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I don't think that would help much. If I understand what they're saying, they're getting your location from lots of other apps and sources as well.

Ah, so delete all the apps from my phone.

You can make sure none of your apps have the Location permission turned on.

It won't prevent those apps from using IP address for approximate location, but it would definitely reduce the accuracy.