Why is wine one of the clearest examples of why shoppers need guided discovery? Because the choice is overwhelming and the shopper rarely knows the product name — they know an occasion, a food pairing, a taste they like. M&S’s AI Wine Finder turns that fuzzy intent into a confident pick.
The result: M&S’s AI-powered Wine Finder discovery tool uses preference-based recommendations to help shoppers find wines, part of the AI personalization supporting the retailer’s 6.1% total revenue growth in FY2025.
Some categories are pure discovery#
Wine is intimidating to shop. Hundreds of bottles, unfamiliar names, and a shopper who usually can’t articulate a specific product — only “something that goes with salmon” or “a smooth red under £15.” A wall of options paralyzes rather than helps. The category is a discovery problem first: the shopper needs to be guided from their intent to a fitting choice. M&S’s Wine Finder does exactly that, asking about preferences and occasion and recommending wines that match — turning overwhelm into a confident decision.
How discovery AI works#
Discovery AI personalizes what each shopper sees, and guided discovery tools elicit intent through a few questions, then translate the answers into recommendations.
Three mechanics drive the Wine Finder’s value. It captures preferences through structured input — taste, occasion, pairing — rather than waiting for a query the shopper can’t phrase. It matches to the catalog, surfacing the specific products that fit those preferences. And it builds confidence, helping the shopper choose decisively from an otherwise overwhelming range.
Why guided discovery converts overwhelming categories#
The strategic insight is that for high-choice, low-knowledge categories — wine, fragrance, supplements, gifts — the barrier to purchase is decision paralysis, not lack of selection. Guided discovery removes that barrier by doing the narrowing for the shopper: a few preference questions replace the daunting wall of options with a short, confident shortlist. That’s why tools like the Wine Finder convert — they meet shoppers who can’t search with guidance that gets them to a choice. The same approach works anywhere choice overwhelms.
What this means for your store#
If any of your categories overwhelm shoppers with choice, guided discovery helps:
- Use preference-based finders to capture intent shoppers can’t phrase as a search.
- Match their answers to specific products, doing the narrowing for them.
- Build confidence so shoppers choose decisively instead of abandoning.
Where choice paralyzes, guidance converts. Discovery AI turns overwhelm into a confident pick.
Bring discovery AI to your store with CartAmplify#
CartAmplify brings guided, preference-based discovery to any store — Shopify, dropshipping, or marketplace. Help shoppers choose confidently in overwhelming categories, the way M&S’s Wine Finder does.
Related reading#
- How M&S Engaged 450K Shoppers with AI Style Discovery
- How Wildberries’ AI Discovery Drove 60% Turnover Growth
Figures cited from publicly reported M&S FY2025 results. Results vary by catalog, traffic, and implementation.
