There are provided systems and methods for optimization of data queue priority for reducing network data load speeds. A user may utilize a communication device to access an online resource and request data, such as server data from an online server. The online resource may determine a user profile associated with the user and/or device, which may include previous online actions and completion information for electronic transaction processing with one or more online entities. Using the profile, the server may optimize a data queue for data delivery to multiple devices depending on the devices' data requests and priority. The server may deliver data to the devices based on the data queue. The server may also update the user profile based on additional device actions with the server. These techniques may be particularly useful for prioritizing requests during peak server resource usage.