vendor market follows.
SeniorityAll people who reactedFree
Founder, owner, C-level23.1%
Director, VP10.8%
Manager8.2%
Independent8.9%
Other48.9%
IndustriesCX leaders onlyNetwarm
Software, SaaS & tech37.5%
Hidden in preview00%
Hidden in preview00%
Hidden in preview00%
See all industries and company sizes in your free scan.
Most advisors judge a post by its reactions. An advisor who sells to CX leaders should judge it by who reacted.
We tagged each of the 24 posts by topic, then measured the share of CX leaders each topic brought.
Your topicsWhat your 24 posts were aboutFree
24posts
AI & CX strategy takes5
AI, Not KPI: models & measurement5
Customer stories from real life5
Events & announcements5
CX tech market news4
Topics that attract CX leadersShare of each topic’s reactions from CX leadersNetwarm
AI & CX strategy takes20.9%
CX tech market news16.9%
AI, Not KPI: models & measurement16.5%
Customer stories from real life16.0%
Events & announcements8.0%
One topic brings 2.6x more CX leaders than another. See which.See which topics
AI and CX strategy takes bring 20.9% CX leaders, 2.6x the 8.0% of event invites and announcements. Market news reaches the most per post: 7.5 CX leaders, against 1.6 for event posts.
Posts that brought the most CX leadersShare of CX leaders in each post’s reactions1 of 5 open
#1Before another empathy course, look at what sales gets paid to promise26.9%
#2The 150 churn cases and a team that can handle 12021.4%
#3The AI, Not KPI edition on what counts as a save21.4%
#4Why Voice AI is a transitional technology21.1%
#5What AWS's agentic self-service could change for customers20.7%
For comparison, the Sprinklr webinar invite reached 2.6% CX leaders, the lowest share of the 24 posts.
These rules come from what worked on the advisor's own profile, and from top posts by customer experience strategists and advisors on LinkedIn.
1
Turn your own bad customer moment into an executive question. CX leaders live these moments from the other side. A real story from the customer's seat, ending on what the policy owner should review, gets read by the people who own the policy.On this profile: the United Club post reached 18 CX leaders, the most of any post.
Decode the market move for the buyer, not the vendor. Acquisitions and funding news bring a crowd of vendors. Turn each one into what it means for the leader holding the contract, and the buyers stay.On this profile: the Braze acquisition post reached 16 CX leaders. Market news brings the most CX leaders per post: 7.5.
Blame the system, not the frontline. CX leaders are tired of being told their agents need more training. Show the incentive, the approval limit or the handoff that causes the bad call, and you're speaking to the person who can change it.On this profile: the empathy course post had 26.9% CX leaders, the highest share of any post with 20+ reactions. Across the niche: Justin Robbins' "CX is not a team, it's an outcome" post drew 167 likes.
Take a clear position the market won't like. A take that a vendor would argue with is a take a buyer wants to read. Say what you'd do with the budget, and why.On this profile: the Voice AI post reached 21.1% CX leaders. Across the niche: Augie Ray's "Let's replace…" list drew 139 likes and 35 comments.
Open with a "Let's say" scenario and real numbers. 150 cases, a team that handles 120: a scenario a leader can picture in their own operation does more than a framework. It's how the advisor's AI, Not KPI posts open, and it works.On this profile: the 150 churn cases post and the AI, Not KPI edition both reached 21.4% CX leaders.
Turn the event into a takeaway, not an invite. Event invites are the weakest topic on the profile. The recap of what stood out at Money 20/20 did 6x better than a webinar invite.On this profile: event posts average 8.0% CX leaders. The Money 20/20 takeaways reached 15.8%, the Sprinklr invite 2.6%.
When CX leaders read: the best time to post on LinkedIn for CX and AI advisors
We compared the share of CX leaders by the day and the hour each post was published (Eastern time). Only hours with 3 posts or more are shown.
Share of CX leaders by posting dayAmong the people who reacted to each postFree
18.8%
Mon
16.9%
Tue
14.5%
Wed
15.8%
Thu
15.9%
Fri
17.3%
Sat
14.1%
Sun
Best time to post, by hourShare of CX leaders among people who reactedFree
16.7%
6:00
16.4%
8:00
16.4%
10:00
Monday brought the highest share of CX leaders (18.8%) and Sunday the lowest (14.1%). Thursday and Tuesday brought the most in total: 29 and 25 CX leaders.
The hour barely matters: 6, 8 and 10 a.m. Eastern all land at 16 to 17%. Keep the 8 a.m. slot, put the strategy takes and market decodes on Monday and Tuesday, and keep event posts for the days you'd post less.
05
5 posts ready to publish to target CX leaders
Each post follows the rules above, in the advisor's voice. Swap in your own details before posting: the real story is what makes it land.
1Ready to postPersonal story
The 40-minute call to cancel one subscriptionRule 1: turn your own bad customer moment into an executive question. Modelled on the United Club post, the one that reached the most CX leaders.
Hook
It took me 40 minutes and three transfers to cancel a subscription I signed up for in 30 seconds.The first agent couldn't cancel it. The second could, but only after a retention offer I'd already said no to twice. The third confirmed it, then told me the cancellation would take effect after one more billing cycle.I understand the employees were following the process. I think the process deserves an executive review.Here's what I keep coming back to. Somewhere, there's a dashboard that calls my call a save. Average handle time looks fine. The retention offer was made. Every team hit its number.And the customer walked away certain they'll never come back.That's the gap I've seen inside large companies for 20 years. Each department optimizes its own metric, and nobody owns the moment the customer actually lives through.Three questions I'd ask before the next retention review:1. How long does it take to leave, compared with how long it takes to join?
2. Who is allowed to just say yes on the first call?
3. What happens to the customers we "saved" six months later?If the answers are uncomfortable, that's the roadmap.When did you last try to leave your own company as a customer?#customerexperience #retention #cx
Visual · Text onlyNo image, or a phone screenshot of the call log showing the 40 minutes, with the company name blurred.Check before postingUse a real call from your own life: the company type, the time it took and the number of transfers. Keep the brand anonymous unless you're fine naming it.
5 questions before you renew your CX platform in 2027Rule 2: decode the market move for the buyer, not the vendor. Modelled on the Braze acquisition post (16 CX leaders).
Hook
If your CX platform contract renews in 2027, the market just changed your negotiating position.Five Salesforce acquisitions announced this year alone. Debt questions around one of the biggest experience platforms. Every vendor now pitching an agent.The question I hear most from CX and technology leaders: "Can't one platform do all of this?"Sort of. So before you renew, I'd ask five questions:1. Which three capabilities do we actually use every week? Everything else is shelfware we're paying to keep.2. If our vendor is acquired next year, what happens to the roadmap and the price we were promised?3. Where does our customer data live, and how hard is it to move?4. Which features are we paying a specialist for that our CRM now does well enough?5. Who inside the company owns the outcome, not the tool?I've been a buyer of most of these platforms, spending millions on them. The best renewal I ever ran started with question 5, not question 1.What's the question your team forgets to ask?#customerexperience #cxtech #ai
Visual · Carousel6 slides: the hook, then one slide per question with a one-line "why it matters".Check before postingCheck the market facts on the day you post (deals and figures move fast), and keep the renewal story to one you ran yourself.
Your agents don't need another scriptRule 3: blame the system, not the frontline. Modelled on the empathy course post, the highest share of CX leaders on the profile.
Hook
Before you rewrite the call script again, look at who is allowed to fix the problem.Let's use an ordinary example. A customer calls about a $40 billing error. The agent can see the error. The agent agrees it's an error.The agent can't refund it. That takes a supervisor, a ticket and up to 14 days.So the customer calls back. Twice. The second agent apologizes beautifully, exactly as the empathy training taught them. The refund still takes 14 days.Then the survey arrives, the score drops, and someone schedules more training.The agent was never the problem. The approval limit was.If I were reviewing a contact center's repeat calls this quarter, I'd start with three things:1. What can a frontline agent approve on the first call, and up to what amount?
2. How many repeat contacts are waiting on someone else's approval?
3. What would it cost to raise the limit, against what the repeat calls already cost?In most companies I've worked with, the math isn't close.How many of your repeat calls are really permission problems?#customerservice #contactcenter #customerexperience
Visual · Single imageA simple flow: customer call, agent sees the error, approval queue, 14 days, callback, survey. The approval step circled in red.Check before postingSwap in an example from your own work if you have one, and keep the $40 and 14 days only if they match what you've seen.
Your NPS went up 6 points. What did you change?Rule 5: open with a "Let's say" scenario and real numbers. Modelled on the 150 churn cases post (21.4% CX leaders).
Hook
Let's say your NPS went up 6 points this quarter. What did your team actually change?It's a fair question, and in a lot of reviews I've sat in, nobody can answer it.Maybe a new self-service flow went live. Maybe the survey moved from email to in-app, and happier customers answer in-app. Maybe a pricing change made the unhappy customers leave before they could be surveyed.All three raise the score. Only one improved the experience.This is the problem with putting a score on a slide. It tells you something moved. It doesn't tell you what moved it, or whether you should do more of it.Before I'd present a 6-point jump to the executive team, I'd want three things:1. A comparison group: customers who didn't get the change, over the same period.
2. A behavior that moved with the score: fewer repeat contacts, higher renewals, lower cost to serve.
3. A named decision we'd make differently because of it.Without those, the score is just a number on a slide.That's the gap AI, Not KPI is about. More on this in this week's edition.#customerexperience #nps #analytics
Visual · Text onlyNo image. If you want one: a bar chart of a 6-point jump with three possible causes labelled underneath.Check before postingLink the right AI, Not KPI edition if you mention it, and change the 6-point example if you'd rather use a figure from a real program.
Keep, consolidate or retire: the 2027 CX tech scorecardLead magnet built from the CX Technology Investment & Architecture Index. Modelled on Scott Brinker's free State of Martech report.
Hook
I turned 70 pages of CX technology research into a one-page scorecard. It's free.The CX Technology Investment & Architecture Index covers 27 technology categories and 68 products and components, including open-source options. It helps buyers decide where to invest, what to keep, and what to consolidate or retire in 2027.The full report goes deep. Most leaders I talk to need to start with one page.So here it is. For every tool in your stack, the scorecard asks four questions:1. Would we buy it again today, at today's price?
2. Does another platform we already pay for now do this well enough?
3. Who owns the outcome it was bought for, and did it happen?
4. What breaks if we turn it off?Score each one, and the tools sort themselves into keep, consolidate or retire.The 2027 budget conversations are starting now. This is the page I'd want on the table.Want it? Comment "SCORECARD" and I'll send it to you.#customerexperience #cxtech #technology
Visual · Single imageThe scorecard itself: the four questions across the top, a few sample tool rows, and the keep / consolidate / retire columns, with the Index cover in the corner.Check before postingBuild the one-page scorecard before posting, and put your Netwarm Reveal link in the reply so you can see which CX leaders download it.
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 CX leaders
Reactions show interest. A download shows intent. The fastest way to see which CX leaders are serious is to give them something useful and see who takes it.
In customer experience and CX technology, these formats get the most requests:
Format 1The free research reportThe full report, given away in the post: no form, no gate.
Format 2The crowd-sourced predictionsAsk the industry for its predictions, compile the best, share the piece.
Format 3The session replayThe webinar or roundtable recording, sent to anyone who comments.
Format 4The benchmark gapOne striking gap in the post, the full analysis behind a comment.
The 2027 CX Tech Scorecard: keep, consolidate or retire
Our pick for you: “The 2027 CX Tech Scorecard: keep, consolidate or retire”Built from the CX Technology Investment & Architecture Index the advisor already published: 27 categories and 68 products, cut down to one page. Four questions per tool, and every tool lands in keep, consolidate or retire. Offer it on post 5 and see which CX leaders ask for it, right as 2027 budgets are set.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 CX leaders to the profile. It doesn't say when to reach out. Most never comment, so they stay invisible, and a head of CX reading every post in November may have picked another advisor 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.
Hot right now3 CX leaders · not contacted yetNetwarm
3 CX 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've been reading the AI, Not KPI posts for a few weeks. Is your team trying to prove what its retention outreach actually saved?Hi Sam, I saw you reacted to the post on CX platform renewals. Is yours coming up in 2027?
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, AI and CX strategy takes brought 2.6x the share of CX leaders of event invites. Decode market moves for the buyer, show the system behind a bad customer moment, and open with a scenario a leader can picture in their own operation.
For this advisor, Monday brought the highest share of CX leaders (18.8%) and Sunday the lowest (14.1%). Thursday and Tuesday brought the most in total. The gap is small: the topic matters more than the day.
This advisor posted 24 times in 3 weeks, about 8 a week, and 11 CX leaders came back 3 times or more. At that rhythm, cutting the event posts would raise the share of buyers more than posting more.
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 24 posts published between 14 October and 3 November 2026, up to the first 100 people per post, and sorted the 415 people by role. Reposts and posts written by other people were left out. Comments were not counted, so engagement figures are a floor.
Niche rules and lead magnet formats come from top posts by customer experience strategists, analysts and advisors on LinkedIn. Role groups are approximate: some CX leaders also advise or sell to other companies. A Netwarm scan matches people to your own ideal client.