We propose a novel framework for optimizing Quality of Service (QoS) fulfillment to meet drone providers’ satisfaction. The proposed framework leverages the provisioning of drone service needs in terms of on-time recharging to maximize providers’ satisfaction. A QoS fulfillment impact model is developed to assess the effect of inter-drone interference in meeting desired delivery time and energy consumption targets. A novel interference-aware algorithm is proposed for effective and efficient provisioning of drone service needs to fulfill their desired QoS targets. Experimental results conducted on real-world data validate the efficiency and effectiveness of the proposed approach.