· ai-cro
Vibe coding offer-os — your offer is three layers, not a discount widget
Your offer isn't a discount widget — it's three layers. The offer knowledge, the framework, and how I built a tool to design offers, no coding needed.
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Help People Sell Better
Building AI tools for 100,000+ Shopify merchants — from Vietnam.
Founder of GemCommerce. This is where I share deeper thoughts on CRO, AI, and the bigger picture around Ecommerce Nation.
Featured
ShopX — the global ecommerce event in Hanoi, hosted by Gem
What 200+ operators, partners, and app builders taught me at Vietnam's first global-scale ecommerce gathering — and what comes next.
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Three threads running through everything I write.
Recent
All posts → · ai-cro
Vibe coding an ad vault so you stop testing the same angle twice
Workshop #2: a brand runs 400–1,000 Meta ads a month, then can't tell if a new idea is fresh or a repeat. So we built a tool that clusters every ad by funnel.
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· ai-cro
Vibe coding a store speed audit tool — and finding 13MB of wasted images on one page
Loading speed quietly kills conversion, and most stores fix the wrong thing. I vibe-coded a tool that found 13MB of trimmable images on one page.
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· ecom-builder
Should I still build a Shopify App in 2026? What 21,000 catalog slugs say
I crawled the entire Shopify App Store with a tool I built. Only ~768 apps are verifiably alive — but the empty shelves point to clear opportunities.
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AI Workflows for Ecommerce Builders & Operators
Every week, you’ll get actionable AI workflows, with real examples from inside GemCommerce, to streamline your store ops and creative output.