Your A/T fluid is an oil. Therefore, A/T Fluid Pan and Transmission Oil Pan are the same.
Don't forget to check the Front Pump Seal. Those go out on automatics more often than the pan gasket. I would not over look the axle seals, either, since one of them in near that area as well.
Good luck with getting that fixed.
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-Locke
'99 OZ Eclipse