"The Unit Economics of AI - Can Large Language Models (LLMs) Actually Make Money?"

A CMO Confidential Interview with Dr. Dan McCarthy, Professor at Maryland and leading practitioner of Customer Lifetime Value (CLV).

Dan shares how the CLV lens can shed light on the LLM drive to acquire customers, spend billions to improve the models, ultimately pay back investors and the potential implications on both marketers and consumers.

Key topics include:

- Why Gemini has a built in pricing advantage which forces all freemium offerings to be very good

- Why all companies should have a “diversity of providers”

- The rationale for constantly evaluating each model

- Why “AI foundational knowledge” is key to generating success from both employees and students.

Tune in to hear about the "customer barbell" and why you should “talk to your phone.”

This episode is sponsored by Typeface - the agentic AI marketing platform that turns one idea into thousands of on-brand assets. Learn more: typeface.ai/cmo

Subscribe for weekly episodes featuring world-class marketing leaders, board members, and C-Suite executives.

#AIEconomics #CustomerLifetimeValue #CLV #GenerativeAI #AIBusinessModels #OpenAIEconomics #ChatGPTMonetization #AIValuation #AIUnitEconomics #InferenceCosts #AITrainingCosts #FreemiumModels #SubscriptionEconomics #SaaSProfitability #MarketingStrategy #CMOInsights #MarketingLeadership #AIForMarketers #EnterpriseAI #AIRetention #AICustomerAcquisition #LargeLanguageModels #LLMEconomics #AIAdvertising #AIRandD #FutureOfAIBusiness

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A CMO Confidential Interview with Shiv Singh, CEO of Savvy Matters, Co-Founder of AI Trailblazers, former CMO of Lending Tree, and author of Marketing with AI for Dummies.

Shiv discusses how to operate in an environment where "We have no idea about what is coming," how managing humans and AI agents impacts leadership, and why he believes marketers will need to make fewer, harder decisions. Key topics include: why losing isn't fatal, but forgetting is; the risk of thinking human beings are special; and the concept of "invisible failure." Tune in to hear why you should rewrite your job description and become a "wartime" leader.

Topics Covered:

- Where Is AI Taking Marketing?

- Leadership in a Human + AI Workforce

- Fewer, Harder Strategic Bets for CMOs

- AI’s Impact on Creativity and Marketing Processes

- Context Graphs, Memory, and the Future of Marketing Operations

This episode is sponsored by Typeface - the agentic AI marketing platform that turns one idea into thousands of on-brand assets. Learn more: typeface.ai/cmo

Subscribe for weekly episodes featuring world-class marketing leaders, board members, and C-Suite executives.

⏱️ Chapters

00:00 – Welcome to CMO Confidential

01:38 – Meet Shiv Singh

02:35 – Where is AI Taking Marketing? The "Jagged Frontier" of AI

06:10 – What Does Leadership Look Like Managing Humans + AI Agents

09:35 – Making Fewer, Harder Strategic Bets

10:50 – Budget Pressure, Boards, and AI Expectations

14:43 – Invisible Failure in AI Adoption

17:26 – AI and the Future of Creativity

21:26 – Governance, Consumer Acceptance, and AI Bias

26:05 – The End of the Marketing Brief

27:40 – Who Remembers Wins: Context Graphs Explained

31:47 – Building a Marketing Context Layer

35:30 – What Marketers Should Be Doing Now

37:38 – Anthropic vs. Government: AI Ethics & Risk

42:38 – Predictions Through 2026

45:04 – The Changing Definition of a Marketer

45:50 – Funniest Story and Practical Advice

#AIMarketing #MarketingLeadership #CMOConfidential #ShivSingh #GenerativeAI #FutureOfMarketing #AIStrategy #CreativeAI #MarketingTransformation #EnterpriseAI

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This week on CMO Confidential, we're revisiting our conversation with Peri Hansen from July of 2025 - this is one of our favorites with topics just as relevant to marketers today.

Peri discusses why the CMO position is becoming the vanguard of innovation, the importance of an "agile learner" mindset, and why there's no substitute for great leadership. Key topics include: how nothing "returned to normal" after COVID; the importance of org design; and why CMO's should own the entire customer life cycle and help drive company strategy. Tune in to hear why references matter more than ever and the importance of building a personal brand.

Topics Covered:

• Why CMOs are being tapped to drive innovation and transformation

• The post-COVID shift in org design and what it means for marketing

• The importance of leadership, agility, and continuous learning

• Why great references still matter in the hiring process

• How CMOs can (and should) influence company-wide strategy

This episode is sponsored by Typeface - the agentic AI marketing platform that turns one idea into thousands of on-brand assets. Learn more: typeface.ai/cmo

Subscribe for weekly episodes featuring world-class marketing leaders, board members, and C-Suite executives.

⏱️ Chapters

01:20 – Intro: The Evolving Role of the CMO

01:46 – Meet Peri Hansen: Korn Ferry CMO Practice Leader

02:39 – Why the CMO is Now the Vanguard of Innovation

05:53 – Three New Mandates for CMOs: Tech, Strategy & Lifecycle

07:05 – The CMO as a Change Agent and Team Builder

09:51 – Tech CMOs Are Leading—Who’s Catching Up?

12:25 – Building Tech Credibility as a Marketing Leader

14:18 – “Nothing Returned to Normal” After COVID

14:51 – Post-COVID Turnover: What CEOs and Boards Want Now

16:07 – What’s Replacing the Traditional CMO Role?

19:15 – Why Org Design Is a Top Priority in CMO Searches

20:58 – How Companies Realize They Need Org Restructuring

22:44 – The AI Era: Is There a Leadership Gap Forming?

24:14 – What Agile Leadership Actually Looks Like

25:51 – What Resumes Reveal: Pivot Points and Risk-Taking

27:21 – Why References Matter More Than Ever

29:09 – Final Advice: CMOs, Build Your Own Personal Brand

30:53 – Wrap Up & Where to Find More CMO Confidential Content

#CMOConfidential #PeriHansen @kornferryintl #ChiefMarketingOfficer #Leadership #OrgDesign #CustomerExperience #MarketingStrategy #PersonalBrand #ExecutiveSearch #CMOInsights

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A CMO Confidential Interview with Dave Penski, CEO of Connected Media, formerly CEO of Publicis Media, COO of Publicis Groupe, and CEO of ZenithOptimedia. Dave shares perspective on how clients are managing through a challenging marketplace, how there's increasing "disruption" between consumers and advertisers, and why the future of media is based on "connected identity." Key topics include: why Publicis continues to invest in tech; why 2027 will bring increased challenges for marketers; how different business verticals are impacted by "the economic K curve;" and why sports is "as AI proof as it gets." Tune in to hear why you should know your customer as precisely as possible across all media types and thoughts on the potential impacts of gambling and NIL (Name, Image and Likeness) on the golden goose of sports.

Dave Penski, CEO of Publicis Media (twice over) and former COO of Publicis Groupe, returns to CMO Confidential for a wide-ranging conversation with host Mike Linton on the forces reshaping marketing, media, and the agency business in 2026. Dave offers a rare economist's-eye view across verticals — from tariffs and consumer confidence to the K-economy, AI's real (and overhyped) impact on agencies, the in-housing cycle that never quite materialized as predicted, and why 2027 may be the toughest advertising year in recent memory.

Topics covered: connected identity, Publicis' $12B investment thesis, creative and engineering transformation via AI, streaming consolidation, the fragmentation of sports viewing, gambling regulation, and the one piece of career advice Dave still gives every mentee.

*This episode is brought to you by Scrunch . Learn more at scrunchai.com/cmo

🎙️ Host: Mike Linton — Former CMO of Best Buy, eBay, Farmers Insurance & Ancestry.com

👤 Guest: Dave Penske — CEO, Publicis Media

🔔 New episodes every Tuesday. Find our full catalog of 160+ episodes on YouTube, Spotify & Apple Podcasts.

## ⏱️ Chapter Markers

0:00 Welcome to CMO Confidential

0:23 Introducing Dave Penske & Today's Topic

1:13 State of the Business Marketplace: Volatility, Tariffs & Fragmentation

4:40 The Agency Landscape: Publicis vs. the Competition

5:23 Publicis' $12B Investment Strategy & Connected Media

7:42 What "Connected Identity" Actually Means

11:10 Forces on Agency Economics & Valuations

13:21 Why Agency Valuations Have Taken a Hit

16:48 The In-Housing Debate: 10 Years In, What's Really Happening

23:55 AI & Agencies: Creative, Production & Engineering Disruption

29:01 AI on the Buy Side: Faster Planning & Measurement

30:20 The Hollowing Out of the Middle Class & the K-Economy

34:00 2026 Marketplace Outlook: Midterms, Olympics Dollars & Risk

40:21 Streaming: Paramount/Warner Brothers & the New Big Six

42:37 Sports: AI-Proof, Must-See TV & the NIL Problem

44:45 The Fragmented Sports Viewing Experience

46:00 Gambling: Engagement Boost or Threat to the Game?

48:47 What CMOs Should Be Building Now for 2027

50:47 Closing Advice: The One Thing Dave Still Tells Every Mentee

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CMO Confidential, Mike Linton, Dave Penske, Publicis Media, agency business, media industry 2026, connected identity, Epsilon, AI in advertising, AI and agencies, in-housing, media fragmentation, advertising marketplace, K-economy, middle class economy, streaming consolidation, Paramount Warner Brothers, sports advertising, sports gambling, NIL reform, agency valuations, Publicis Groupe, media planning, marketing leadership, CMO podcast, advertising trends, tariffs and advertising, media buying, retail media, influencer marketing, Sapient, AI creative production, upfront TV, Olympic advertising, World Cup advertising, midterm elections advertising, marketing strategy 2027, chief marketing officer

```

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A CMO Confidential Interview with Dave Penski, CEO of Connected Media, formerly CEO of Publicis Media, COO of Publicis Groupe, and CEO of ZenithOptimedia. Dave shares perspective on how clients are managing through a challenging marketplace, how there's increasing "disruption" between consumers and advertisers, and why the future of media is based on "connected identity." Key topics include: why Publicis continues to invest in tech; why 2027 will bring increased challenges for marketers; how different business verticals are impacted by "the economic K curve;" and why sports is "as AI proof as it gets." Tune in to hear why you should know your customer as precisely as possible across all media types and thoughts on the potential impacts of gambling and NIL (Name, Image and Likeness) on the golden goose of sports.

In this episode of CMO Confidential, host Mike Linton sits down with Dave Penski, two-time CEO of Publicis Media and former COO of Publicis Groupe, for a wide-ranging conversation on the forces reshaping media, agencies, and marketing strategy. Dave offers a ground-level view from one of the largest holding companies in the world — covering everything from the fragmented ad marketplace and AI's real-world impact, to the K-economy, streaming consolidation, sports gambling risk, and what CMOs should be building toward in 2027.

This episode covers:

Why the current ad marketplace is volatile — and which verticals are feeling it most

Publicis's $12B+ investment thesis around connected identity (Epsilon, Mars United, influencer)

The real story on agency insourcing: who wins, who loses, and what "outsourcing back out" looks like

Where AI is actually delivering — creative production, media planning speed, and Sapient's engineering work

The K-economy, hollowing out of the middle class, and what it means for advertising spend

Streaming consolidation: why the Paramount/Warner Bros. deal is a win for advertisers

Sports as the most AI-proof content — and why gambling regulation is a threat to the whole model

What CMOs should be investing in now to win in 2027

New episodes of CMO Confidential drop every Tuesday. Find our full catalog of 160+ episodes on Spotify, Apple, and YouTube.

TIMESTAMPED CHAPTER MARKERS

0:00 - Welcome to CMO Confidential

0:23 - Introducing Dave Penski, CEO of Publicis Media

1:13 - State of the Business Marketplace: Volatility, Tariffs & Fragmentation

4:40 - The Agency Landscape: Publicis vs. the Field

5:49 - Publicis's $12B Investment Strategy & Connected Media Vision

7:42 - What "Connected Identity" Actually Means (Epsilon, 255M IDs)

11:35 - Agency Valuations, Margins & Who's Growing vs. Who's Cutting

13:21 - The Insourcing Debate: In-House, Out-House & "Re-Housing"

23:55 - AI's Real Impact on Agencies: Creative, Engineering & Media Planning

30:20 - The K-Economy: Hollowing Out the Middle Class & Advertiser Confidence

35:04 - The 2026 Upfront Outlook: Olympics Dollars, Midterms & What's Next

40:01 - Streaming Consolidation: Paramount + Warner Bros. & the Six-Player Model

42:37 - Sports as AI-Proof Content & the Fragmented Viewing Problem

46:00 - Gambling: Bullish on Sports, Bearish on the Regulation Gap

48:47 - CMO Advice: What to Build Now for 2027 Success

50:47 - Final Advice: The Most Underrated Career Skill Is Still Punctuality

TAGS

CMO Confidential, Mike Linton, Dave Penski, Publicis Media, Publicis Groupe, agency business, media agency, holding company, connected identity, Epsilon, AI in marketing, AI advertising, media fragmentation, programmatic advertising, insourcing, in-house agency, agency valuations, K-economy, middle class marketing, consumer confidence, advertising marketplace, streaming consolidation, Paramount Warner Bros, sports advertising, sports media, NIL, college sports gambling, sports betting regulation, upfront market, media planning, CMO strategy, marketing leadership, CMO podcast, marketing podcast, chief marketing officer, 2027 marketing strategy, media buying, agency economics, Sapient, creative production AI, marketing AI tools

See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

A CMO Confidential Interview with Megan Lally, the CEO and Co-Owner of Highdive, an agency which has created more than 10 Super Bowl ads. Megan explains why you shouldn't separate brand building from AI, the risk of optimization overwhelming strategy, and the importance of having partners tell you what you need to hear. Key discussion topics include: deciding whether your brand should or shouldn't be in the Super Bowl; why it's often challenging to have a good relationship with your agency; why brands should consider skipping the pitch process; and the reason you should ask your agency "Are you doing your best work for us?" Tune in to hear why you shouldn't care about "what everyone else is wearing to the party" when judging creative and case studies on Jeep, Lays and MSC Cruises.

What does your agency really want to tell you — but won't? Megan Lally, CEO and Co-owner of **High Dive**, pulls back the curtain on the client-agency relationship: why great creative gets killed before it starts, when the pitch process does more harm than good, and the two questions every CMO should be asking their agency right now.

Megan shares how AI is *saving* ideas rather than replacing them (the Jeep talking-animals campaign), why State Farm became the #1 consumer brand in 2025 by outperforming competitors who outspend them, what makes the Super Bowl worth it (and when it isn't), and why blending in with your competitors is the costliest marketing decision you can make.

This episode is hosted by Mike Linton — former CMO of Best Buy, eBay, Farmers Insurance, and Ancestry.com.

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🎙️ **This episode is sponsored by Scrunch** — the agent experience platform that helps your brand show up when consumers start with AI. Get a free website audit at **scrunch.com/cmo**

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Chapter Markers

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0:00 - Intro & Sponsor: Scrunch

1:24 - Meet Megan Lally, CEO of High Dive

2:16 - AI vs. Brand Building: Why It's a False Choice

5:04 - How AI Saved the Jeep Talking Animals Campaign

8:00 - Why Marketing Is Still Treated as a Cost, Not an Investment

9:17 - State Farm, Batman, and Measuring Breakthrough Creative

11:33 - Super Bowl Strategy: Who Should (and Shouldn't) Be There

13:32 - B2B Brands and the Super Bowl

15:00 - What Makes Great Agency-Client Relationships

16:22 - Why Radical Candor Is So Hard in Practice

18:27 - How to Deliver Hard Truths Without Blowing Up the Room

19:47 - Testing Chemistry During the Pitch Process

22:28 - Why Clients Should Skip the Traditional Pitch

24:33 - How Agency Search Consultants Can Help (or Hurt)

25:49 - One Thing to Do This Year to Improve Your Agency Relationship

26:37 - The "One Thing" Rule: The Lay's Super Bowl Example

28:17 - Final Advice: Two Questions to Ask Your Agency Now

30:27 - Funny Story: The Cheese That Won Jeep

32:03 - Closing & Show Recommendations

```

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Tags

CMO Confidential, Megan Lally, High Dive Agency, Mike Linton, Chief Marketing Officer, agency client relationship, creative agency, brand building, AI and marketing, Super Bowl advertising, Jeep campaign, State Farm marketing, Lays Super Bowl ad, independent creative agency, breakthrough creative, marketing strategy, CMO podcast, how to work with an agency, agency pitch process, radical candor marketing, B2B marketing, marketing ROI, brand investment, marketing leadership, performance marketing vs brand, Scrunch, agent experience platform`

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A CMO Confidential Interview with Richard Sanderson, the Marketing, Sales and Communications Practice Leader at Spencer Stuart. Richard's topline - Shorter Tenures, Brighter Futures - with tenure stable at 4.1 years, nearly 2/3 of CMO's moving for similar or better positions, an increase in promotions from within, and marketers under pressure to produce AI results. Key topics include: the challenge of developing a broad skill set in a market focused on specialization; why 2026 is the "show me the money year for AI;" and how marketers and search firms are adopting when there's "no obvious playbook." Tune in to hear why you should be prepared to explain how you use AI in your personal life.

What does the data actually say about CMO tenure, AI's impact on marketing teams, and whether your job is safe? Richard Sanderson, who leads the Marketing, Communications & Sales practice at Spencer Stuart, returns for his fifth appearance on CMO Confidential to break down two major studies: Spencer Stuart's 25-year CMO tenure survey and a new proprietary AI impact study of 100 CMOs.

The data may surprise you — and some of it should concern you.

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*This episode is brought to you by @ScrunchAI

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🎙️ Host: Mike Linton, former CMO of Best Buy, eBay, Farmers Insurance & Ancestry.com

👤 Guest: Richard Sanderson, Spencer Stuart – Marketing, Communications & Sales Practice Leader

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**CHAPTERS:**

0:00 – Introduction & Richard Sanderson Background

1:07 – Two Studies: CMO Tenure & AI Impact

3:00 – CMO Tenure Overview: Shorter Tenures, Brighter Futures

4:38 – Average CMO Tenure vs. The C-Suite

5:55 – Where CMOs Go After They Leave

6:36 – The CMO-Plus Role: CRO, CCO & Evolving Titles

9:00 – Insider vs. Outsider Hiring & Succession Planning

12:28 – AI Study: Marketers See 2026 as Make-or-Break

13:18 – Headcount Cuts: Past vs. What's Coming

14:20 – Efficiency Targets at the Largest Companies

16:21 – CMOs in the Messy Middle

17:18 – Where Teams Stand on the AI Adoption Journey

18:29 – Who's Leading AI Strategy Inside Companies

20:25 – Impact on Career Development & Future Marketing Leaders

21:30 – How Job Descriptions Are Being Rewritten for AI

23:32 – No Playbook: Learning as You Go

24:14 – Brand Trust & the Risks of AI-First Advertising

26:00 – Takeaways: What to Do Now

28:01 – Ostriches vs. Wolves — Which One Are You?

29:46 – Practical Advice: Treating AI Agents Like New Hires

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**TAGS:**

CMO Confidential, Mike Linton, Richard Sanderson, Spencer Stuart, CMO tenure, chief marketing officer, CMO survey, AI and marketing, marketing leadership, AI impact on jobs, marketing jobs 2026, CMO career, B2B marketing, marketing strategy, AI agents, marketing teams, headcount reduction, marketing executive, C-suite leadership, AI adoption, brand trust, marketing talent, CMO role evolution, chief revenue officer, chief customer officer, marketing podcast, AI in the workplace, marketing 2026, executive leadership, Spencer Stuart CMO survey

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"Your Customers Aren't as Loyal as You Think They Are - The Fragile Nature of Loyalty"

A CMO Confidential Interview with Nicolas Chidiac, Chief Strategy Officer of Razorfish, formerly Chief Strategy Officer of Rokkan and EVP/Head of Planning at Leo Burnett. Nic discusses why brands often overestimate consumer loyalty, why repeat purchase trends can be misleading, and the dramatic increase in speed and velocity of competition. Key discussion topics include: why it has never been easier to try a new product; how influencers have "democratized celebrity endorsement;" why marketers should focus on "removing relative friction;" and how to measure your loyalty deficit. Tune in to hear stories about White Lotus, Chewy, Dubai Chocolate and Pop Tarts.

Your customers aren't as loyal as you think. Razorfish Chief Strategy Officer Nic Chidiac joins Mike Linton to unpack groundbreaking research revealing the fragile nature of brand loyalty — and why most marketers are dangerously overconfident about it.

65% of marketers believe repeat buyers stay out of emotional connection to their brand. Only 15-17% of consumers agree. That gap is costing companies billions. Nic breaks down the loyalty deficit, why switching has never been easier, and what confident marketers should actually be measuring.

Whether you're defending a market-leading brand or building a challenger, this episode will change how you think about loyalty programs, customer retention, and the metrics you're relying on.

🎙️ Guest: Nic Chidiac, Chief Strategy Officer, Razorfish

🎙️ Host: Mike Linton, Former CMO of Best Buy, eBay, Farmers Insurance & Ancestry.com

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**⏱️ Chapters:**

00:00 - Introduction & Welcome

00:47 - About Razorfish & Nic's Background

01:30 - The Loyalty Research: Key Findings

02:21 - The 65% vs. 15% Marketer-Consumer Gap

03:16 - Are Marketers Confusing Repeat Purchases with Loyalty?

04:19 - Why Marketers Are Delusional About Loyalty

06:29 - The Three Metrics Marketers Should Be Using

08:16 - Industry Examples: Auto, Insurance & Switching Friction

10:09 - How to Measure Propensity to Switch

11:00 - Why Brand Loyalty Is More Volatile Than Ever

13:18 - How Influencers Democratized Trust

14:29 - The Speed of Competition: White Lotus & Four Seasons

15:14 - Challenger Brands Moving Faster Than Ever (Hoka, BYD, Dubai Chocolate)

18:22 - What Market Leaders Should Do Right Now

19:26 - Removing Friction: A Competitive Weapon

20:00 - Rewarding Moments of Vulnerability (The Chewy Example)

21:00 - Winning the First Flight with a Toddler

22:07 - Rethinking Loyalty Programs Beyond Behavior

22:33 - The Loyalty Deficit Framework Explained

23:42 - Which Industries Have the Biggest Loyalty Deficits

25:11 - How AI Can Predict Switching & Defend Loyalty

27:00 - The Marketplace Is Tilting Toward Consumers

28:29 - Baby Boomers: The Most Neglected Consumer Segment

31:15 - Funny Story: YouTubing "What Is a Pop-Tart?" at Kellogg's

32:10 - Closing & Where to Find CMO Confidential

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**Tags:**

CMO Confidential, brand loyalty, customer retention, B2B marketing, loyalty programs, Razorfish, Nic Chidiac, Mike Linton, marketing strategy, customer experience, loyalty deficit, propensity to switch, challenger brands, performance marketing, NPS, net promoter score, customer lifetime value, CLTV, AI in marketing, agentic search, baby boomers marketing, switching behavior, repeat purchase, CMO podcast, marketing leadership, digital transformation, brand strategy, consumer behavior, marketing metrics, loyalty research

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