A method for anonymized data sharing for a multitenant document editing engine is provided. The method may include retrieving, by at least querying a local data store of a first tenant in a multitenant environment, data including a first content from a first document associated with the first tenant. The data may be anonymized. The anonymization of the data may include generating a second content by at least replacing a first information included in the first content with a second information. A recommendation to include and/or exclude the second content from a second document associated with the second tenant may be provided to a first client associated with a second tenant in the multitenant environment. Related systems and articles of manufacture, including computer program products, are also provided.