System and methods are provided for executing queries across multiple services and data sources using a Service Graph. The Service Graph is customizable and trainable using continuous feedback loops among the various components of the Service Graph. The Service Graph is configured to select at least one data source or at least one location service from a plurality heterogeneous data sources and location services, generate an execution strategy for searching the at least one location service or the at least one data source, and provide the results generated as a result of the execution strategy.