The Department of Homeland Security posted a notice of tender online offering a contract for analytics software which has the ability ‘to detect sarcasm and false positives’.
The Secret Service will also store data including the emotions of internet users and old Tweets.
Currently, the agency uses the Federal Emergency Management Agency's Twitter analysis platform, but they are hoping to improve on this software and its capabilities.
A Secret Service spokesperson said that detecting sarcasm is just one of the features that the software will have.
Secret Service spokesman Ed Donovan said: "Our objective is to automate our social media monitoring process.
"The ability to detect sarcasm and false positives is just one of 16 or 18 things we are looking at.
"We are looking for the ability to quantify our social media outreach. We aren't looking solely to detect sarcasm."