Google Cloud refers to the platform that hosts many of the sophisticated APIs essential for leveraging machine learning and NLP in semantic keyword research. Key services drawn from Google Cloud include the Google Natural Language API and the Google Knowledge Graph Search API.
These cloud-based services enable crucial tasks such as extracting entities, sentiment, and salience data from massive query lists. The data produced, like entity names and types, is directly provided by the Google Cloud Natural Language API. The availability of these APIs through the cloud allows SEOs to integrate advanced ML capabilities into their research workflows without requiring extensive local infrastructure setup.