Why different geolocation accuracy?
hey guys, following up on that old thread about API reliability, we actually started using a few different geolocation apis now to try and get better coverage. but man, we're seeing some pretty wild differences in reported locations for the exact same IP address. it's seriously messing with our geolocation accuracy big time. one api says chicago, another says illinois, and sometimes even like, two different cities in the same state, it's crazy. makes it super hard to trust any of the data when it's all over the place like that, especially when we're trying to do proper location data validation. so how do you all deal with these kinds of discrepencies? is there like, a best practice for validating results across multiple providers, or maybe a specific api that's just known for way better consistency and accuracy, even if it costs a bit more
2 Answers
Ali Saleh
Answered 3 days agoHello Leonardo Martinez, it's common to see variance in IP address lookup accuracy across providers. For more robust location data validation, implement a consensus model across your APIs or prioritize data from enterprise-grade geo-targeting services like MaxMind or Digital Element, which often have better consistency.
Hope this helps your conversions!
Leonardo Martinez
Answered 3 days agoHey Ali Saleh, that's exactly what we needed! Switching to MaxMind really did tighten up our accuracy and we're seeing way less wild discrepancies now. But honestly, even with that, we're still running into a ton of issues with IPs showing up as VPNs or residential proxies... any tips for dealing with *that* kind of data noise, or is it just something we have to live with?