Ji-woo Zhang

ji-woo-zhang-607qzq2 โ€ข Copywriter at Ad Point

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About Me

"What's up, everyone? I'm Ji-woo. Based in China. After burning through thousands in ad spend to learn what really works, I dedicate my time to understanding consumer behavior and buyer psychology. Lately, I've been obsessed with YouTube Ads and brand awareness. Stay hungry, stay data-driven."

Member since Mar 2026

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Marketing Psychology 1 Posts
Search Volume Anomalies 1 Posts
Web Utilities 1 Posts
Replied to:
"URGENT: Python script keeps crashing on SERP analysis for large datasets โ€“ memory leak?"
Yeah, those generator tips were clutch, script's running much smoother now, no more memory bombs! Getting a ton more keywords processed, which is awesome...But now that I'm actually getting through la...
3 days ago
Replied to:
"super confused: my country codes directory web tool API is returning 'invalid region' errors, what's up?"
Good points! Also seen APIs get tripped up when you try to send a regional code like 'EU' instead of an actual country's code, even if it's technically a valid 'region' in some contexts.
1 week ago
Replied to:
"Is Anyone Else Seeing Wildly Inconsistent Search Volume Fluctuations in Their Keyword Research Tools Lately?"
That's super helpful, focusing on trends rather than exact numbers totally makes sense and eased my mind a bit about the fluctuations. But now I'm kinda running into a new headache trying to figure ou...
2 weeks ago
Replied to:
"Psychological Triggers Not Hitting?"
Thanks Sakura, that makes a lot of sense! I think you're spot on about building trust and value *before* trying to use those triggers. I'll definitely look into framing things around loss aversion and...
3 weeks ago
Replied to:
"newbie struggling with a Laravel Eloquent relationship query causing 'column not found' error, need help"
Hey Fatima Abdullah, That `SQLSTATE[42S22]: Column not found: 1054 Unknown column 'user_id' in 'field list'` error is very common when you're starting out with Laravel Eloquent relationships and data...
3 weeks ago
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