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Answer Engine Optimization

2 GoKawiil briefs on this topic

Val Town treats documentation as bait for AI agents, not just search engines

Val Town's team found that most new Pro subscribers in July were referred by AI systems, chiefly Claude, even before the company deliberately optimized its site for machine readers. They discovered that many of these referrals came not from clickable citations but from the models' training memory mentioning Val Town as plain text, meaning standard referral tracking like utm_source and Referer headers missed much of the actual traffic source.

AI Search Boosts Vital Design's Leads Even as Blog Traffic Falls 60%

Marketing firm Vital Design saw organic blog traffic drop 60% as AI search tools rose, yet its sales-ready leads held steady or grew. The company credits a strategy called answer engine optimization (AEO), which aims to get AI chatbots to recommend a business during a customer's research phase before they ever visit a website.