{"podcast":{"title":"Brilliant Commerce","slug":"brilliant-commerce-7086880","podcast_index_feed_id":7086880,"rss_url":"https://anchor.fm/s/10e2e5fcc/podcast/rss","website_url":"https://brilliantcommerce.podbean.com","image_url":"https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/45228875/e69b14d98ae3b3d5.jpg","author":"Chord Commerce","episode_count":24,"summary":"Unfiltered conversations with operators behind iconic commerce brands, hosted by Chord Commerce CEO Bryan Mahoney, about what actually makes their tech, teams, and customer relationships work.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/brilliant-commerce-7086880"},"episode":{"title":"Kosterina's Samuel Davel on Use Case Repositioning: How One Campaign Defied All Expectations","slug":"kosterina-s-samuel-davel-on-use-case-repositioning-how-one-campaign-defied-all-expectations","published_at":"2025-08-27T19:13:28+00:00","page_url":"https://stenobird.com/podcast/brilliant-commerce-7086880/kosterina-s-samuel-davel-on-use-case-repositioning-how-one-campaign-defied-all-expectations","show_page_url":"https://stenobird.com/podcast/brilliant-commerce-7086880","url":"https://podcasters.spotify.com/pod/show/front-lines-studios85/episodes/Kosterinas-Samuel-Davel-on-Use-Case-Repositioning-How-One-Campaign-Defied-All-Expectations-e3e0qv4","audio_url":"https://anchor.fm/s/10e2e5fcc/podcast/play/114370980/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-0-22%2F416597291-44100-2-4760620fe594205a.mp3","summary":"When a premium olive oil brand discovers ChatGPT is driving thousands of dollars in monthly revenue with zero paid spend, it signals a fundamental shift in how consumer education creates both immediate sales and long-term category growth. Samuel Davel reveals how Kosterina's military-disciplined approach to growth measurement exposed agency manipulation while building a repeatable framework for omnichannel brand expansion. Key Topics Discussed: Strategic pivot from lifestyle to educational UGC content - Sam details Kosterina's complete content strategy overhaul from recipe and lifestyle imagery to educational UGC focused on olive oil quality differentiation (single-sourced, early harvested, polyphenol content). The counterintuitive approach: educating consumers to make better category decisions regardless of brand choice, creating informed buyers who drive overall premium segment growth. MER implementation as singular North Star metric - Moving beyond platform-reported ROAS to Media Efficiency Ratio (total revenue ÷ total spend) as the primary decision-making metric. Samuel explains how this holistic view caught their previous agency's manipulation: 85% view-through attribution on Meta and branded search terms stuffed into Performance Max campaigns inflating a 12X reported ROAS while revenue remained flat. Use case repositioning that transforms consumption patterns - Sam Davel's tactical repositioning of olive oil from cooking ingredient to daily wellness ritual. The campaign he expected to fail became their highest-performing January initiative, demonstrating how use case repositioning can unlock entirely new consumption patterns and purchase frequency without product changes. Advanced agency vetting framework beyond basic credentials - Samuel due diligence checklist:…","meta_description":"When a premium olive oil brand discovers ChatGPT is driving thousands of dollars in monthly revenue with zero paid spend, it signals a fundamental shift i…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2374,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/brilliant-commerce-7086880/episodes/kosterina-s-samuel-davel-on-use-case-repositioning-how-one-campaign-defied-all-expectations/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/brilliant-commerce-7086880/kosterina-s-samuel-davel-on-use-case-repositioning-how-one-campaign-defied-all-expectations.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}