Aspects of the subject matter described herein relate to paragraph snapping. In aspects, trending data is collected and prepared for sending to one or more target machines. Upon receiving the trending data, a target machines installs the trending data locally and deletes previously installed trending data. After installation, the trending data may be used to suggest text in response to input from a user. If a user selects suggested text, the text may be added to a local dictionary of the target machine.