The U.S. is seeking commitments from allies to join in airstrikes on Syria before it launches attacks against Islamic State targets, American officials said, reflecting concerns about acting unilaterally.

The administration hopes that one or two allies will join in the initial wave of airstrikes, which could be launched as early as next week, these officials said.

President...