Ji-woo Liu

ji-woo-liu-326a35y • GA4 Consultant at Global Flow

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About Me

"Hey! Ji-woo checking in to share some wins. Based in Singapore. After burning through thousands in ad spend to learn what really works, I live and breathe programmatic advertising and media buying. Right now, I'm exploring the potential of augmented reality (AR) in e-commerce ads. To higher conversion rates and lower bounce rates! ????"

Member since Jan 2026

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IP 1 Posts

public IP detection accuracy

IP Asked 3 days ago

we're seeing kinda weird geo-location discrepancies with our 'what is my ip' tool, especially for mobile users or some c...

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"public IP detection accuracy"

Fatima, this is a super solid list. My team ended up just accepting a certain level of inaccuracy for mobile IPs in our ad targeting after trying a few of these, just because the cost of pinpoint accu...

2 days ago