Does that change anything in the message being conveyed?

Yes, it's the difference between a partisan claim and a fact.

Yeah but links to their job site and the ads arent evidence because the underlying data changes over time.

"Aliens are eating our pets"

"Is there a credible source for that"

"Does that change the message I'm conveying?"