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B2B Marketing173K followers

Chris Walker

CEO @ ENCODED | Author of "The Frequency Era" Out Now | Biomedical Engineer & Entrepeneur | Exploring the Next Level of Human Potential & Performance ⚡️

200 posts analyzed76K total likes19K comments2.1K repostsView on LinkedIn
TL;DR - what makes Chris's LinkedIn work

Chris Walker uses LinkedIn to share his contrarian views on marketing and business, often challenging conventional wisdom. His most distinctive move is framing his insights as direct responses to criticisms or misconceptions, creating a sense of dialogue and urgency.

Cadence

15.4/wk

200 posts in 30d

Avg engagement

486

avg per post

Conversation

19.4%

comments / total

Repost rate

2.1%

reposts / total

Top format

problem-solution

Best window

Sun · 3 PM CET

Voice & tone

Walker's voice is direct, opinionated, and unafraid to challenge the status quo. He comes across as confident and experienced, often using phrases that convey authority and conviction. He's not afraid to call out what he sees as ineffective practices, using a tone that borders on confrontational but ultimately aims to educate and improve the industry, as seen in phrases like "This is 100% unacceptable."

Signature phrases

  • CONFIRMED WITH DATA
  • The same thing I’ve been saying for 6 years
  • Here’s the breakdown and my analysis
  • I told them it would be a good idea
  • What’s seen as glamorous and impressive on this platform will be known as toxic and destructive within 10 years.

Top 3 posts, dissected

Their highest-engagement posts, broken down line by line. Steal the structure.

#1Top post breakdown
2.7K6481
The post437 words

It's the end of an era: I've exited Refine Labs. Last week, I sold all my remaining shares in Refine Labs to existing shareholders and a private investment firm for an undisclosed amount. This marks the close of a chapter in my life and career that I will always look back on with deep appreciation for the journey, pride in what we built, and excitement for what’s next, for both Refine Labs and me. When I started Refine Labs from my South Boston apartment in 2019, I had three freelance customers, no employees, and $3,000 in my bank account. No investors. No social media presence. No impressive resume. Just a vision: -To create the place where future B2B CMOs are forged. -To design growth systems for the most iconic and emerging brands in SaaS. -To push the boundaries and move the industry forward. Refine Labs became exactly that. And far more. To the current and former Refine Labs team - thank you. You brought the vision to life with relentless excellence, care for our customers, and a commitment to innovation. To Gaetano DiNardi - co-hosting 100+ live shows together changed the trajectory of this company and helped thousands of GTM pros level up. To Megan Bowen - your integrity, leadership, and unwavering commitment over the past five years have been the foundation of our culture and growth. Thank you. To everyone who attended Demand Gen Live, tuned into the podcasts, or followed the journey on LinkedIn: your support has meant so much to me. I’m proud of everything we accomplished together. Over six years, we partnered with 250+ leading SaaS companies. We helped forge a new wave of CMOs who are both strategists and tacticians. Refine Labs alumni have gone on to lead Marketing teams at top brands or build companies of their own. Thousands of podcast listeners used the insights to get promoted, reimagine their careers, and drive impact in their orgs. I’m excited for the future, both for me and for Refine Labs. Refine Labs will continue to operate and deliver for customers as it always has, with the same team, same leadership, and same customer focus. I’ll be cheering from the sidelines. And for me, I’m turning the page. A new chapter is beginning. Just like when Refine Labs was only a vision, I’ve started seeing something new for what the future holds and how I can contribute. I’ll share more in time. For now, I’m just grateful. To every team member, customer, listener, and supporter—thank you. We made something really special. The best is yet to come. Here’s to the next era. -Chris

Hook

The hook is a bold statement announcing a significant career change. It immediately creates curiosity and a desire to know more about the 'end of an era'.

Structure

The post follows a story format, recounting the creator's journey from humble beginnings to success. It includes bullet points to highlight key aspects of his vision.

Stylistic moves
  • Vulnerability - Sharing personal details like starting with '$3,000 in my bank account'
  • Bullet Points - Using bullet points to emphasize key points and make the post easier to read
  • Gratitude - Thanking the team and collaborators
Close / CTA

The post ends with gratitude and appreciation, fostering a positive connection with the audience. This likely drives comments as people congratulate and share their own experiences.

Steal this

Share personal stories and milestones to build a deeper connection with your audience.

#2Top post breakdown
1.4K29627
The post257 words

I had another classic conversation with a fast growing B2B SaaS company last week who just raised a big round and are gearing up to spend $1.2MM per month on advertising. I told them it would be a good idea pump the brakes for a few weeks and hire a Marketing Ops firm to set up

Hook

The hook uses a story opening to immediately immerse the reader in a relatable scenario. The mention of a large advertising budget ($1.2MM per month) grabs attention.

Structure

The post uses a problem-solution format, highlighting a common issue (misallocation of marketing budget) and offering a solution (investing in marketing ops).

Stylistic moves
  • Relatability - Sharing a common scenario that many in the audience can relate to
  • Shock Value - Highlighting the disparity between advertising spend and tracking budget
  • Direct Address - Addressing specific roles (CEOs, CFOs, CMOs)
Close / CTA

The post ends with a warning about the consequences of not tracking advertising spend properly, creating a sense of urgency and encouraging discussion.

Steal this

Use relatable stories and strong opinions to highlight problems and offer solutions.

#3Top post breakdown
9122312
The post335 words

“Self promotional LinkedIn bro.” “Agency boy.” “Clickbait.”  “Loser influencer.” These are a few of the things people say about me behind my back. Some people leave snarky comments in a private community. A few people go as far as publicly disparaging me with lies every chance t

Hook

The hook uses a bold statement quoting criticisms, immediately grabbing attention and creating a sense of conflict. It makes the reader want to know why the creator is being criticized.

Structure

The post follows a problem-solution format, addressing criticisms and then highlighting the positive impact of the creator's advice.

Stylistic moves
  • Transparency - Sharing negative feedback received
  • Contrast - Highlighting the difference between critics and supporters
  • Social Proof - Sharing success stories of followers
Close / CTA

The post ends by highlighting the positive outcomes for followers, reinforcing the value of the creator's advice and encouraging further engagement.

Steal this

Address criticisms head-on and highlight the positive impact of your work.

What drives their engagement

Drives comments

Walker's confrontational style and willingness to challenge norms sparks debate and discussion in the comments. He also asks direct questions, inviting responses and opinions.

Drives reposts

His posts often contain actionable advice and data-backed insights, making them valuable to share with others. The 'problem-solution' format also makes them easily digestible and shareable.

Savability

Low — this creator optimizes for reach not saves

Content pillars

Marketing Truths

40%

Debunking common marketing myths and sharing data-backed strategies for B2B growth.

Personal Growth

20%

Sharing personal experiences and insights on building a fulfilling and impactful career.

Industry Critique

20%

Challenging outdated practices and promoting innovative approaches in business.

Demand Gen

15%

Providing actionable advice on demand generation and revenue operations.

Company Updates

5%

Announcing company news and milestones.

Hook patterns

Statistic Shock

Data point + strong adjective + topic

CONFIRMED WITH DATA: Paid social lead gen on Facebook & LinkedIn is terribly inefficient and provides very low ROI.

Numbers grab attention and create immediate credibility.

Bold Statement

Controversial opinion about [topic]

"Self promotional LinkedIn bro."

It sparks curiosity and invites engagement by taking a strong stance.

Story Opening

Anecdote about [situation] that illustrates a problem

I had another classic conversation with a fast growing B2B SaaS company last week who just raised a big round and are gearing up to spend $1.2MM per month on advertising.

Stories are relatable and draw readers in with a narrative.

Future Prediction

"What's seen as [positive] will be [negative] in [timeframe]"

What’s seen as glamorous and impressive on this platform will be known as toxic and destructive within 10 years.

It creates intrigue and positions the author as a visionary.

Question

Direct question about [problem] or [solution]

They asked how much it would cost and I said around $30,000.

It involves the reader and encourages them to think critically.

Top-performing hooks

1

It's the end of an era: I've exited Refine Labs.

3.4K engagements2.7K likes · 648 comments · 1 repostsBold Statement

The post leverages a personal narrative of success and gratitude, building trust and authority. Sharing the exit story and highlighting the impact on clients and team members creates a compelling and

2

I had another classic conversation with a fast growing B2B SaaS company last week who just raised a big round and are gearing up to spend $1.2MM per month on advertising.

1.7K engagements1.4K likes · 296 comments · 27 repostsStory Opening

The post highlights a common and costly mistake made by fast-growing SaaS companies, making it relatable and attention-grabbing. By using a story format and emphasizing the financial implications, it

3

“Self promotional LinkedIn bro.”

1.1K engagements912 likes · 231 comments · 2 repostsBold Statement

The post uses a vulnerable opening to address criticism, then pivots to highlight the positive impact and results achieved by followers, reinforcing the author's authority and value. The contrast betw

4

CONFIRMED WITH DATA: Paid social lead gen on Facebook & LinkedIn is terribly inefficient and provides very low ROI.

1.1K engagements874 likes · 197 comments · 44 repostsBold Statement

The post uses data to challenge a common practice (paid social lead gen), making it attention-grabbing. The numbered list format and clear analysis make the information easy to digest, enhancing credi

5

What’s seen as glamorous and impressive on this platform will be known as toxic and destructive within 10 years.

1.1K engagements855 likes · 224 comments · 15 repostsBold Statement

The post challenges commonly held beliefs about success, making it thought-provoking and relatable. The contrast between superficial achievements and genuine fulfillment resonates with those questioni

6

It’s been 90 days since I’ve had a drink of alcohol, and I feel superhuman.

1.1K engagements799 likes · 262 comments · 8 repostsBold Statement

The post uses a personal anecdote about a relatable struggle (alcohol consumption) to spark conversation and challenge norms within the B2B world. The vulnerability and clear stance, combined with a c

7

Here’s how our 3-person Marketing team puts out more content every day than most $100MM companies put out in a month:

1.0K engagements868 likes · 104 comments · 29 repostsBold Statement

The post offers actionable advice in a clear, numbered list format, making it easy to digest and implement. The bold opening statement and comparison to larger companies immediately grab attention and

8

“We don’t use agencies or consultants because I had a bad experience with one several years ago”. That’s what a Director of RevOps told me yesterday.

971 engagements768 likes · 171 comments · 32 repostsBold Statement

The post uses a relatable personal story to challenge a common misconception about hiring external experts. The analogy to restaurants makes the point easily understandable and the vulnerability build

9

B2B Companies have been talking about Sales & Marketing misalignment for more than a decade. They’ve tried to solve it with:

964 engagements813 likes · 116 comments · 35 repostsBold Statement

The post clearly identifies a common pain point (Sales & Marketing misalignment) and offers a structured analysis of the root causes, positioning the author as an expert. The numbered list provides ac

10

In early 2019, I started calling out how badly the “lead gen” Marketing model was working. Tons of smart, experienced people argued with me and told me I was an idiot.

956 engagements814 likes · 126 comments · 16 repostsBold Statement

The post challenges conventional marketing wisdom, creating intrigue and sparking debate. By highlighting a perceived flaw in current GTM models and offering a solution, it positions the author as a t

What works

  • Long-form content dominates. 63% of posts are 'very long (350+)', and they generate the highest average engagement (497).
  • Problem-solution posts are the most common format (69% of posts) and generate high engagement (avg 494).
  • Bold statements as hooks are effective, used in 134 posts with an average engagement of 492.
  • Story openings are effective at drawing readers in, as seen in the second top post with 1688 engagements.
  • Sharing specific data points, like the Metadata report in post #4, adds credibility and drives engagement.
  • Challenging the status quo and expressing contrarian opinions sparks debate and discussion.

Steal this for your own LinkedIn

  • Use bold statements to grab attention and spark curiosity.
  • Share personal stories and experiences to build a connection with your audience.
  • Challenge conventional wisdom and offer alternative perspectives.
  • Back up your claims with data and evidence.
  • Address criticisms head-on and turn them into opportunities for discussion.
  • Don't be afraid to express strong opinions and take a stand.

Compare Chris with…

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Posting patterns

Rhythm

Walker posts frequently, averaging 15.4 posts per week, demonstrating a commitment to consistent content creation.

Best window

His posts perform best on Sundays around 2 PM UTC, suggesting his audience is more active on weekends.

Length sweet spot

Very long posts (350+ words) perform best, averaging 497 engagements, indicating his audience appreciates in-depth content.

Engagement by day

Sun
486

Content mix

problem-solution69% · 137 posts

avg 494 engagements per post

numbered list21% · 41 posts

avg 407 engagements per post

story6% · 11 posts

avg 819 engagements per post

analogy2% · 3 posts

avg 234 engagements per post

announcement1% · 2 posts

avg 532 engagements per post

The content mix works because it balances actionable advice (problem-solution, numbered lists) with personal stories and industry critique, creating a well-rounded and engaging feed. The focus on problem-solution formats caters to professionals seeking practical solutions to their challenges.

Post length distribution

very long (350+)63% · avg 497
long (180-350)31% · avg 460
medium (80-180)5% · avg 383
short (30-80)2% · avg 894

Hook style mix

statistic shock16× · avg 595
question4× · avg 546
question/poll4× · avg 523
problem statement3× · avg 498
bold statement134× · avg 492
story opening7× · avg 492