AI & Marketing Research with Dr. Eva Wolf

When AI writes your content, runs your CRM, and briefs your customers before they ever reach a human expert — are you building a smarter brand, or quietly eroding the trust that makes it work? That is the question connecting today's three papers, and the answers are more specific — and more actionable — than most AI marketing headlines suggest. In this Research Radar Brief, Dr. Eva Wolf revie...

When AI handles more of the creative work, who actually benefits — the brand, the consumer, or neither? Three recent peer-reviewed papers point to the same pattern: AI in marketing moves fast, but the failure modes are subtle. They show up in trust, in advocacy, and in your team's ability to do the work when it gets hard. In this Research Radar Brief, Dr. Eva Wolf reviews 3 recent AI marketin...

Your brand might be producing AI content at scale — but are consumers quietly losing trust in it? And for businesses betting on AI to lift marketing numbers, what's actually standing between them and results? In this Research Radar Brief, Dr. Eva Wolf reviews 3 recent AI marketing research papers covering consumer perceptions of AI-generated brand content, AI-driven marketing performance in h...

Access to AI tools isn't the same as knowing how to use them — and assuming your AI chatbot's output is safe to ship may be a risk your brand isn't tracking. This episode examines what the research actually says about generative AI adoption in small businesses, the reshaping of marketing content pipelines, and a striking finding about how often AI chatbots cite sources you'd ne...

AI tools are cheap enough now that even a shoestring team can produce polished visuals — but does that actually close the competitive gap, or does it just mean everyone looks polished while the power imbalance stays exactly the same? And when AI agents start making pricing, promotion, and relationship decisions inside your marketing org, who is still accountable for auditing the results? In this R...

When AI runs your ads, writes your content, and picks your influencers — are you gaining an edge, or quietly building a trust problem you haven't spotted yet? This episode looks at both sides of that question at once, drawing on three recent AI and marketing research papers that together point to the same tension: AI is removing friction from ad delivery at exactly the moment consumers are de...

What if two of the biggest bets your team is making right now — building detailed customer personas for AI research and trusting AI to write your ads — are both quietly working against you? This episode looks at what the latest research actually says about where AI-native advertising is breaking, and whether the fixes are simpler than most teams assume. In this Research Radar Brief, Dr. Eva Wolf r...

When your AI writes the ad, the email, or the product page — does it matter whether customers know it's AI, or does what they feel about it matter more? This radar brief follows the trust trail: from authenticity signals to privacy gates to the uncanny valley of AI creative, and asks what actually moves a consumer from "I see this ad" to "I'm buying." In this Research...

Are you choosing AI tools on instinct, setting your chatbot to maximum-friendly, and hoping your AI agents figure out the rest? Three new preprints suggest those defaults are leaving real performance on the table — and that small, specific changes to how you prompt and configure AI can produce meaningfully different outcomes. In this Research Radar Brief, Dr. Eva Wolf reviews 3 recent AI and marke...

Most marketing teams are running AI on generic settings — and the latest research suggests that may be the core problem. A new experiment finds that giving an AI tool a profile of the person it's working with produced measurably more creative and higher-quality marketing campaigns than using a generic AI setup. A second paper proposes a new framework for guiding how AI reasons through expert...

Your AI personalization stack may be inserting geographic references into content where location is completely irrelevant — and new research puts concrete numbers on how often that happens. Meanwhile, two other papers raise questions about who owns accountability inside AI-assisted marketing workflows, and who gets paid when AI-generated content is built on someone else's data. In this Resear...

Does it matter whether your AI tool knows anything about you before you start a campaign? A new experimental study suggests it does — and the reason why changes how you should think about every AI-assisted creative session you run. In this Research Radar Brief, Dr. Eva Wolf reviews one recent AI marketing research paper covering personalized AI, multi-turn creative collaboration, and what the rese...

Can AI write convincing social media posts, profile your audience, and brainstorm your next campaign — and is your team getting sharper as a result, or quietly more generic? This episode of AI & Marketing Research Radar digs into the research behind those questions. In this Research Radar Brief, Dr. Eva Wolf reviews 3 recent AI marketing research papers covering LLM performance on social media...

If an AI system claims it can boost your click-through rate by 25%, your conversions by 20%, and cut your bounce rate by 30% — all without human intervention — how do you know whether to run toward it or run away from it? In this Research Radar Brief, Evita (an AI research briefing avatar trained on the framework of Dr. Eva Wolf) reviews 1 recent AI marketing research paper on generative AI-based...

What if your AI chatbot is already persuasive enough — and the real problem is that nobody's opening it? What if your churn model is missing the most predictive signals you already own? And what if AI-powered freelance services are heading toward a price war that compresses margins faster than most agencies are prepared for? Those are the questions this episode's research surfaces. In th...

What if the two strongest predictors of banking customer engagement — call duration and account balance — are already sitting in your CRM right now? This week's radar papers circle a single uncomfortable truth: AI's predictive power is real, but the gap between a working model and a working marketing program is wider than most vendors admit. In this Research Radar Brief, Dr. Eva Wolf rev...

Your B2B team is using AI to write copy. Your hotel client's chatbot is labelled "safety-aligned." And new research suggests both of those things might be giving you a false sense of progress. In this Research Radar Brief, Dr. Eva Wolf reviews 3 recent AI marketing research papers covering generative AI adoption in B2B and industrial marketing, AI applications and trust risks in tra...

Your AI vendor might be delivering a cheaper model than the one on your invoice. Your brand copy might be drifting off-voice without anyone noticing. And if you're launching in Arab markets, your audience is holding genuine enthusiasm and real fear about AI at the same time — and these are measurable, distinct feelings that campaign messaging needs to address separately. In this Research Rada...

When AI does the creative work — writing your copy, pitching ideas, fronting your campaigns — how much control do you actually need to keep? And what happens when you hand the wheel entirely to the bots? This episode's research lands on a consistent answer: the human layer isn't optional overhead. It's the thing that makes the output worth having. In this Research Radar Brief, Dr. E...

When you advertise inside an AI chatbot, is the model working for your customer — or quietly for whoever pays it most? And when AI writes your regional ad copy, does it actually understand the culture, or just fake the surface look? This episode examines both questions through three recent research papers screened from a pool of 373. In this Research Radar Brief, Dr. Eva Wolf reviews 3 recent AI m...

As AI chatbots replace search engines for millions of users, two parallel questions are becoming urgent for marketers: who controls which brands get recommended inside those conversations — and are the AI agents we're deploying to automate marketing tasks actually secure? In this Research Radar Brief, Dr. Eva Wolf reviews 3 recent AI marketing research papers covering neuron-level ad auctions...

``` === AI MARKETING RESEARCH RADAR === === TODAY'S RADAR QUESTION === As AI takes over more of your marketing workflow — writing copy, targeting ads, analyzing data — who's actually checking whether it's doing any of that responsibly, accurately, or ethically? This episode asks whether your team is building with AI or just hoping for the best. === PAPERS COVERED === 1. "With g...

``` === AI MARKETING RESEARCH RADAR === === TODAY'S RADAR QUESTION === Can AI actually replace your content team, your campaign designer, and your ad buyer — or is the real edge hiding in the seams between human judgment and machine speed? This episode screens 370 papers and surfaces three that put that question to the test. === PAPERS COVERED === 1. Ad Genie: A Multimodal Generative AI Frame...

``` === AI MARKETING RESEARCH RADAR === === TODAY'S RADAR QUESTION === AI is already inside your ad stack — but are platforms using it as a scalpel or a sledgehammer? This episode digs into three new studies asking whether LLMs actually improve ad targeting in production, what happens when too many brands fight for control of an AI's recommendations, and how wiring a knowledge graph into...

Is everything we assume about chatbot design — the personalization, the warm tone, the friendly AI — actually doing what we think it's doing? This week, three studies landed on the radar that challenge assumptions baked into nearly every conversational AI and ad tech strategy right now. The findings are counterintuitive enough to warrant a pause and an audit. In this Research Radar Brief, Dr....