💻 Massive skepticism surrounds the AI tracking industry. AIs give different answers every time, requiring over 1,000 queries for consistent brand order. Clickstream data only sees initial prompts, leaving most activity invisible. Every interaction alters AI responses, affecting "brand visibility %" measures. URL citation influence remains unverified, with no audit trail linking AI prompts to sales. Skeptics urge investing in mentions and watching incremental lift, stressing AI's inconsistency compared to other channels. No quality studies yet link AI brand visibility to sales lift.

📊 Amadeus reports that 74% of US travelers use AI for trip planning, but only 17% trust AI for booking. In 2024, Tripadvisor removed 2.7 million fake reviews, including 214,000 AI-generated ones. Booking.com now requires a stay to review a hotel. Google shifted its ranking factor from links to user behavior after 12 years. AI systems may soon prioritize content based on human engagement, diminishing the relevance of traditional marketing tactics aimed at AI.

📈 In August 2026, a shift in SEO to GEO metrics is highlighted. Direct traffic and visibility alone aren't reliable KPIs anymore due to "anti-recommendations," where brands like Banana Republic rank in Google but not in AI-generated answers. Query fan-outs dissect complex searches into smaller parts, impacting visibility. The focus is on "credibility," with John Melson and clients emphasizing the need for recommended reports. Generative Engine Optimization KPIs are evolving, emphasizing long-term credibility over mere visibility.

📈 BTIG analyst Jake Fuller reported that Hilton's website blocked Meta's personal AI agent, Muse, during hotel rate tests this week. Hilton refutes this, stating they are open to bookings from various AI agents, including Muse. Skift experienced similar issues with Hilton, Marriott, and Hyatt. Hilton claims to embrace AI for direct guest connections, pledging to stay visible in agentic commerce. The AI booking tools are still in early development.