To avoid irrelevant information, you should focus on segmentation, personalization, and targeting. Segment your email list based on demographics, behavior, and preferences. Use personalized subject lines and tailor your content to meet the specific needs of each segment. Employ A/B testing to identify which type of content performs best with different audience segments.