MarTech Podcast // Marketing + Technology = Business Growth

AI vendors overuse "agentic" without explaining real business value. Chris O'Neill, CEO of GrowthLoop, brings decades of scaling experience from Google Canada ($500M to $2B) and launching Glean to $7.2B valuation. He shares how to bypass lengthy proof-of-concept cycles by moving customers directly into production within 24 hours. O'Neill discusses building composable CDPs that automate marketing cycles and create compounding growth engines through intelligent data activation.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Most marketers claim to be data-driven but lack the infrastructure to act on insights in real-time. Chris O'Neill, CEO of GrowthLoop, brings experience scaling Google Canada from $500M to $2B and launching Glean to a $7.2B valuation. He explains how agentic AI learns from customer data to automate marketing cycles across channels and discusses rapid deployment strategies that bypass traditional six-week proof-of-concept timelines. O'Neill also shares how composable CDPs create compounding growth engines that iterate based on real-time performance insights.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Marketing teams struggle with AI workflow implementation at scale. Chris O'Neill, CEO of GrowthLoop, brings experience scaling Google Canada from $500M to $2B and launching Glean to a $7.2B valuation. He demonstrates using Claude for automated investor updates and building custom applications that convert newsletters into podcast feeds through transcription and RSS automation. The discussion covers agentic AI systems that learn from data patterns and activate across marketing channels with real-time performance optimization.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

AI threatens traditional customer data platforms with automated marketing cycles. Chris O'Neill, CEO of GrowthLoop, brings experience scaling Google Canada to $2B and launching Glean to a $7.2B valuation. He discusses how agentic AI learns from data patterns to activate campaigns across channels automatically. The conversation covers building composable CDPs that iterate based on real-time performance insights and circumventing traditional proof-of-concept timelines to deploy marketing automation within 24 hours.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

AI forces marketing teams to pivot faster than ever before. Chris O'Neill, CEO of GrowthLoop, brings experience scaling Google Canada from $500M to $2B and launching Glean to a $7.2B valuation. He explains how agentic AI learns from customer data to automate marketing cycles across channels. The discussion covers building compounding growth engines that iterate based on real-time performance insights.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Marketing teams waste 90% of their martech stack capabilities. Chris O'Neill, CEO of GrowthLoop, explains how agentic AI transforms data warehouses into intelligent marketing engines that learn and optimize automatically. The conversation covers composable CDP architecture that brings AI directly to your data cloud, always-on measurement systems that replace traditional A/B testing, and causal decisioning frameworks that prove marketing's impact on lifetime value rather than just correlation metrics.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Digital out-of-home spend will surpass static billboards within five years. Alex Weinberger, General Manager of DOOH at AdRoll, explains how programmatic buying has transformed outdoor advertising into a measurable, targetable channel. The discussion covers real-time bidding for screen selection across venues from gyms to airports, attribution methods including foot traffic tracking and brand lift studies, and creative strategies that maximize the four-second attention window with bold visuals and minimal text.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Most marketers think billboards are just brand awareness plays. Alex Weinberger is General Manager of Digital Out-of-Home at AdRoll, where he's leading the launch of programmatic DOOH across their growth marketing platform. The conversation covers using geofencing to target decision-makers at their headquarters with dayparted campaigns, leveraging foot traffic attribution to measure real-world conversions, and building omnichannel strategies that connect DOOH exposure to retargeting campaigns across display and CTV.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Digital out-of-home advertising lacks programmatic targeting capabilities. Alex Weinberger is General Manager of DOOH at AdRoll, specializing in programmatic media and full-funnel advertising strategies. The discussion covers real-time bidding for screen selection, device exposure tracking within preset radiuses around digital screens, and attribution methods including foot traffic analysis and brand lift studies.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Digital out-of-home advertising lacks proper attribution and targeting capabilities. Alex Weinberger is General Manager of Digital Out-of-Home at AdRoll, specializing in programmatic DOOH media buying and full-funnel campaign strategies. The discussion covers programmatic real-time bidding for screen selection across roadside billboards and place-based venues like gyms and restaurants, foot traffic attribution using device proximity measurement within preset radiuses, and omnichannel retargeting by connecting exposed devices to display and CTV campaigns.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Digital out-of-home advertising is becoming programmatically targetable and measurable. Alex Weinberger, General Manager of DOOH at AdRoll, explains how programmatic buying has transformed traditional billboards into a full-funnel marketing channel. The conversation covers real-time bidding for screen selection across 97 venue types, attribution methods including foot traffic and brand lift studies, and retargeting capabilities that connect physical world exposure to digital follow-up campaigns.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Digital out-of-home advertising is becoming programmatically targetable and measurable. Alex Weinberger is General Manager of DOOH at AdRoll, specializing in programmatic media and revenue growth strategies. The discussion covers real-time bidding for screen selection, device-level exposure tracking for attribution, and multi-channel retargeting capabilities that connect physical world impressions to digital follow-up campaigns.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Organic podcast growth depends on genuine audience reaction, not vanity metrics. Cody Gough, Podcast Growth Strategist at NerdWallet, explains how to identify real market fit through authentic engagement signals. He reveals why unsolicited listener feedback indicates true value delivery and discusses how to distinguish between genuine fans and transactional outreach when measuring podcast success.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Most business podcasts fail when they add video without understanding audience behavior. Cody Gough, Podcast Growth Strategist at NerdWallet, has scaled award-winning shows for global brands including Discovery and built Curiosity Daily into a top science podcast. He reveals why genuine listener reactions signal true market fit over vanity metrics. Gough explains how to build sustainable organic growth by focusing on community engagement rather than just distributing audio content.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

NerdWallet is on a mission to help provide clarity for consumers and SMBs so they can make financial decisions with confidence. We work hard to cultivate an award-winning culture in which our Nerds can realize this mission, and we pride ourselves on the programs we've created to positively impact the lives of our consumers, our Nerds, and our wider world.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Organic podcast growth remains elusive for most marketing teams despite massive content investments. Cody Gough, Podcast Growth Strategist at NerdWallet, has scaled award-winning shows for global brands including Discovery and built Curiosity Daily into a top science podcast. He identifies authentic audience reactions and unsolicited listener engagement as the primary indicators of true podcast market fit. The conversation covers sustainable growth strategies that prioritize genuine community building over vanity metrics.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Most podcasts fail because they prioritize vanity metrics over genuine audience connection. Cody Gough, Podcast Growth Strategist at NerdWallet, has scaled award-winning shows for global brands including Discovery and built Curiosity Daily into a top science podcast. He explains how authentic social engagement signals true market fit and why unsolicited listener feedback indicates sustainable organic growth. Gough demonstrates how to distinguish between genuine audience value and promotional noise when measuring podcast success.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Organic podcast growth remains elusive for most business shows. Cody Gough is a Podcast Growth Strategist at NerdWallet with over 20 years of content marketing experience who has scaled award-winning shows for global brands including Discovery. He reveals strategic keyword optimization in titles and publisher names can drive 15-20% organic download growth, guest swaps with fellow podcast hosts generate the highest conversion rates, and YouTube's algorithm prioritizes short-form content over long-form business podcasts requiring different content strategies for each platform.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

B2B marketers struggle with dark funnel attribution challenges. Chris Golec, CEO and founder of Channel99 and former Demandbase founder, explains how to illuminate hidden customer journeys that traditional analytics miss. The discussion covers view-through attribution methodologies using smart pixels and API integrations, account-based measurement approaches that reveal 3x more website visitors than industry standards, and AI-powered decision engines that can generate media mix recommendations in seconds based on cost-per-engagement metrics across channels.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

B2B marketers struggle with dark funnel attribution challenges. Chris Golec, CEO of Channel99 and former Demandbase founder, explains how 70% of website traffic gets misclassified as "direct" when it actually comes from identifiable marketing channels. The discussion covers view-through attribution methodologies that reveal 3x more visitor sources, account-based tracking using network IPs and user agents, and AI-powered decision engines that analyze marketing spend efficiency across channels like LinkedIn organic social and display advertising.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

B2B marketers struggle with dark funnel attribution challenges. Chris Golec, CEO and founder of Channel99 and former founder of Demandbase, explains how to solve marketing attribution problems that hide 70% of website traffic sources. The discussion covers view-through attribution methodologies that reveal 4-5 times more engagement than click-through metrics, account-based tracking systems using network IP and user agent data, and AI-powered decision engines that can generate media mix recommendations in seconds based on cost-per-engagement analytics across channels.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Most B2B marketers can't act on their attribution data because 80% of website traffic gets misclassified as "direct." Chris Golec, CEO and founder of Channel99, explains how to solve the dark funnel problem that's costing companies millions in misallocated marketing spend. The discussion covers smart pixel implementation for view-through attribution, API integrations with LinkedIn and CRM systems to track account-level engagement, and using AI-powered decision engines to optimize marketing investment across channels based on cost-per-engagement metrics.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

B2B demand generation struggles with vanity metrics over pipeline results. Nick Zeckets, Chief Fire Starter at Smoke Signals AI, brings serial MarTech founder experience and AI-first HubSpot agency expertise to signal-based marketing. He explains how to redesign demand generation systems using AI agents and HubSpot workflows to capture buying signals that convert to measurable revenue. The discussion covers bootstrapping versus venture capital strategies for sustainable MarTech business growth.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Signal-based demand generation requires tracking the right data points. Nick Zeckets, Chief Fire Starter at Smoke Signals AI, brings expertise from two MarTech exits and building AI-first HubSpot programs. He identifies SEC filings as the most valuable signal for enterprise sales, revealing executive discussions about business risks, projections, and budget allocations. Executive hiring patterns at VP-level and above indicate strategic shifts and fresh budget priorities, while M&A activity creates 18-36 months of organizational change and new problem sets.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Traditional demand generation metrics miss the signals that predict actual buying intent. Nick Zeckets, Chief Fire Starter at Smoke Signals AI, explains how to track meaningful buyer behavior instead of vanity metrics. He identifies SEC filings as goldmines for understanding budget priorities and business direction, executive hiring patterns as indicators of strategic shifts and fresh budgets, and M&A activity as predictors of 18-36 month organizational challenges. These three signal types help B2B companies focus on prospects with genuine purchase intent rather than surface-level engagement.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Signal-based demand generation replaces traditional lead scoring with real buying intent data. Nick Zeckets, Chief Fire Starter at Smoke Signals AI, brings expertise from two MarTech exits and building AI-first HubSpot solutions. He advocates bootstrapping over venture capital to maintain customer focus and control. The discussion covers transitioning from vanity metrics to pipeline measurement and redesigning demand generation systems for AI-driven buyer behavior tracking.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Traditional intent data fails to predict actual buying behavior. Nick Zeckets, Chief Fire Starter at Smoke Signals AI, explains how signal-based demand generation replaces outdated intent tracking methods. He outlines strategies for capturing alpha signals through AI-powered content engagement, building custom HubSpot workflows that activate on meaningful buyer interactions, and measuring pipeline generation instead of vanity metrics.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Most AI implementations fail because companies lack proper data foundations and context integration. Ariel Kelman, President and CMO at Salesforce, explains how their Agentforce platform addresses these fundamental challenges through trusted enterprise data connections. The conversation covers Salesforce's trust-first approach to AI agents, practical deployment strategies for marketing teams, and measurable results including $27 million in incremental pipeline from automated lead follow-up and 77% customer support case resolution rates.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

AI-powered video production is replacing traditional filmed advertising. Ariel Kelman, President and CMO at Salesforce, explains how marketers will abandon manual video creation within five years. His team built a complete animated flythrough of four event spaces in six hours using AI video tools, a project that previously would have required massive crews and budgets. Salesforce now chains together AI production tools that transform stills and short clips into high-quality 30-second spots without traditional film crews.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

AI agent implementations fail when companies lack proper data foundations and change management. Ariel Kelman, President and CMO at Salesforce, explains how his company achieved measurable results with AgentForce across customer service and marketing operations. The discussion covers Salesforce's trust-first approach to AI context, their $100 million cost savings from automated customer support, and the 20% increase in sales pipeline from website AI agents.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Most AI agents fail because companies lack proper data context and foundations. Ariel Kelman, President and CMO at Salesforce, explains why 95% of generative AI pilots don't deliver measurable business impact. He discusses Salesforce's trust-first approach with AgentForce, which has generated over $27 million in incremental pipeline and saved $100 million through automated customer support handling 77% of cases.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Most AI implementations fail because companies lack proper data context and integration. Ariel Kelman is President and Chief Marketing Officer at Salesforce, leading their global marketing organization and Agentforce AI platform development. Salesforce's trust-first approach connects enterprise data to AI models, enabling 77% case resolution rates and $100+ million in cost savings through their customer support agents, plus 20% increased sales pipeline from website AI interactions.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

AI agents fail because companies lack proper data context and change management. Ariel Kelman is President and Chief Marketing Officer at Salesforce, leading their global marketing organization and AgentForce platform development. He discusses Salesforce's trust-first approach using their Data360 customer data platform to provide AI agents with complete customer context, implementing two-way email campaigns that allow interactive customer engagement, and deploying lead qualification agents that generated $27 million in incremental pipeline by processing 200,000 previously unworked leads.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Creative approval workflows create bottlenecks that slow teams down. Christine Royston, CMO at Wrike, explains how AI-powered orchestration eliminates manual handoffs in marketing operations. Her team automated approval routing with role-based permissions and built integrated review systems that keep all feedback centralized within their workflow management platform.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Creative teams waste hours on approval bottlenecks and unclear handoffs. Christine Royston, CMO at Wrike, explains how AI-powered workflow orchestration eliminates these friction points. She details automated approval routing systems that clarify roles and responsibilities, plus integration strategies that keep all creative collaboration within a single platform to prevent conflicting feedback loops.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Creative teams struggle with approval bottlenecks and manual handoffs. Christine Royston, CMO at Wrike, explains how AI-led orchestration streamlines creative collaboration for 20,000+ companies including Airbnb and NVIDIA. She details automated approval routing systems that eliminate confusion over roles and responsibilities, centralized workflow management that keeps all reviews and commentary in one platform, and intelligent task orchestration that automatically routes work to the right people with clear deadlines.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Creative teams struggle with approval bottlenecks and manual handoffs. Christine Royston, CMO at Wrike, explains how workflow management platforms eliminate these friction points through intelligent orchestration. Her team built automated approval routing that assigns specific reviewers based on asset type, sets clear turnaround times, and routes requests to backup approvers when primary contacts are unavailable. The system centralizes all feedback and approvals within a single platform, preventing conflicting input and reducing project delays.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Marketing teams struggle with AI workflow orchestration. Christine Royston, CMO at Wrike, explains how to move beyond task automation to strategic creative collaboration. She discusses building standardized workflows while preserving 15-20% capacity for reactive market opportunities, implementing approval routing systems that eliminate manual handoffs, and using AI for personalization without losing human judgment and brand oversight.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Direct mail conversion rates outperform email by 3x despite rising postal costs. Ryan Ferrier is CEO of Lob, the direct mail automation platform serving over 12,000 businesses including L'Occitane and SimpliSafe. The discussion covers AI-powered routing algorithms that optimize speed versus cost trade-offs, API-triggered mail campaigns based on digital events like cart abandonment, and QR code attribution systems that deliver 5% average conversion rates with personalized landing pages.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Performance marketers struggle with direct mail attribution and speed. Ryan Ferrier is CEO of Lob, the direct mail automation platform serving over 12,000 businesses with API-driven personalized campaigns. The discussion covers AI-powered delivery optimization that automatically selects standard vs. first-class postage based on speed requirements, real-time address verification APIs that prevent undeliverable mail and save millions in wasted sends, and QR code attribution systems with personalized URLs achieving 5% average conversion rates and up to 30% for compliance-ready campaigns.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Direct mail automation struggles with speed and attribution challenges. Ryan Ferrier is CEO of Lob, the direct mail automation platform used by over 12,000 businesses to modernize physical mail campaigns. The discussion covers AI-powered routing algorithms that optimize speed versus cost trade-offs, API-triggered mail pieces that respond to digital events like cart abandonment, and QR code attribution systems that achieve 5% average conversion rates with personalized landing pages.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Direct mail conversion rates outperform email by 300%. Ryan Ferrier is CEO of Lob, the direct mail automation platform serving over 12,000 businesses including L'Occitane and SimpliSafe. His team discusses API-triggered mail campaigns that respond to cart abandonment within three days, AI algorithms that optimize postage costs by routing mail through national printer networks, and QR code attribution systems generating 25% conversion rates for personalized landing pages.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Direct mail faces attribution and personalization challenges despite rising investment. Ryan Ferrier is CEO of Lob, the direct mail automation platform serving over 12,000 businesses with API-driven mail campaigns. The discussion covers AI-powered routing algorithms that optimize speed versus cost trade-offs, personalized QR codes with custom landing pages achieving 5% average conversion rates, and automated address verification systems that prevent undeliverable mail sends.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

MarTech vendors face an 8.6% annual churn rate despite AI expansion. Scott Brinker, VP of Platform Ecosystem at HubSpot and founder of chiefmartec.com, explains how AI disruption is reshaping vendor strategies and market dynamics. He discusses context engineering as the evolution beyond prompt engineering, the shift from deterministic to adaptive AI workflows, and why 2026 will be defined by AI-empowered customers taking control of their buying journeys rather than following traditional marketing funnels.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Marketing technology stacks are expanding faster than teams can manage them. Scott Brinker, VP of Platform Ecosystem at HubSpot and founder of chiefmartec.com, explains how 5,384 martech tools now exist despite 8.6% vendor churn. He discusses context engineering as the evolution beyond prompt engineering, combining structured workflows with LLM capabilities for data analysis and customer service automation. Brinker predicts 2026 will shift power to AI-enabled buyers who bypass traditional sales funnels using agentic browsers for pricing analysis and product research.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Marketing technology strategy faces unprecedented complexity as AI transforms customer behavior. Scott Brinker, VP of Platform Ecosystem at HubSpot and founder of chiefmartec.com, explains how 2026 will shift power from marketers to AI-empowered buyers. He covers context engineering as the evolution beyond prompt engineering, combining deterministic workflows with adaptive LLM capabilities for better data analysis and customer service automation. Brinker predicts orchestration platforms will emerge to manage the chaos as every employee becomes a software developer through AI tools.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

MarTech faces an 8.6% vendor churn rate despite AI expansion. Scott Brinker, VP of Platform Ecosystem at HubSpot and founder of chiefmartec.com, shares insights on navigating the evolving landscape where AI didn't consolidate MarTech but fragmented it further. He discusses context engineering as the evolution beyond prompt engineering, combining deterministic workflows with LLM capabilities for better data analysis and customer service automation. Brinker predicts 2026 will shift focus from AI for marketers to AI for customers, fundamentally disrupting traditional sales playbooks as buyers gain information asymmetry through agentic browsers and AI assistants.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

MarTech stack complexity is exploding despite consolidation predictions. Scott Brinker, VP of Platform Ecosystem at HubSpot and founder of chiefmartec.com, reveals why AI added 1,200 new vendors while eliminating just as many in 2025. He explains how agentic AI is shifting power from marketers to customers, breaking traditional sales playbooks as buyers use AI agents to research pricing and bypass controlled journeys. Brinker outlines context engineering as the evolution beyond prompt engineering, requiring marketers to bundle instructions, data access, and tool permissions for effective AI deployment.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

AI personalization crosses the line when customers can't understand why they're receiving specific treatments. Kathryn Rathje, Partner at McKinsey, explains how marketers often expose too much data instead of focusing on relevance. She discusses the value exchange principle for ethical personalization and why context matters more than data volume. The conversation covers dynamic billboard targeting, spectrum-based personalization approaches, and avoiding the "mad libs of data" trap that makes AI-driven outreach feel invasive rather than helpful.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Marketing leadership faces a critical skills gap in data-driven strategy execution. Kathryn Rathje, Partner at McKinsey's Growth, Marketing & Sales Practice, specializes in sustainable growth transformations for consumer brands. She discusses combining quantitative analytics with creative marketing approaches to deliver personalized customer value. The conversation covers data-driven marketing evolution since 2009 and frameworks for making marketing a strategic champion within organizations.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Marketing leaders are falling into shiny object syndrome instead of building systematic growth strategies. Kathryn Rathje, Partner at McKinsey's Growth, Marketing & Sales Practice, explains how to escape the pilot trap that's plaguing marketing organizations. She outlines a framework for rewiring marketing functions around data and AI fundamentals, distinguishes between one-way and two-way strategic decisions, and shares McKinsey's approach to creating scalable personalization workflows that drive measurable business value.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.