Your Data Is Lying to You About What Works

Your Data Is Lying to You About What Works

In this remix episode, Todd Juneau and Kelly Maguire revisit their sharpest takes on measurement, full-funnel growth, AI, agency accountability, and marketing mix modeling. They dig into why many brands are still relying on incomplete measurement, how lucky streaks and singular tactics can easily stall growth, and why the funnel still matters in a fragmented customer journey. They also explore whether AI is replacing creative strategy or simply raising the bar for better judgment, sharper thinking, and more accountable marketing. Chapters: * (00:00:00) - Introduction: The Full Funnel Measurement Gap * (00:01:03) - Why Less Than 25% of Mid-Market Brands Use Sophisticated Measurement * (00:03:12) - The Real Barriers: Cost, Time, Expertise, and Accountability Avoidance * (00:05:10) - Is the Traditional Marketing Funnel Still Relevant in 2025? * (00:06:22) - The Facebook Era, TikTok Shop, and the Danger of Singular Tactics * (00:07:45) - Why Full Funnel = Control, Sustainability, and Owning Your Growth * (00:09:30) - Will AI Make Creative Strategy Obsolete? * (00:10:42) - The Coach vs. Athlete Analogy: Creatives in an AI-Driven World * (00:12:15) - The Agency Model Under Threat: Is AI Replacing Media Buying? * (00:15:30) - When Should a Brand Actually Invest in Marketing Mix Modeling? Links and Resources: * The Case for Media Mix Modeling: Correlation Beats Guesswork [https://contrary-to-popular-opinion.captivate.fm/episode/mmm-episode/] * The ROAS Trap: How Chasing Attribution Impacts Your Marketing [https://contrary-to-popular-opinion.captivate.fm/episode/cpo-57/] * Kelly Maguire on LinkedIn [https://www.linkedin.com/in/kmaguire/] * Todd Juneau on LinkedIn [https://www.linkedin.com/in/toddjuneau/] * Vuja Dé Digital [https://vujadedigital.com/] Thanks so much for joining us this week. Want to subscribe to Contrary to Popular Opinion? Have some feedback you’d like to share? Connect with us on Spotify [https://open.spotify.com/show/7zfdNmA8zehTU9RCjeYSzI], Apple Podcasts [https://podcasts.apple.com/us/podcast/contrary-to-popular-opinion/id1743279046] and YouTube [https://www.youtube.com/channel/UCzxu33-b3R9QV3M1HJJvITQ] to leave us a review!

Shiny Object Syndrome: Why Tech Doesn’t Equal Strategy

In this episode, Todd and Kelly take on the marketing industry's obsession with AI tools, proprietary dashboards, and ever-expanding tech stacks. Fresh off a call with a tech partner showcasing a Bayesian MMM platform fused with an LLM, they dig into why so many agencies and in-house teams treat owning a tool as if it were the same as having an advantage. Their argument is simple and a little uncomfortable: the tool is never the value. The people using it, the strategy behind it, and the willingness to do the hard work of adoption are what actually move a business forward. They get into: → Why "access" to a platform anyone can license is not a competitive advantage → How shiny object syndrome turns six-figure platforms into expensive paperweights → Why your most experienced people are often the slowest to adopt new tech (and why that's a good sign) → How holdco pitches lean on whiz-bang capability while staying quiet on how those tools change real decisions → The F1 car analogy that explains why specs mean nothing without a race plan → The four RFP questions that separate real fire from pure smoke If you're a CMO or marketing leader writing your next RFP, this one will change the questions you ask. The takeaway: don't buy the smoke. Make sure there's real fire behind it. Chapters: * (00:00:00) The Easy Button Myth in Marketing Tech * (00:02:30) Can You Actually Trust What the AI Tool Tells You * (00:05:00) Access Versus Real Competitive Advantage * (00:07:30) Shiny Object Syndrome and the Expensive Paperweight * (00:11:00) Why Senior Teams Resist Adopting New Tools * (00:14:30) What Agency RFPs Get Wrong About Tech Stacks * (00:18:00) Talent Beats Technology Every Time * (00:22:30) The F1 Car Analogy: Specs Versus Race Plan * (00:27:00) Trust, Relationships, and Honest AI Use * (00:31:00) Do Not Sell the Smoke: The Real Takeaway Links and Resources: * Kelly Maguire on LinkedIn [https://www.linkedin.com/in/kmaguire/] * Todd Juneau on LinkedIn [https://www.linkedin.com/in/toddjuneau/] * Vuja Dé Digital [https://vujadedigital.com/] Thanks so much for joining us this week. Want to subscribe to Contrary to Popular Opinion? Have some feedback you’d like to share? Connect with us on Spotify [https://open.spotify.com/show/7zfdNmA8zehTU9RCjeYSzI], Apple Podcasts [https://podcasts.apple.com/us/podcast/contrary-to-popular-opinion/id1743279046] and YouTube [https://www.youtube.com/channel/UCzxu33-b3R9QV3M1HJJvITQ] to leave us a review!

If AI Buys Everything on Your Behalf, Where Does Advertising Fit In?

Todd and Kelly dive into a provocative Harvard Business Review article exploring how AI-powered commerce agents in China are already making purchasing decisions on behalf of consumers — and what that means for the entire marketing industry. Todd argues that these agents operate purely on algorithms, structured data, and utility signals, bypassing brand affinity and emotional connection entirely. Kelly pushes back, insisting that human preferences, emotional buying behavior, and brand loyalty still play a critical role — especially in US markets where consumers aren't ready to hand over full purchasing autonomy to a machine. The two debate whether performance marketing, attribution models, and traditional advertising funnels can survive in a world where the "customer" is an algorithm, not a person. They explore Google's Zero Moment of Truth framework, draw parallels to self-driving cars, and land on a shared conclusion: upstream strategic thinking and creative problem-solving will be more valuable than ever for marketing leaders navigating this shift. Chapters: * (00:00:00) - Cold open: How advertising shapes buying decisions today * (00:01:05) - Episode intro and Arsenal heartbreak * (00:02:00) - The HBR article: AI agents are conducting commerce in China * (00:05:05) - What happens to performance marketing when agents buy for you? * (00:07:10) - Todd vs. Kelly: Do AI agents follow brand preferences or pure algorithms? * (00:11:00) - Todd's case: Agents optimize on price, utility, and data — not loyalty * (00:14:00) - Kelly's counterpoint: Humans will never fully surrender emotional buying * (00:18:30) - Attribution in a black box: Can you track what an AI agent does? * (00:24:00) - The Zero Moment of Truth and why upstream marketing still matters * (00:31:00) - Final take: What CMOs and agencies need to prepare for now Links and Resources: * Kelly Maguire on LinkedIn [https://www.linkedin.com/in/kmaguire/] * Todd Juneau on LinkedIn [https://www.linkedin.com/in/toddjuneau/] * Vuja Dé Digital [https://vujadedigital.com/] Thanks so much for joining us this week. Want to subscribe to Contrary to Popular Opinion? Have some feedback you’d like to share? Connect with us on Spotify [https://open.spotify.com/show/7zfdNmA8zehTU9RCjeYSzI], Apple Podcasts [https://podcasts.apple.com/us/podcast/contrary-to-popular-opinion/id1743279046] and YouTube [https://www.youtube.com/channel/UCzxu33-b3R9QV3M1HJJvITQ] to leave us a review!

A 'Proven Agency Process' is Only Valuable if it Fits Your Business

Todd and Kelly address the real trade-offs between bespoke, tool-agnostic agency work and “proven framework” agencies, and when bringing marketing agency work in-house actually helps or hurts. They debate why productized agency “machines” sell so well (trophies, repeatability, and perceived certainty), why truly custom solutions are operationally harder but often better aligned to business realities, and how marketer expectations can get misaligned when a brand wants F1 performance with NASCAR budgets. They also dig into the talent, incentives, and learning dynamics that make it difficult for most brands to keep a truly top-tier media and marketing function in-house, unless the brand has enough scale, specialization, and leadership to sustain it. Chapters: * (00:00:00) Bespoke vs framework agencies: the core tension * (00:03:10) Tool-agnostic strategy: why “fit” beats defaulting to one platform * (00:06:20) Incentives, closed ecosystems, and where hidden money can show up * (00:08:50) Why the “shiny machine” sells (and why bespoke is harder to buy) * (00:11:20) Are clients paying for learning curves—or for edge? * (00:14:20) The F1 car analogy: trophies vs building the right car for the race * (00:17:00) Matching the “race” to the business: maturity, budgets, and constraints * (00:21:50) In-house vs agency: the talent and learning opportunity problem * (00:26:30) When in-house can work: scale, specialization, relationships, leadership * (00:30:10) The concentration risk: what happens when key people leave Links and Resources: * Kelly Maguire on LinkedIn [https://www.linkedin.com/in/kmaguire/] * Todd Juneau on LinkedIn [https://www.linkedin.com/in/toddjuneau/] * Vuja Dé Digital [https://vujadedigital.com/] Thanks so much for joining us this week. Want to subscribe to Contrary to Popular Opinion? Have some feedback you’d like to share? Connect with us on Spotify [https://open.spotify.com/show/7zfdNmA8zehTU9RCjeYSzI], Apple Podcasts [https://podcasts.apple.com/us/podcast/contrary-to-popular-opinion/id1743279046] and YouTube [https://www.youtube.com/channel/UCzxu33-b3R9QV3M1HJJvITQ] to leave us a review!

The Real Cost of AI: What Most Agencies Won't Tell You

Todd and Kelly address a growing tension in marketing: expectations that agency work should cost less because of AI, even as the cost of senior talent and modern tech stacks continues to rise. They argue that AI is powerful at improving the execution layer, including generating options, accelerating testing, and enhancing optimization workflows, but it cannot own judgment or decide what truly matters to a business. The conversation breaks down why “process agencies” often rely on junior teams and automation, why that model can amplify bad strategy, and why long-term success still depends on experienced marketers, transparent measurement, and aligned incentives that reward partners for going beyond “good enough.” Chapters: * (00:00:00) Intro: AI, agency economics, and why this topic matters now * (00:01:00) Inside the indie agency retreat: what the panel got right and missed * (00:02:30) The question clients avoid: why talent + tech is not getting cheaper * (00:04:00) What AI is actually improving: the execution layer and pitch theater * (00:05:30) The risk: junior teams + automation turning agencies into “process shops” * (00:06:45) Strategy still needs people: judgment, experience, and what matters most * (00:08:00) What clients are really buying when they hire an agency * (00:10:00) Short-term thinking, CMO pressure, and the “throw money at it” trap * (00:11:15) AI incentives and laziness: why cheap engagements lead to bare minimum * (00:13:10) Why aligned incentives matter: performance upside and shared wins * (00:16:00) How AI works (and doesn’t): probabilities, not reasoning or business context * (00:19:30) The team you actually need: strategy, account leadership, specialists, analysts * (00:25:00) The core contradiction: higher costs, higher expectations, lower fees * (00:28:30) Why clients choose the shiny pitch and then feel buyer’s remorse * (00:32:00) Procurement “guarantees” and why handcuffs break performance marketing * (00:36:30) The hidden risks: narrative control, papering over cracks, and trust * (00:38:15) “Rounding error” clients: why top talent moves to bigger, better-fit accounts * (00:40:15) The better bet: pay fairly, get priority, and use AI to raise outcomes * (00:41:45) Closing challenge: CMOs, explain why you expect more for less Links and Resources: * Kelly Maguire on LinkedIn [https://www.linkedin.com/in/kmaguire/] * Todd Juneau on LinkedIn [https://www.linkedin.com/in/toddjuneau/] * Vuja Dé Digital [https://vujadedigital.com/] Thanks so much for joining us this week. Want to subscribe to Contrary to Popular Opinion? Have some feedback you’d like to share? Connect with us on Spotify [https://open.spotify.com/show/7zfdNmA8zehTU9RCjeYSzI], Apple Podcasts [https://podcasts.apple.com/us/podcast/contrary-to-popular-opinion/id1743279046] and YouTube [https://www.youtube.com/channel/UCzxu33-b3R9QV3M1HJJvITQ] to leave us a review!