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Dimensions of Consumer Expectations and Sustainable Food Service Practices in Cloud Kitchens

This qualitative study of 19 cloud kitchen consumers in Chennai, India, utilizes Expectation Confirmation Theory to identify sustainability as a primary concern and proposes a comprehensive framework categorizing consumer expectations into three dimensions—fundamentality, precision, and feasibility—to guide strategic improvements in sustainable food service practices.

Original authors: Sivapriya A, Sujatha Manohar

Published 2026-08-20
📖 7 min read🧠 Deep dive

Original authors: Sivapriya A, Sujatha Manohar

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

In the modern food service industry, a quiet revolution has taken place, shifting the focus from the dining room to the delivery driver. For decades, restaurants were judged by their ambiance, their waitstaff, and the experience of sitting at a table. Today, a new model has emerged where the physical storefront has vanished entirely. These are cloud kitchens, also known as ghost or dark kitchens. They operate solely as production facilities, preparing food exclusively for delivery through digital apps, with no space for customers to eat inside. This model relies on technology to connect the cook directly to the consumer, bypassing the traditional front-of-house entirely. As this system has grown, particularly in urban centers, a critical question has arisen: what do the people ordering this food actually expect? It is not just about whether the food arrives hot; it is about how the entire experience aligns with a changing world where health, safety, and environmental responsibility are becoming as important as taste. Understanding these expectations is vital because the cloud kitchen model is not just a temporary trend but a fundamental restructuring of how food is produced and consumed.

Researchers at the Vellore Institute of Technology Business School in India set out to understand the specific hopes and demands of people who use these delivery-only services. They focused their study on Chennai, a major city in southern India, where the market for these kitchens is particularly active. To get a true picture of the consumer mind, the researchers did not rely on surveys or statistics. Instead, they conducted in-depth semi-structured interviews with nineteen regular users of cloud kitchens. These participants were selected to be aged between 25 and 34, a group that represents the core demographic for digital food ordering. The researchers asked open-ended questions, allowing the participants to speak freely about their experiences, their frustrations, and their desires. The goal was to listen for the unspoken rules that govern how people judge these invisible restaurants.

As the interviews unfolded, a pattern emerged that the researchers had not initially anticipated. While participants naturally discussed the speed of delivery and the taste of the food, a recurring and powerful theme appeared: sustainability. People were not just thinking about the meal itself; they were thinking about the packaging, the waste, and the ethics of the operation. The researchers analyzed these conversations using a method that allowed themes to rise directly from the words of the participants, rather than forcing the data into pre-existing categories. They found that consumer expectations are not a single list of demands but a complex structure that can be understood through three main lenses: how fundamental an expectation is, how precise it is, and whether it is feasible for the business to meet.

The first lens, fundamentality, separates what customers assume will happen from what they explicitly ask for. There are certain things that cloud kitchen consumers take for granted, assuming they will happen without ever saying a word. These include the food tasting the same every time, being freshly prepared after the order is placed, and arriving at the correct temperature. If a cloud kitchen fails at these basics, customers feel immediate dissatisfaction. On the other side of this spectrum are the explicit expectations, which customers state clearly. These include affordable pricing, loyalty discounts, and the availability of specific menu items. The study found that while the basics are assumed, the explicit requests are the areas where customers actively compare one service against another.

The second lens, precision, looks at how clearly defined these expectations are. Some demands are exact and measurable. For instance, customers expect real-time tracking of their delivery, knowing exactly where their food is at any moment. They also expect packaging that is secure and durable, ensuring the food does not spill or become soggy during transit. These are concrete requirements that a business can measure and improve. However, other expectations are fuzzier, existing more in the realm of perception. One such example is the visual presentation of the food. What looks "appealing" to one person might not to another, making it a subjective standard. Similarly, the concept of waste reduction is often interpreted differently by different people; for some, it means less plastic, while for others, it means smaller portion sizes to avoid leftovers.

The third lens, feasibility, asks whether the expectation is realistic. Many customers have reasonable demands, such as the ability to customize their orders or for the kitchen to adapt its menu to seasonal festivals or dietary trends like veganism. They also expect that if a problem arises, the kitchen will have a direct and responsive way to resolve it. However, the study also uncovered expectations that are often impossible to meet. Some customers assume that because a cloud kitchen operates digitally, it should be able to expand to every city instantly or stay open twenty-four hours a day without any logistical limits. Others expect a level of competitive advantage that implies the service should always be perfect and superior to every rival, regardless of changing market conditions. The researchers noted that these unrealistic expectations often stem from a misunderstanding of the physical and operational limits of a delivery-only business.

A significant finding of the study was the central role of sustainability in shaping these expectations. The participants frequently mentioned eco-friendly packaging, the reduction of waste, and the ethical treatment of workers. This concern is not just a minor preference but a dominant factor that influences how customers view the entire service. The researchers connected these expectations to two major global goals: ensuring good health and well-being, and promoting responsible consumption and production. For example, the demand for fresh ingredients and hygiene compliance supports the goal of good health, while the push for biodegradable packaging and waste reduction aligns with the goal of responsible production. The study suggests that for cloud kitchens to succeed in the long term, they cannot ignore these environmental and social dimensions.

The researchers concluded that cloud kitchen operators need a new way to manage what their customers want. They proposed a framework that helps businesses prioritize these demands. The most critical step is to ensure the fundamental expectations—taste, freshness, and safety—are met consistently, as failure here leads to immediate loss of trust. Next, businesses should address the precise expectations by investing in technology for tracking and in better packaging solutions. They must also listen to the fuzzy expectations, such as presentation, by continuously refining their offerings. Finally, operators need to manage the gap between realistic and unrealistic expectations. This involves communicating clearly about what is possible, such as explaining why a kitchen cannot be in every city immediately, while still striving to meet the reasonable demands for customization and ethical practices.

This study, conducted with a specific group of young urban consumers in India, offers a clear map of the modern food delivery landscape. It reveals that the success of a cloud kitchen depends on more than just efficient logistics; it depends on understanding the human element behind the screen. The customers are not just looking for a meal; they are looking for a service that respects their health, their time, and the environment. By organizing these complex expectations into a structured framework, the researchers have provided a guide for businesses to navigate the future of food service. The findings suggest that the path forward for cloud kitchens lies in balancing operational efficiency with a deep commitment to sustainability and transparency, ensuring that the invisible kitchen remains a visible priority for the people it serves.

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