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AI Marketing Research: Gen Z Trust, Emotional AI & Chatbot Ads

AI Marketing Research: Gen Z Trust, Emotional AI & Chatbot Ads

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When does AI personalisation stop being helpful and start feeling like surveillance? And if AI chatbots are about to run native ads, will anyone even know they're being sold to? Those are the questions running through today's radar. In this Research Radar Brief, Dr. Eva Wolf reviews 3 recent AI marketing research papers covering Gen Z consumer trust, sociodemographic variation in emotional AI use, and a new technical system for inserting sponsored content into chatbot responses. What you'll learn: - Why Gen Z consumers respond better to personalised AI marketing when they can see why they're being targeted — and how opacity kills purchase intent - How privacy concerns predict distrust among Gen Z, and why transparent data practices are now a brand trust lever, not just a legal requirement - Why women using emotional AI tools are more sensitive to privacy signals than men — and what that means for how you message AI-powered wellness or support products - Why older and lower-income emotional AI users skip the trust question entirely and respond to availability and non-judgment messaging instead - What PILA is: a plug-in layer that inserts sponsored content into chatbot responses after the answer is written, without modifying the underlying AI model - Why the chatbot ad space has a growing legal blind spot — none of this week's research addresses disclosure rules, and regulators are paying attention Papers covered: 1. The Impact of AI-Driven Marketing on Gen Z Consumer Buying Decisions: Helpful or Creepy - Source type: Peer-reviewed journal article (use cautiously — venue credibility and sample size noted as limitations) - Access: Full text reviewed - DOI: 10.56975/ijnrd.v11i8.327672 2. Who Trusts AI with Their Emotions? Trust Formation and Sociodemographic Variation in LLM Use for Emotional Support - Source type: Preprint (not yet peer-reviewed — findings may change) - Access: Full text reviewed - Source: https://arxiv.org/abs/2608.21220v1 3. PILA: Plug-and-Play Insertion for LLM-native Advertising - Source type: Preprint (not yet peer-reviewed — findings may change) - Access: Full text reviewed - DOI: 10.48550/arxiv.2607.25590 Full show notes, transcript, and citations: https://bigplans.media/episodes/ai-marketing-gen-z-trust-emotional-ai-llm-native-ads-2026-08-24 Disclaimer: This is a first-pass research briefing produced by an AI-generated avatar, Evita, trained on the research framework of Dr. Eva Wolf. It is not a substitute for reading the original papers. Preprints have not been peer-reviewed and findings should be treated as preliminary. Radar verdicts reflect triage judgements, not formal academic review. -- This is a first-pass research briefing, not a final academic review. Read the original papers before making major marketing or business decisions. AI & Marketing Research Radar is produced by BigPlans Media. Subscribe wherever you listen to podcasts.

Thanks for listening to AI & Marketing Research Radar by Big Plans Media.

I’m Dr. Eva Wolf, and I help marketers, educators, consultants, and business owners turn AI marketing research into practical strategy, smarter workflows, and real business opportunities.

More episodes: https://bigplans.media/ai-marketing-research-radar/
Consulting: https://bigplans.media/ai-marketing-consulting/

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