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Jon Stewart's brand is worth $100M: Ex-Yahoo CEO

Jon Stewart could cultivate a $100 million franchise in his post-"Daily Show" life, a media executive said Thursday.

"There is a generation of fans who would follow Jon Stewart probably anywhere," said Ross Levinsohn, a former interim Yahoo CEO and current board member of Scout Media.

Read MoreJon Stewart's 'Daily Show' departure stings Viacom

A direct subscription service for Stewart content could generate $100 million annually, Levinsohn contended on CNBC's "Fast Money: Halftime Report." He calculated the sum from 1 million subscribers paying an $8 per month fee, plus advertising and other revenue streams.

Jon Stewart
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Jon Stewart

He noted that a Glenn Beck direct distribution model has garnered about 300,000 subscribers.

Media companies have started to focus on "how to talk to millennials," Levinsohn said. With a loyal following of fans in their teens, 20s and 30s, Stewart and his brand of satire are invaluable, he said.

Read MoreJon Stewart leaving 'The Daily Show'

Levinsohn noted, though, that Stewart will likely take some time off before jumping into another venture.

Viacom-owned Comedy Central announced on Tuesday that Stewart would leave the popular news satire show that he has hosted for 17 years. The news followed comedian Stephen Colbert's departure from the network late last year.