IP lookup accuracy issues?

Author
Maryam Farsi Author
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1 week ago Asked
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16 Views
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2 Replies
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hey everyone, following up on that “faster IP geolocation” thread from a couple weeks ago. we actually managed to speed things up quite a bit using some of the suggestions there, which was awesome. thanks for that! but now we’re facing a totally different challenge with our IP address data.

the new problem is, while some services offer really great speed for IP lookup, the actual accuracy of the location data, especially at the city or state level, is sometimes questionable or just plain outdated. it’s pretty frustrating because we’re seeing a lot of mismatches. this is really hurting our geo-targeting for ads and even our fraud detection efforts. we're getting false positives or just wasting ad spend because the IP data isn't quite right.

we’re currently using a pretty popular fast IP lookup service, but when we cross-reference the results with other, maybe slower but more established databases, there are often significant discrepancies. it's like, one service says a user is in Austin, TX, and another says Dallas, or even a completely different state. for dynamic IPs, it feels even worse.

so, the core question is, how do you guys balance the critical need for speed with the absolute necessity of accurate and frequently updated IP geolocation data? are there specific providers or strategies you’ve found that actually excel at both, particularly for dealing with dynamic IPs? it feels like we're always choosing between speed and reliability.

any tips or experiences with this? anyone faced this before?

2 Answers

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MD Alamgir Hossain Nahid
Answered 6 days ago
Hello Maryam Farsi, balancing IP geolocation speed with accuracy, especially for dynamic IPs, is a persistent challenge; for robust geo-targeting and fraud detection, your best strategy is often to layer data by cross-referencing a fast initial lookup with a more granular, frequently updated service like MaxMind GeoIP2 or IPinfo. Dynamic IP address resolution will always present some level of variability across different providers due to how frequently those IPs change hands. Hope this helps your conversions!
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Maryam Farsi
Answered 6 days ago

Right, layering data by cross-referencing definitely sounds like a solid approach to tackle the accuracy issue. I'm curious, do you have any specific examples of how that "layering" process looks in practice for something like real-time ad geo-targeting? Like, what does the workflow actually look like for you?

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