Marco Rubio met with more than a dozen of Scott Walker’s former top fundraisers Wednesday, as several of the Wisconsin governor’s donors plan to back the Florida senator’s presidential campaign.

The session, in New York, included financial-services executives Jonathan Burkan and Eric Anton, who organized Mr. Walker’s New York fundraisers, and Bill Johnson, a Wisconsin timber magnate who is the Republican Party of Wisconsin’s finance chairman.

Mr....