Two findings from the same week tell one story. Consumers say seven in ten AI-made ads are missing their soul, while marketers are being told the smartest investment isn't creative at all but the metadata that lets AI systems understand a brand. Put together, they reveal that brands now serve two audiences with opposite taste: the human who wants soul, and the machine that decides whether the human ever sees them. In agentic commerce, an agent can rule a brand out for thin data before a customer appears; in AI search, audience preference is becoming machine visibility; and the human is pushing back, with a surge toward AI-free search. Underneath the split, both audiences chase one currency - trust - which is why SEO thinkers now argue that, as AI summarizes the web, brand recognition outweighs ranking. The takeaway for brand leaders: the job has doubled - be legible enough to be found by the machine, and human enough to be chosen by the person - and the next scorecard worth building is how the machines perceive you, right next to how humans do.

Braze’s twenty twenty-six Global Customer Engagement Review found that ninety-three percent of marketing leaders believe AI helps them accurately understand customer needs — but only fifty-three percent of consumers agree brands are successfully predicting their wants.

That forty-point confidence gap is this episode’s starting point. New academic research from Carnegie Mellon and Microsoft suggests that frequent AI use is associated with measurable declines in critical thinking, and a study of nearly two thousand workers found that only three in ten say their workplace fosters curiosity — a finding that Forbes explored this week in the context of AI’s hidden cost to original thinking at work.

Meanwhile, the evidence of what’s possible when customer intelligence connects directly to business outcomes is real and specific: a major restaurant chain attributed a thirty percent increase in recommendation likelihood to AI-powered research that reshaped its menu decisions, and a health system built predictive models catching missed appointments and prescription delays before they became gaps in care. But in the same week, a major analyst firm assessed one of the largest acquisitions in the CX industry and concluded a significant platform is unlikely to survive as a standalone product, advising its clients to start preparing for a competitive evaluation. And on retail shelves, emotion recognition technology is reading shoppers’ facial expressions in real time and adapting content accordingly — while the peer-reviewed science behind facial-expression-to-emotion mapping remains contested and the EU classifies the technology as high-risk.

This episode unpacks why the gap between how well brands think they understand their customers and how well that understanding actually works may be widening — and what a CMO should be pressure-testing right now.

Know Your Audience is a weekly podcast about how the nature of understanding your customer is changing — and what that means for the marketers making decisions because of it.

Produced by Soulmates AI.

The fastest-growing AI habit among consumers isn’t creating content or learning new skills — it’s shopping. Forty-two percent of consumers used AI to shop in the past month. Product discovery is the single highest-adoption personal AI task tracked across fifty-four categories, and it’s the only one that’s both widespread and still growing. Your consumer is comparing options, interpreting reviews, and narrowing choices inside AI conversations before they ever reach your website, your app, or your store. But most consumer brands measure discovery through search rankings, paid media impressions, and brand tracker scores — surfaces that assume the journey starts on a search engine or a social feed. The AI-mediated portion of the shopping journey is largely invisible to current measurement infrastructure. The gap between where the customer actually starts shopping and where the brand thinks they start is widening every quarter.

Show Notes:

42% of Consumers Now Use AI Tools to Shop, NIQ Data Shows

NIQ research showing AI is becoming embedded in how consumers shop, influencing evaluation, comparison, pricing, and choice narrowing. Based on monthly survey of approximately five hundred consumers across the United States.

NielsenIQ, May 5, 2026

https://nielseniq.com/global/en/news-center/2026/42-of-consumers-now-use-ai-tools-to-shop-niq-data-shows/

Consumers Are Learning to Trust AI Through Shopping

PYMNTS Agentic AI Report Series tracking fifty-four personal AI tasks over five months. Product discovery identified as the highest-adoption, most stable AI habit forming among consumers, with universal reach across age, income, and gender.

PYMNTS Intelligence, May 14, 2026

https://www.pymnts.com/artificial-intelligence-2/2026/consumers-are-learning-to-trust-ai-through-shopping/

IBM-NRF Study: Brands and Retailers Navigate a New Reality as AI Shapes Consumer Decisions Before Shopping Begins

Global study finding forty-five percent of consumers turn to AI during buying journeys. Forty-one percent use AI to research products, thirty-three percent to interpret reviews, thirty-one percent to find deals.

IBM Institute for Business Value / National Retail Federation, January 7, 2026

https://newsroom.ibm.com/2026-01-07-ibm-nrf-study-brands-and-retailers-navigate-a-new-reality-as-ai-shapes-consumer-decisions-before-shopping-begins

How Your Customers Use AI to Shop (2026 Trends)

Consumer survey finding forty-one percent of consumers purchased a product AI recommended in the past six months. Gen Z and millennials twenty-one percent more likely to buy based on AI suggestions.

Klaviyo, 2026

https://www.klaviyo.com/marketing-resources/ai-consumer-trends

Adobe 2026 AI and Digital Trends: Customer Behaviors and AI

Global survey of four thousand consumers. About a quarter now cite AI-powered platforms as their top research tool, ahead of brand websites and online reviews.

Adobe, March 2026

https://business.adobe.com/resources/digital-trends-consumer-report.html

AEO Software Category Grows Over 2000% on G2

G2 reporting that the answer engine optimization software category grew from seven products to over one hundred and fifty in ten months.

G2 / PR Newswire, January 30, 2026

https://www.prnewswire.com/news-releases/aeo-software-category-grows-over-2000-on-g2-as-half-of-b2b-buyers-start-their-search-with-ai-chatbots-over-google-302674557.html