To be absolutely sure, you should:
* Check the part numbers: Compare the fuel pump part number from your GS with the part number of the LS fuel pump you have. If they match, it's more likely to be compatible.
* Consult a parts catalog: Use a reputable online parts catalog (like RockAuto, AutoZone, etc.) and look up the fuel pumps for both the LS and GS models. This will show you the correct part numbers and potential variations.
* Consult a mechanic: A qualified mechanic will be able to definitively tell you if the fuel pump is compatible based on your vehicle's specific information.
Don't assume compatibility based solely on the model names. It's best to verify the compatibility before installation to avoid potential problems.