Your Product Launch Is Probably Missing This Critical Data
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Episode Summary
Consumer feedback is one of the most valuable sources of product insight, yet many brands struggle to capture and act on it effectively. In this episode of Food Tech Talk: Supply Chain Insights from Farm to Fork, host Katy Jones, CEO of Trustwell, sits down with Gautam Kanumuru, co-founder and CEO of Yogi, to discuss how food companies can use AI to better understand consumer sentiment and make more informed business decisions.
Gautam explains why relying solely on sales and point-of-sale data can leave major gaps in understanding customer experiences. While transaction data shows what consumers buy, it rarely reveals why they buy it, how they use it, or what they think after purchase. By analyzing reviews, customer service interactions, retailer feedback, and social media conversations, brands can gain a more complete picture of consumer needs and preferences.
The conversation explores how natural language processing and AI-powered analysis help teams identify trends across thousands of consumer comments. Gautam shares how brands can uncover insights related to product quality, flavor, packaging, and usage occasions while distinguishing between different customer groups and behaviors. These insights can help organizations identify emerging issues early, guide reformulation efforts, and strengthen long-term customer loyalty.
Katy and Gautam also discuss the challenges of evaluating technology investments, including when it makes sense to build software internally versus partnering with specialized providers. They examine how organizations can maximize the value of their data while maintaining flexibility as technology continues to evolve.
Looking ahead, the discussion explores how AI-powered shopping assistants and recommendation engines may change the way consumers discover and purchase products. For brands seeking a competitive advantage, understanding consumer sentiment at scale is becoming an essential part of product innovation, customer retention, and growth.
