You can add Handlebars expressions to the URL in Celigo to manipulate date, including using custom helpers like date add substract, as referenced in the Celigo documentation: Celigo dateAdd function
To add, typically an application won’t respond with an error when no results are found as it will just respond with an empty array or return no data with a 200 code. When this happens, we provide a pop-up to the user saying “We didn’t find anything, would you like to use a different date?” In this case, since the application is actually throwing an error back, that doesn’t occur.