A new study from the European School of Management and Technology (ESMT) reveals that startups often learn incorrect lessons from customers when they fail to coordinate pricing, advertising, and inventory decisions. Conducted by researchers including Huseyin Gurkan from ESMT, the research highlights the importance of structured experimentation in understanding customer demand. The findings were published on July 1, 2026, in the peer-reviewed journal Manufacturing & Service Operations Management.
Startups' Misguided Learning from Customers
The study indicates that many startups believe they can quickly adapt to market demands by adjusting prices, advertising, and inventory based on incoming customer data. However, this approach often leads to misguided conclusions. According to Gurkan, “Many companies assume they can simply observe customer behavior over time and gradually improve their decisions.” This passive learning can steer firms in the wrong direction, resulting in long-term losses.
Startups are particularly vulnerable to these pitfalls, especially in uncertain or rapidly changing markets. The researchers emphasize that without a coordinated strategy, firms miss out on valuable insights that could guide their decisions.
The Role of Coordinated Experiments
The ESMT study advocates for targeted experiments involving price and advertising to better gauge customer demand. These experiments should be structured to ensure that companies can effectively learn from customer interactions. The research highlights that advertising impacts not just immediate sales but also long-term customer awareness, which is crucial for sustainable growth.
“To learn efficiently, companies need deliberate experimentation across pricing and advertising decisions,” adds Rodney P. Parker from Indiana University. “Well-designed experimentation reduces long-term losses and helps firms make substantially better decisions as they grow.”
Importance of Inventory Management
Another critical finding of the study is the interconnection between inventory management and marketing strategies. Startups often treat inventory as a separate operational decision. However, if a product is unavailable when a customer wants to purchase, not only is the sale lost, but so is the opportunity to learn from that customer interaction.
The research shows that getting inventory right is as essential as setting the right price and advertising levels. Companies that neglect this coordination consistently underperform, even when their marketing strategies appear sound.
- Key Findings:
- Startups often misinterpret customer data without proper coordination.
- Targeted experiments can significantly improve understanding of customer behavior.
- Inventory management is crucial for capturing sales and learning opportunities.
Ultimately, the study underscores that a relatively short period of well-structured testing can accelerate learning about customer behavior, significantly enhancing long-term performance. As startups navigate uncertain markets, the need for coordinated strategies becomes increasingly vital.
🤖 This article was rewritten by Feed and Figures' editorial AI from a report originally published by Phys.org. Facts and quotes are preserved from the original; the rewrite focuses on clarity and structure. For the unedited original, see the source link below.
