Pompey boss Harry Redknapp has allowed the former Arsenal, Middlesbrough and Villa midfielder to talk to two interested Midlands clubs but Albion have ruled themselves out of the equation.
"I discussed the idea with the manager but Gary doesn't believe Merson fits in with our current plans," said West Brom chairman Jeremy Peace.
Local neighbours Walsall now appear to be favourites for Merson's signature.