Query rewriting is crucial because it allows marketers to tailor their responses to match user intent more accurately. This can lead to higher engagement rates, improved customer satisfaction, and ultimately, better conversion rates. By understanding and predicting user needs, businesses can deliver more targeted and effective email campaigns.