Gen Z Trust, Emotional AI & Chatbot Ads: 3 Studies Decoded
Three new studies show how AI personalization, emotional AI trust, and chatbot native ads are reshaping consumer response — with clear splits by age, gender, and geography.
GEO Lifts AI Citations 37% on Perplexity: 3 Papers Marketers Need
Three papers show the customer journey is being rerouted through AI: GEO tactics that lift Perplexity citations by 37%, AI agents acting as buyers, and a working blueprint for native LLM ads.
AI Advertising Research: 3 Papers Marketers Should Read
Three new papers on AI advertising research suggest that simpler personas, quality-gated ad auctions, and authentic-feeling creative outperform the more-is-better defaults most marketing teams use.
AI Chatbot Advertising: 3 Research Signals Marketers Should Know
Three new studies probe AI chatbot advertising bias, LLM cultural awareness in ad copy, and generative AI content efficiency — with clear limits marketers need to know.
Neuron Auctions & Chatbot Ads: 3 Signals for Marketers
Three unreviewed 2026 preprints hint at how ads inside AI chatbots will be auctioned, matched, and attacked — and what brand teams should watch now.
LLM Ad Targeting: Pinterest, Chatbots & Knowledge Graphs
Pinterest wired a fine-tuned LLM into its live ad stack, one team modeled fair auctions for chatbot ads, and a third built a knowledge graph engine that lifted ad retrieval accuracy and cut latency 24%.
Warm AI Chatbots, Cold-Start Ads & Hidden AI in Creative
Three new studies challenge core assumptions in conversational AI, ad ranking, and AI disclosure — and reveal where marketing teams are overspending or exposed.