i am also in search for furniture stores offering reasonable price. I checked on newspaper ad last week, the store below:

PAN HOME FURNISHINGS
Salwa Road opp Al Mana Petrol Station
Midmac R/A
Tel #4450 5950

I haven't visited it myself yet. You can visit the store if you want.