Why is it sometimes okay to dismiss recommendations?

• A. Dismissals never help, they ruin data
• B. If they are not applicable or if you're not ready to implement them, as dismissals help improve future recommendations
• C. Dismissals always reset optimization score
• D. Dismissals automatically trigger alternate campaigns

Answer: (B)

Feedback from interacting with recommendations shapes future suggestions. In e-commerce optimization, recommendations are generated from data patterns and your account context, but not every suggestion fits your goals or timing. Dismissing those that aren’t applicable or when you’re not ready to act is sensible because it avoids forcing changes that could waste time or resources, and it provides important signal to the system. That signal helps the algorithm learn what is relevant in your context, so future recommendations become more aligned with your needs. The other options aren’t correct because dismissals don’t reset an optimization score, nor do they automatically trigger alternative campaigns, and they can be a useful part of refining what you see going forward.