You get cited for what others say about you as much as for what you say as a brand. Answer engines lean on the same authority signals but draw from a narrower set of sources they already trust. “I’d resist treating AEO as an independently dialable lever: citation frequency is now a lagging consequence of authority,” says Jason Huan, CMO at Endowus.
Most growth teams assume a working acquisition playbook travels wherever the product goes. Reface's Stanislav Berkutov argues the tactics never survive the jump — only the systems behind them do.
As AI makes flawless prose and pitch-perfect résumés the default, one founder argues that polish is no longer a signal — and that the messy, contradictory, unfiltered details are what's left to trust.
SEA consumers are becoming more deliberate shoppers, weighing authenticity, protection, seller credibility and broader digital information before purchasing.
Most AI vendor evaluations chase ROI projections. Peak International ran a single, real-world test instead — pitting an internal build against an external platform — and it settled the debate no slide deck could.
As discovery starts to converge with answer engines, the old challenge of creating a unified shopping experience between channels will intensify. With AI and machine learning, “the customer may simply explain what they are looking for, and let the system narrow it down,” explains Andros Tiong, Regional Director, DTC - Retail & Omni Channel SEA at ASICS Corporation.
The 2026 World Cup produced a record surge in sports betting acquisition spending — and, according to TrafficGuard's data, a significant share of it may never have reached a genuinely new customer.
As buyers delay contacting vendors until deep into their decision-making, the real constraint on personalisation isn't technology — it's trust.
Brand preference doesn’t disappear, but it splits into two audiences. The consumer still forms the preference. They decide which brands they trust enough to let an agent act for them, and that decision stays emotional and human, says Brian Kealey, Managing Director, APAC, Klaviyo.
As AI agents like Alexa for Shopping and Walmart's Sparky curate shortlists rather than search pages, brands need answer-engine optimisation to be seen.
