Season 6, Episode 16: Can an LLM evaluate ad creative? (with Luca Fiaschi)
My guest on this episode of the podcast is Luca Fiaschi, a machine learning expert who previously held executive data science roles at MistPlay, StitchFix, and HelloFresh. Luca is now a Partner for the Generative AI vertical at PyMC Labs, a consultancy that specializes in the application of Bayesian methods to business problems and which maintains the open source PyMC library for Bayesian statistical modeling as well as the open source PyMC Marketing media mix modeling library. The subject of my discussion with Luca is PyMC Labs' recent paper, LLMs Reproduce Human Purchase Intent via Semantic Similarity Elicitation of Likert Ratings. I found the paper fascinating and wrote an overview on LinkedIn; the paper's authors (from PyMC Labs as well as Colgate) use an LLM to score product concepts, finding that the distribution of LLM-produced scores can be comparable to that produced by human panels.Among other things, the podcast episode covers:Background on the paper, and how the partnership with Colgate-Palmolive came about.An overview of the LLM querying methodologies used in the paper and how they produced score distributions.The approaches used in the paper for calculating similarities between the LLM-produced and human-produced scores.The conclusions / findings of the paper.What the implications of the paper are on marketing creative ideation and the use of LLMs for evaluating product and advertising concepts.Thanks to the sponsors of this week’s episode of the Mobile Dev Memo podcast:Xsolla. With the Xsolla Web Shop, you can create a direct storefront, cut fees down to as low as 5%, and keep players engaged with bundles, rewards, and analytics.INCRMNTAL. True attribution measures incrementality, always on.Universal Ads is Comcast’s self-serve TV ads platform that lets you launch campaigns in minutes across premium inventory from NBC, Paramount, Warner Bros. Discovery, Roku, and more.Interested in sponsoring the Mobile Dev Memo podcast? Contact Marketecture.
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Season 6, Episode 15: MDM Mailbag #6 (with Sylvain Gauchet)
The sixth installment of the Mobile Dev Memo mailbag features app monetization expert Sylvain Gauchet. Sylvain formerly served as Babbel's US Director of Revenue Strategy and now works with a number of subscription apps on revenue growth as an advisor and fractional executive. Additionally, Sylvain runs the GrowthGems newsletter, for which he scours the internet for valuable content related to growth and surfaces the most relevant and actionable insights from it.Thanks to the sponsors of this week’s episode of the Mobile Dev Memo podcast:Xsolla. With the Xsolla Web Shop, you can create a direct storefront, cut fees down to as low as 5%, and keep players engaged with bundles, rewards, and analytics.INCRMNTAL. True attribution measures incrementality, always on.Universal Ads is Comcast’s self-serve TV ads platform that lets you launch campaigns in minutes across premium inventory from NBC, Paramount, Warner Bros. Discovery, Roku, and more.Interested in sponsoring the Mobile Dev Memo podcast? Contact Marketecture.
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Season 6, Episode 14: Zero-to-one product growth (with Daphne Tideman)
In this week's episode of the podcast, I speak with Daphne Tideman, a product growth expert who runs the Growth Waves newsletter. The topic of our conversation is "zero-to-one growth": the tactics developers can utilize to validate and optimize their product to ultimately enable scaled user acquisition.Among other things, we cover:The purpose of early audience validationHow monetization can be validated without actually being implemented in a productHow developers can assess product-market fit at various points in the development cycleHow a developer can recognize that their optimal audience isn't being servedHow user feedback can contribute to a developer’s understanding of product-market fitWhether and how a developer can quantify the scale of their product's opportunityHow to recognize product-market fit in the soft launch / beta stageThanks to the sponsors of this week’s episode of the Mobile Dev Memo podcast:Xsolla. With the Xsolla Web Shop, you can create a direct storefront, cut fees down to as low as 5%, and keep players engaged with bundles, rewards, and analytics.INCRMNTAL. True attribution measures incrementality, always on.Universal Ads is Comcast’s self-serve TV ads platform that lets you launch campaigns in minutes across premium inventory from NBC, Paramount, Warner Bros. Discovery, Roku, and more.Interested in sponsoring the Mobile Dev Memo podcast? Contact Marketecture.The Mobile Dev Memo podcast is available on:Apple PodcastsSpotify
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Season 6, Episode 13: MDM Mailbag #5 (with Kate Minogue)
In this week's episode of the podcast, I speak with Kate Minogue, a fractional CPO and advisor for consumer and ad tech companies. Kate also runs the AI Leadership Lab, an AI leadership course. Previously, Kate worked in marketing measurement at Meta. This episode is the fifth installment of the MDM Mailbag series, in which I bring experts onto the podcast to answer questions fielded from the Mobile Dev Memo community.The questions posed to Kate related to:The nature of being a fractional executive (including incentive alignment, compensation, and time commitment)Ad monetization for chatbotsHow companies can establish defensible moats when development costs are eroded through AI toolsThe capabilities needed to optimize AI-native productsHow AI-native apps should design for engagementThanks to the sponsors of this week’s episode of the Mobile Dev Memo podcast:Xsolla. With the Xsolla Web Shop, you can create a direct storefront, cut fees down to as low as 5%, and keep players engaged with bundles, rewards, and analytics.INCRMNTAL. True attribution measures incrementality, always on.Universal Ads is Comcast’s self-serve TV ads platform that lets you launch campaigns in minutes across premium inventory from NBC, Paramount, Warner Bros. Discovery, Roku, and more.Interested in sponsoring the Mobile Dev Memo podcast? Contact Marketecture.
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Season 6, Episode 12: The eCommerce creative opportunity (with Dan Pantelo)
My guest on this week's episode of the podcast is Dan Pantelo, the CEO and founder of Marpipe, a platform that enables eCommerce companies to build dynamic product ads. In our conversation, we discuss:The necessity of exhaustive creative experimentation in eCommerce advertisingWhether and how advertisers can create an effective feedback loop between advertising creative and product design / product conceptingCurrent best practices with ad creative testingHow AI can be applied to creative production currentlyThe general health of the D2C ecosystemThanks to the sponsors of this week’s episode of the Mobile Dev Memo podcast:Xsolla. With the Xsolla Web Shop, you can create a direct storefront, cut fees down to as low as 5%, and keep players engaged with bundles, rewards, and analytics.INCRMNTAL. True attribution measures incrementality, always on.Universal Ads is Comcast’s self-serve TV ads platform that lets you launch campaigns in minutes across premium inventory from NBC, Paramount, Warner Bros. Discovery, Roku, and more.Interested in sponsoring the Mobile Dev Memo podcast? Contact Marketecture.The Mobile Dev Memo podcast is available on:Apple PodcastsSpotify
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