Multi-channel attribution what you need to know
I've learned that choosing which multi-channel attribution problem to solve is just as critical as solving it—here's how to pick the right one for your business.
493 posts about AI, learning, and building products
I've learned that choosing which multi-channel attribution problem to solve is just as critical as solving it—here's how to pick the right one for your business.
After being bombarded by the same 3-minute ad for days, I finally understand why most YouTube video campaigns fail—and it's not just about the creative.
I've made the mistake of trying to be a full-service agency, but learned the hard way that chasing every digital trend means you'll never match specialists' execution quality.
With smartphone penetration varying wildly from 15% to 87% across APAC markets, I explore whether mobile-first is truly universal or if success demands a more nuanced approach.
A bigger fanbase doesn't mean better ROI—I break down why reach, engagement rates, and revenue metrics matter far more than vanity metrics like follower counts.
Tôi đã dịch cuốn sách 250 trang này sang tiếng Việt theo yêu cầu của độc giả, bao gồm 15 chương chi tiết về quảng cáo trực tuyến từ cơ bản đến nâng cao tại thị trường Việt Nam.
Spending just one hour daily to read transformed my career, but the real challenge isn't finding time—it's doing it consistently and choosing the right content to maximize that investment.
Hummingbird's silent rollout—unnoticed by most SEOs for over a month—signals a major shift: Google now rewards conversational, user-focused content over keyword manipulation.
I analyzed social network data across 6 Southeast Asian countries and found Facebook's dominance isn't the full story—mobile usage reveals surprising twists.
I break down how Dove's 165M-view campaign launched globally in just 24 hours by throwing out traditional regional planning and following the audience in real-time.
After 10 years in SEM, I realized the most vital lesson isn't about keywords or tools—it's understanding the human behind every search query.
I enabled Facebook's conversion tracking pixel and it secretly switched my campaigns to unlimited CPM bidding—my costs shot up 8-12x with zero conversions.