Kohl's rolled out a full-service AI shopping assistant on Tuesday — styling advice, gift ideas, photo search, product comparison, and order support folded into a single chat — just as back-to-school shopping enters its busiest window. The launch gives the struggling department store chain an AI tool built on the same Google Cloud platform that lifted spending 4.75 times per visit at Macy's after its March 2026 deployment.

For 60 million customers — including the 30 million registered loyalty members who shop the chain most frequently — that benchmark sets a concrete floor for what the new assistant needs to accomplish.

From Gift-Finder to Full-Service Stylist

The assistant, announced July 29 via Kohl's corporate blog, is the second iteration of a tool the company has been building in public. Kohl's debuted a narrower Mother's Day Gift Finder in late April 2026 — a conversational agent that collected details about a gift recipient's hobbies and style, then returned curated product recommendations. Yesterday's announcement expands that capability substantially, adding outfit inspiration, deal-finding ("show me the best deals right now"), photo-upload-to-find-similar-styles, side-by-side product comparison, and customer service functions including order tracking, promotion troubleshooting, and buy-online-pick-up-in-store guidance.

Both versions run on Google Cloud's Gemini Enterprise for Customer Experience, the agentic AI platform Google unveiled at NRF 2026.

How the Technology Works — and Why Rivals Built It in Six Weeks

Gemini Enterprise for Customer Experience is not a chatbot in the traditional sense. Traditional retail chatbots are rule-based or search-based systems that break when a shopper's question doesn't match a predetermined pattern; they force customers to start over or repeat themselves when they move between a site's shopping interface and its customer service tool. Google's platform addresses this by using agentic reasoning: prebuilt and configurable agents powered by Gemini models that understand intent, navigate product catalogs autonomously, build complex carts, apply loyalty programs and promotions, and maintain context across the full customer lifecycle, from initial product discovery through post-purchase resolution.

The platform also supports multimodal input — meaning the Kohl's assistant can process a photo a shopper uploads and match it against available inventory, not just parse text queries. This is the mechanism behind the "search with images" feature in the new assistant.

One metric signals how structurally different this platform is from prior chatbot approaches: Michaels, the arts-and-crafts retailer that announced its own Google Gemini assistant ("Ask Mike") on July 21, went from concept to production-grade AI in six weeks. That build-time is only possible because the platform ships prebuilt agent components — a shopping agent and a customer service agent — that retailers configure around their own product catalogs and business rules rather than building from scratch. The six-week figure comes from Paul Tepfenhart, Google Cloud's global director of retail industry strategy, who confirmed it publicly at the Michaels launch.

The underlying data architecture almost certainly uses retrieval-augmented generation, or RAG — an approach where the AI retrieves current, verified records from Kohl's product database at the moment of each query rather than relying on what it learned during model training. This prevents the hallucination problem that plagues AI tools that draw on stale training data: wrong prices, discontinued products, out-of-stock recommendations. It's the same architecture that powers IHG's hotel AI search, confirmed in TechTimes' coverage last week.

What Shoppers Tried on the Same Platform — and What They Spent

Kohl's has no conversion data to share yet. The assistant launched yesterday. But Macy's, which deployed the same Google Gemini platform as "Ask Macy's" in March 2026, has published the most striking early benchmark in retail AI: revenue per visit among customers who used the assistant was 4.75 times higher than among those who didn't, during a beta testing period that reached roughly half of Macy's website visitors.

Macy's Chief Customer and Digital Officer Max Magni attributed the lift partly to use-case self-selection — shoppers who turn to an AI stylist are often preparing for a specific occasion and already motivated to buy — and partly to the "complete the look" suggestions that systematically raise basket size. The most popular features were personalized recommendations and those outfit-completion suggestions.

Michaels reported its own early data following Ask Mike's May 2026 soft launch: 27% of interactions led to a product click or an item being added to a cart — more than double the conversion rate of its traditional search function — across nearly 75,000 conversations.

Separately, Adobe Digital Insights analyzed more than one trillion visits to US retail websites and found that shoppers arriving via AI-referred traffic — from ChatGPT, Perplexity, Gemini, and similar tools — converted at 54% higher than non-AI visitors in May 2026, spent 53% more time on retail sites, and viewed 23% more pages per visit.

Why This Launch Is Happening Now

The timing is not accidental. Back-to-school is the second-biggest retail season of the year, and Kohl's is leaning into it with a campaign that pairs the new AI tool with community grants — more than $165,000 to the Boys and Girls Clubs of America — and a heavy emphasis on products under $25.

The financial pressure behind the decision is real. Kohl's has posted comparable sales declines across the past four-plus years; its Q1 2026 earnings showed comparable sales down 1.1% year-over-year — which CEO Michael Bender described as the chain's best quarterly performance in over four years. Full-year 2026 guidance holds at flat to down 2%.

The Google Cloud partnership dating to 2019 predates the current AI wave — it was established to accelerate cloud migration and data analytics across Kohl's then 1,150-plus stores. That foundation is what made a rapid deployment of Gemini Enterprise feasible.

Gemini Enterprise Has Become Retail's Default AI Platform

Kohl's is the latest entrant in what has become a recognizable pattern: a mid-to-large US retailer in a competitive or turnaround position adopts Gemini Enterprise for Customer Experience rather than building its own conversational AI. Macy's deployed it in March 2026. Ulta Beauty announced its own Gemini-powered shopping assistant at Google Cloud Next in April 2026. Michaels followed in May (soft launch) and formally announced in July. Ulta Beauty, Michaels, and The Home Depot have all deployed versions of the platform for customer and associate AI tools.

The adoption velocity matters beyond the retailer-by-retailer story. Google introduced its Universal Cart — a cross-merchant shopping cart embedded in Search, Gemini, YouTube, and Gmail — at its I/O developer conference in May 2026, with launch partners including Sephora, Target, Ulta Beauty, Walmart, and Wayfair. All are Google Cloud retail infrastructure partners. Retailers that build on Gemini Enterprise plug into the same data architecture that feeds Google's own commerce surfaces — a structural alignment that means Kohl's is not just deploying a shopping tool; it is positioning its product catalog to be visible in whatever Google's AI commerce layer becomes.

Does AI Shopping Actually Lift Sales — or Just Lift Already-Motivated Buyers?

The honest answer on Kohl's specifically: not yet known. The tool launched yesterday. The retail AI industry's conversion data, while striking, carries a confounding-variable problem that no one has fully resolved: shoppers who engage with a conversational AI stylist are likely self-selected for higher purchase intent. A shopper who types "help me build a first-week-of-school outfit for a 9-year-old, budget around $80" has already made a purchasing decision; the AI helps them execute it faster and spend slightly more. That is not the same as converting a browser who had no intention of buying.

The Adobe data — 54% higher conversion among AI-referred visitors — partially addresses this by measuring across the full range of AI-originated traffic, not just users of a specific retailer's chatbot. But the Macy's 4.75x figure came from an in-session comparison that cannot exclude motivated-buyer bias.

What retailers like Kohl's are betting on is that the basket-building effect — "complete the look," related accessories, complementary items surfaced by an AI that understands the original request — is real and incremental, not just a measurement artifact. For a chain where every percentage point of comparable sales improvement is a headline, that bet carries real stakes.

Does AI Retail Change My Back-to-School Shopping?

For a shopper at Kohl's today, the most immediately useful features are outfit-building (describe the occasion, get curated options) and deal-surfacing ("show me the best deals right now"). Both save time that keyword search doesn't. Whether the AI assistant makes recommendations meaningfully better than a search bar plus filters is a subjective judgment that will vary by shopper; no independent audit of Kohl's tool quality exists yet. The photo-match feature has a practical use case for trend-shopping — see something on social media, upload it, find the Kohl's equivalent.

Frequently Asked Questions

How does the Kohl's AI shopping assistant actually work?

The assistant uses Google Cloud's Gemini Enterprise for Customer Experience, an agentic AI platform that connects to Kohl's product catalog in real time. Unlike a keyword search bar, it accepts natural-language requests ("I need an outfit for the first day of school, around $60, sporty but not too casual"), asks follow-up questions to narrow preferences, retrieves matching products from Kohl's live inventory, and can add items to your cart without you leaving the conversation. It also supports photo uploads — snap or screenshot an outfit you like, upload it, and the assistant finds similar styles available at Kohl's. Customer service functions including order tracking and BOPIS logistics are handled in the same interface.

What retailers use the same Google Gemini platform, and are they seeing results?

Macy's, Ulta Beauty, Michaels, and The Home Depot have all deployed Google Cloud's Gemini Enterprise for Customer Experience. Macy's reported that customers who used its "Ask Macy's" assistant generated 4.75 times more revenue per visit than those who didn't, during a beta testing period in early 2026. Michaels said its "Ask Mike" tool converted at more than double the rate of its traditional search function across 75,000 conversations. These figures come from the companies themselves and carry a motivated-buyer caveat — shoppers who use AI styling tools may already be committed to purchasing — but the basket-building effect appears real across multiple independent deployments.

Is the Kohl's AI tool available right now, and do I need a loyalty account?

Yes. The AI shopping assistant went live on kohls.com and the Kohl's app on July 29, 2026. Kohl's has not indicated that a loyalty account is required to access the tool, unlike some loyalty-integrated AI tools in the travel sector. The back-to-school campaign running alongside the launch emphasizes products under $25, so the assistant is configured to surface value-oriented options alongside full-price recommendations.

What does the Kohl's AI assistant launch mean for the company's turnaround?

Kohl's has posted comparable sales declines over the past four-plus years. Its Q1 2026 results — comp sales down 1.1%, the best performance in over four years — suggest the business is stabilizing but has not yet returned to growth. CEO Michael Bender has framed digital investment as central to the turnaround, and the AI assistant is the most public expression of that strategy. Q2 2026 earnings, expected August 27, will be the first financial readout that covers the period when the assistant was live. Whether an AI stylist can move the needle on comparable sales — or whether it simply becomes table stakes in a category where Macy's, Target, and Walmart have all deployed similar tools — is the unanswered question heading into the back-half of 2026.