Super bad guy developer here, this was something we had to circumvent because of employee tomfoolery. ELI5: Normally what you're saying would work but each phone has many multiple unique identifiers that can be called upon. What we did is not mess around with anything and go directly to the IMEI, IMSI. We use that and link it to the account, any kind of tracking or identification cookies we generate to follow people we attach to that number so unless you get a brand new phone you can potentially be tracked. But even then we can correlate usage patterns and find you, it's not really difficult at all. You would have to literally change cities and modify your sleeping routines and things you do on your phone. Essentially become a new human to not generate enough data to sync you to the new device. As little as two data points can be used to identify somebody now, we used to need five!
So basically you'd need a proxy phone in a different geolocation, that also makes random requests at random times? Would that solve it lol.
Is there a way to spoof your geolocation? If an area was geofenced to show all cells in a specific area is there a way to make your phone not show up there but show up in an entirely different area?
Yes, search GPS spoof app on your android app store or apk website.