1. A method implemented on at least one computing device, each computing device having at least one processor, storage, and a communication platform connected to a network for providing web page snapshots, the method comprising: receiving a URL; generating a snapshot of the web page associated with the URL; extracting a plurality of features from the snapshot; determining whether the snapshot is a high quality snapshot based on the plurality of extracted features of the snapshot; providing the snapshot as a viewable and actionable link to the URL.