To improve MQL to SQL conversion, focus on lead scoring accuracy, align marketing and sales criteria, nurture leads with targeted content, and implement lead tracking. Regularly analyze conversion data to refine your process. Ensure clear communication between marketing and sales teams, and provide valuable, personalized interactions at each stage of the buyer’s journey.