What Is Precision? Why Irrelevant Search Results Are Killing Your Conversion Rate

Precision and recall are vital metrics in the realm of ecommerce search, influencing conversion rates and customer satisfaction. Precision measures the proportion of relevant search results displayed, directly affecting shopper trust and the likelihood of purchase. Conversely, recall assesses the fraction of relevant products retrieved from the total available, with low recall leading to invisible revenue loss as shoppers miss out on potential purchases. Marqo, an AI-native product discovery platform, addresses these challenges by comprehending product concepts rather than relying on keyword matches, thereby enhancing both precision and recall. This approach ensures a more effective connection between shopper queries and relevant products, increasing conversion rates and optimizing inventory turnover. Marqo's system also adapts to various query types, maintaining a balance between precision and recall by understanding query intent, which is crucial in both traditional search and emerging conversational commerce interfaces. By eliminating the limitations of keyword-based systems, Marqo provides a comprehensive solution that improves ecommerce search effectiveness and shopper experience.