I as well have been looking for electric guitars here in doha. Got some ideas though I never had the chance to visit the place.

Here goes..might help

Badie Studio & Stores - 442 3554
Mubarak Alahmed Tradg & Contg Est. - 443 2334
Orient Music - 444 2464