Win the AI Shelf or Lose the Sale: Acosta Group Study Names Personalization and Precision Marketing as Table Stakes

AI now sits between brand and cart, shrinking discovery to 2-3 picks and raising trust and content demands. Win the shortlist with agent-ready PDPs, clear signals, and stock.

Categorized in: AI News Marketing
Published on: Sep 25, 2025
Win the AI Shelf or Lose the Sale: Acosta Group Study Names Personalization and Precision Marketing as Table Stakes

AI Is Retail's New Gatekeeper: Personalization and Precision Marketing Are Now Table Stakes

AI sits between your brand and the cart. That's the headline from Acosta Group's latest shopper study released ahead of Groceryshop 2025. If you want to win share, you need to win the AI shortlist.

The study shows AI has shifted from novelty to routine utility. Shoppers use tools like ChatGPT, Microsoft Copilot, and Google Gemini to discover, compare, and buy. As one executive put it, generative AI tools are becoming the new gatekeepers of the path to purchase.

What Marketers Need to Know

  • Awareness is near universal: 99% know about AI; 70% have used AI tools or features for shopping.
  • Retailer AIs lag in use: fewer than 15% have tried store-specific assistants like Walmart's Sparky or Amazon's Rufus - an awareness and adoption gap for retailers to close.
  • Gen Z is leaning in: 53% of Gen Z AI users find generative AI more trustworthy than traditional sources.
  • Category leaders: Grocery leads AI-assisted shopping at 36%, followed by health and wellness (28%), electronics (27%), and beauty/personal care (25%).

The New Shelf: Two or Three Slots

On AI-enabled search, most shoppers see only two to three recommendations - not 25 on a digital shelf or 100 in-store. That compresses discovery and raises the bar for content quality, trusted signals, and brand authority.

Translation: precision marketing is no longer optional. You must be discoverable by AI, context-relevant, and consistently credible to earn a top slot.

Trust Is the Choke Point

  • What shoppers trust AI to do today: find the best deal (58%) and summarize product reviews (50%).
  • Where trust drops: only 12% trust AI to make purchases autonomously.
  • Top concerns: privacy (60%), fraud (56%), and unauthorized purchases (56%).
  • Momentum to watch: nearly one-third are open to letting a generative AI agent place grocery orders on their behalf.

To clear the trust hurdle, brands need visible privacy practices, clear data use, consistent value delivery, and reliable fulfillment.

How to Earn the AI Shortlist

  • Shift from keywords to conversations: write like customers speak. Optimize for questions, context, and intent.
  • Upgrade product detail pages: complete attributes, shopper context, strong visuals, and clear trust signals (ratings, reviews, guarantees, certifications).
  • Rethink ads: move from spend-first to substance-first. Build zero-click and agent-friendly strategies that answer the query directly.
  • Optimize for cart influence: treat AI recommendations as the gate to the cart, not a traffic source.
  • Audit your presence: regularly prompt ChatGPT, Gemini, and Copilot to see how your brand and competitors surface - then close gaps.
  • Tighten retailer collaboration: share AI demand signals and refine joint forecasts to stay in stock where AI sends shoppers.

Don't Lose the Sale on the Basics

Being shortlisted means nothing if your item is out of stock, mispriced, or missing from the app. Connect your content, retail media, and supply chain teams. Treat PDP accuracy and availability as performance media.

Action Checklist for Q4-Q1

  • Map your top 50 queries by category and occasion. Rewrite content to match the language shoppers use.
  • Complete your attribute coverage and schema on every PDP. Fix missing images, pack sizes, and claims.
  • Build an "agent-ready" content pack: concise specs, FAQs, compatibility, use cases, and comparison blocks.
  • Stand up an AI audit cadence: monthly prompts across leading models; document answers and movement.
  • Align media to conversion: prioritize placements and formats that AI references or summarizes well.
  • Share demand signals with retailers and tighten forecast windows to reduce OOS risk created by AI-driven spikes.

Why Grocery Is Moving First

Grocery holds the highest AI-assisted use at 36%, with frequent, list-based purchases that are easy for assistants to automate. As voice and agents normalize repeat orders, winners will be the brands that build trust early and make reordering frictionless.

Methodology

Survey of 1,074 U.S. shoppers from Acosta Group's proprietary Shopper Community. Fielded June 13-17, 2025. Respondents had shopped at least one retail channel in the prior three months.

About Acosta Group

Acosta Group is a collective of retail, marketing, and foodservice agencies helping brands and retailers win along the consumer path to purchase. The group includes Acosta, ActionLink, CORE Foodservice, Crossmark, Mosaic, Premium Retail Services, and Product Connections.

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