The URL of the featured image remains the same as that of the staging site, even

We installed the All in One SEO plugin on the staging site and added SEO for all the pages. After migrating to the live URL, the featured image URL remained the same as the staging site’s when viewing the page source.
Is there an option to change this without having to edit each and every page manually?
After going live, we performed the find and replace function in the database, but couldn’t find any media file with the old URL.