EPISODE · May 14, 2026 · 23 MIN
Turn AI Into Revenue: Quantitative Marketing, ROAS & AI Workflows with Eric Samson 🚀
from Marketing in the Age of AI · host Emanuel Rose
Episode OverviewAI can generate impressive outputs—but the real advantage comes from knowing what to ask, what metrics matter, and how to guide the final 10% that transforms AI from “interesting” into revenue-generating.📚 What You'll LearnWhy most AI marketing systems fail without expert guidanceHow Group 8A uses quantitative audits to evaluate ad performanceThe importance of the “final 10%” in AI workflowsHow AI can improve marketing operations and team managementWhy prompting AI correctly matters more than everHow AI is helping agencies build scalable internal toolsThe role of human expertise in AI-powered marketing systemsHow feedback loops improve both AI systems and leadership skills👤 Featured Guest: Eric Samson is the founder of Group 8A, a New York-based digital agency focused on scalable demand-generation programs, performance marketing, and ROAS-based growth strategies.His team specializes in combining human expertise with AI-powered workflows to improve ad performance, optimize campaigns, and create measurable revenue impact for clients.🔍 Episode HighlightsThe origin story behind Group 8AWhy ROAS-based scaling changes agency incentivesUsing AI to simulate a year of ad performance dataBuilding AI dashboards for quantitative auditsWhy the “last 10%” of AI work is the hardest partClaude vs ChatGPT for professional workflowsAI-powered meeting scoring using Fireflies transcripts How AI is reshaping management and team feedback systemsThe future of SaaS tools built accidentally through internal AI workflows🔗 Connect and Explore MoreConnect with Emanuel Rose:Website: https://emanuelrose.com/LinkedIn: https://www.linkedin.com/in/b2b-leadgeneration/Instagram: https://www.instagram.com/emanuelroseauthor/Facebook: https://www.facebook.com/EmanuelRoseAuthorYouTube: https://www.youtube.com/@marketingintheageofai-ec6fxConnect with Eric Samson:LinkedIn: https://www.linkedin.com/in/ericsamson📖 Further Reading & ResourcesBlog Post: https://emanuelrose.com/turn-ai-into-revenue-how-to-build-quantitative-marketing-advantage/📌 Related Resources:Authentic Marketing in the Age of AI:https://emanuelrose.com/product/authentic-marketing-in-the-age-of-ai/Emanuel Rose Website:https://emanuelrose.com/If you enjoyed this conversation, make sure to:👍 Like this video💬 Leave a comment with your biggest AI workflow takeaway🔔 Subscribe for more conversations on AI, marketing, business growth, and practical implementation strategies#ArtificialIntelligence #MarketingStrategy #DigitalTransformation #AIWorkflows #ROAS #PerformanceMarketing #PromptEngineering #MarketingAI #BusinessGrowth #ClaudeAI #ChatGPT #AILeadership #DigitalMarketing #MarketingInTheAgeOfAI
What this episode covers
Episode OverviewAI can generate impressive outputs—but the real advantage comes from knowing what to ask, what metrics matter, and how to guide the final 10% that transforms AI from “interesting” into revenue-generating.📚 What You'll LearnWhy most AI marketing systems fail without expert guidanceHow Group 8A uses quantitative audits to evaluate ad performanceThe importance of the “final 10%” in AI workflowsHow AI can improve marketing operations and team managementWhy prompting AI correctly matters more than everHow AI is helping agencies build scalable internal toolsThe role of human expertise in AI-powered marketing systemsHow feedback loops improve both AI systems and leadership skills👤 Featured Guest: Eric Samson is the founder of Group 8A, a New York-based digital agency focused on scalable demand-generation programs, performance marketing, and ROAS-based growth strategies.His team specializes in combining human expertise with AI-powered workflows to improve ad performance, optimize campaigns, and create measurable revenue impact for clients.🔍 Episode HighlightsThe origin story behind Group 8AWhy ROAS-based scaling changes agency incentivesUsing AI to simulate a year of ad performance dataBuilding AI dashboards for quantitative auditsWhy the “last 10%” of AI work is the hardest partClaude vs ChatGPT for professional workflowsAI-powered meeting scoring using Fireflies transcripts How AI is reshaping management and team feedback systemsThe future of SaaS tools built accidentally through internal AI workflows🔗 Connect and Explore MoreConnect with Emanuel Rose:Website: https://emanuelrose.com/LinkedIn: https://www.linkedin.com/in/b2b-leadgeneration/Instagram: https://www.instagram.com/emanuelroseauthor/Facebook: https://www.facebook.com/EmanuelRoseAuthorYouTube: https://www.youtube.com/@marketingintheageofai-ec6fxConnect with Eric Samson:LinkedIn: https://www.linkedin.com/in/ericsamson📖 Further Reading & ResourcesBlog Post: https://emanuelrose.com/turn-ai-into-revenue-how-to-build-quantitative-marketing-advantage/📌 Related Resources:Authentic Marketing in the Age of AI:https://emanuelrose.com/product/authentic-marketing-in-the-age-of-ai/Emanuel Rose Website:https://emanuelrose.com/If you enjoyed this conversation, make sure to:👍 Like this video💬 Leave a comment with your biggest AI workflow takeaway🔔 Subscribe for more conversations on AI, marketing, business growth, and practical implementation strategies#ArtificialIntelligence #MarketingStrategy #DigitalTransformation #AIWorkflows #ROAS #PerformanceMarketing #PromptEngineering #MarketingAI #BusinessGrowth #ClaudeAI #ChatGPT #AILeadership #DigitalMarketing #MarketingInTheAgeOfAI
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Turn AI Into Revenue: Quantitative Marketing, ROAS & AI Workflows with Eric Samson 🚀
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