Product review (5 stars): Solved my problem!
My oven started being finicky about heating and would make the loud "whoomp" sound as if it was filling up with too much gas before igniting it.

This new ignitor fixed it.

Based on my research, if your ignitor looks like this one then it is safe to assume it is a viable replacement.  Check them side-by-side when you receive it to make sure.