Limited Supply - Episode S12 E6: Redefining Media and Marketing Measurement
Host: Nik Sharma
Guest: Michael True, CEO of Prescient AI
Release Date: May 14, 2025
Introduction
In Season 12 of Limited Supply, host Nik Sharma delves into the intricate world of media and marketing measurement with special guest Michael True, CEO of Prescient AI. This episode, titled "Redefining Media and Marketing Measurement," offers an in-depth exploration of Media Mix Modeling (MMM), its evolution, and how modern tools like Prescient AI are transforming the landscape for Direct-to-Consumer (DTC) brands.
Understanding Media Mix Modeling (MMM)
Nik opens the discussion by setting the stage for today's focus: Media Mix Modeling (MMM). He highlights MMM as the third pillar in marketing measurement, alongside Multi-Touch Attribution (MTA) and incrementality.
Notable Quote:
Nick Sharma [03:00]: "MMM is top of funnel measurement. And then how do you, you know, reallocate and re-optimize your budgets?"
Michael True’s Journey and Prescient AI’s Genesis
Michael True shares his unexpected transition from large-scale software transactions in analytics—highlighting his work with IBM Watson—to founding Prescient AI. Initially aiming to create a platform for the music industry to predict tour locations and venue recommendations, the COVID-19 pandemic pivoted his focus towards broader marketing measurement solutions.
Notable Quote:
Mike True [04:31]: "I knew there was no Google Analytics behind Spotify and Apple, so there's no real way to track channels like YouTube TV or even newcomers like Applovin."
Prescient AI’s Unique Approach to MMM
Prescient AI distinguishes itself by enabling brands to measure the true impact of upper-funnel media channels. Unlike traditional MMM tools, Prescient offers daily multi-channel forecasting, eliminating biases often present in last-click attribution models.
Notable Quote:
Mike True [06:37]: "Prescient allows you to see the halo effect that is usually unrecognized with top funnel channels and allows you to measure those down to the campaign level."
Comparing MMM with MTA and Incrementality
Nik and Michael dissect the differences between MMM, MTA, and incrementality testing. While MTA provides deterministic, click-based attribution suitable for bottom-funnel channels, MMM offers a holistic statistical approach ideal for top-funnel, view-based channels like TV and YouTube. Incrementality tests, on the other hand, assess the incremental impact of specific channels by isolating them from the mix.
Notable Quote:
Mike True [11:22]: "MTA is great for click-based channels, but it's not very good for something like linear TV or connected TV or podcast or YouTube or TikTok where they're more view-based channels."
Enhancing MMM with Incrementality Data
Prescient AI integrates external data sources, such as incrementality holdout tests and post-purchase surveys, to refine its MMM. This integration allows for more accurate forecasting and optimization, tailoring models to specific brand needs.
Notable Quote:
Mike True [13:52]: "We have the most reliable forecasting because we're agnostic to any form of measurement."
Integrating Prescient AI into a Brand’s Ecosystem
The onboarding process with Prescient AI is streamlined, typically taking between 12 to 16 minutes. Brands connect various data sources, including e-commerce platforms like Shopify, ad channels, and even offline data via Google Sheets, ensuring a comprehensive data intake for accurate modeling.
Notable Quote:
Mike True [27:59]: "99% of the onboardings are point and click."
Standout Features of Prescient AI
Prescient AI boasts several features that set it apart:
- Daily Recalibration: Unlike traditional MMMs that update quarterly, Prescient recalibrates daily, providing up-to-date insights.
- Campaign-Level Granularity: The platform analyzes data down to individual campaigns, offering granular insights typically associated with MTA.
- Optimizer Tool: Allows marketers to simulate budget reallocations and receive predictive media plans within seconds, facilitating informed decision-making.
Notable Quote:
Mike True [30:18]: "The speed in which our model can recalibrate, which is every single day, is something our clients are most excited about."
Real-world Applications: How Brands Leverage Prescient AI
Several use cases illustrate Prescient AI’s impact:
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Halo Effect Measurement: Brands can quantify how upper-funnel channels like YouTube influence sales on platforms like Amazon.
Notable Quote:
Mike True [33:46]: "We back tested... at about 93.5% accurate in 90 days." -
Budget Optimization: During uncertain times, such as negotiations on tariffs, brands utilize Prescient’s optimizer to adjust media spend dynamically, ensuring optimal allocation based on performance metrics.
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Scenario Tracking: The recently introduced scenario tracking feature allows brands to monitor campaign performance mid-flight, offering real-time adjustments rather than waiting until the campaign concludes.
Notable Quote:
Mike True [35:46]: "We can run these so fast and you can tell me, like, if I'm halfway through there, it's like I want to lose weight... we can tell you if you're on track to hit your target."
Future of Attribution and Media Measurement
Looking ahead, Michael True envisions a consolidation of various measurement forms, augmented by AI-driven insights. This future includes more democratized data sharing, especially as retail and other sectors recognize the value of integrating comprehensive data into advanced models. The role of AI will increasingly support curated, actionable insights while maintaining human oversight.
Notable Quote:
Mike True [38:40]: "It's going to be more of a universal media measurement powered by augmented automation."
Final Thoughts and Contact Information
As the conversation wraps up, Mike emphasizes Prescient AI's adaptability across diverse industries, from retail and CPG to financial services and travel. With over $200 million in monthly media tracked, Prescient AI stands as a robust tool for brands aiming to refine their marketing strategies through precise measurement and optimization.
Contact Information:
- Website: prescientai.com
- Email: mike@prescientAI.com
- LinkedIn: Michael True
Notable Quote:
Mike True [39:56]: "No two models are the same and the math matters."
Conclusion
This episode of Limited Supply offers a comprehensive look into the evolving world of media measurement. Michael True's insights into MMM and Prescient AI provide valuable knowledge for brands navigating the complex interplay of various marketing channels. By integrating advanced modeling techniques and real-time optimization tools, Prescient AI empowers brands to make data-driven decisions, ensuring efficient and effective media spend.
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