Are you noticing this happening on specific social media sites, or generally all of them?
Sometimes requesting from each social media to recrawl the site can help, for example FB Debugger tool - Sharing Debugger - Meta for Developers - or LinkedIn Post Inspector - Post Inspector
Most social media have it, and helps them get the most up to date social share information 