Customer experience isn’t what it used to be — and that’s a good thing.
Not long ago, the gold standard in e-commerce was delivering a “Google-like” search. Today, that’s the bare minimum. Modern shoppers now expect answers that rival ChatGPT, discovery that feels as engaging as TikTok, and seamless interactions that span the entire journey, from search to post-purchase service and support.
Delivering on those expectations requires more than a digital storefront. It calls for intelligence embedded at every point of the customer journey.



3 trends defining modern customer experience
1. The nonlinear journey
Today’s shoppers and buyers are unpredictable. Some arrive with long, detailed queries. Others browse casually, toggle filters, or ask their voice assistant. There’s no single path and no one-size-fits-all interface.
That’s why modern commerce demands AI at every touchpoint: from personalized suggestions and dynamic re-ranking to contextual filters, intelligent recommendations, and generative answers. However your customers engage, your experience needs to wow them. Because they can be anywhere, your AI needs to be everywhere.
2. Go beyond selling to guide decisions
Imagine a shopper looking for a beginner-friendly paddleboard. They don’t know what to prioritize — size, weight, material — so they bounce to ChatGPT. Once they’re gone, they may not return and you risk losing the sale. Generative AI changes the game by embedding real-time, brand-aligned education into the purchase journey. It helps customers make confident, informed decisions without ever leaving your site. You’re not just selling products, you’re guiding decisions and building trust.
3. Don’t end the experience at the sale
Customer experience doesn’t stop at checkout. Your customers expect support, tips, and ongoing value after the sale. GenAI keeps the journey going — surfacing personalized content like onboarding guides, usage tips, and timely upsell opportunities exactly when they’re needed. That’s how you turn transactions into long-term relationships.

The experience gap is growing
With shoppers exploring across devices, bounce between channels, and expecting instant help at every step, brands are spending more than ever to meet them. But without real-time intelligence, that spend often fails to convert.
Customer experience can’t operate in silos anymore. Whether someone is using voice search, browsing your catalog, or seeking support, they expect relevance everywhere. Increasingly, if they don’t find it, they turn to tools like ChatGPT instead.
Intelligent systems aren’t a nice-to-have for the future — they’re essential now.
AI, especially GenAI, is the connective tissue of modern CX: helping brands shift from static paths to dynamic, intent-driven journeys that build loyalty and drive revenue.

Closing the gap with powerful search and product discovery
Modern organizations need to deliver smarter, AI-powered customer experiences. Coveo for SAP CX makes this possible. SAP provides the flexible, composable foundation for commerce and service. Coveo adds the AI-powered intelligence that makes it all relevant, personal, and adaptive – and ready to scale faster.
As the only SAP-endorsed app for search and product discovery — and with SAP Service Cloud integration — Coveo helps brands drive engagement before the purchase and deliver meaningful support post-sale. Together, they provide an end-to-end experience built for today’s fast-moving, omnichannel customer.
Consider a B2B manufacturing company with a huge product catalog on SAP Commerce Cloud—think tens of thousands of SKUs, each with its own specs and details. Customers want a search experience that’s quick, spot-on, and tailored to their needs. But with a catalog that massive, delivering that kind of experience is challenging.
By plugging Coveo’s AI-powered search and recommendation engine into an SAP storefront, the manufacturer’s customers can type in vague or technical search terms, and smart relevance ranking and semantic understanding deliver what they’re looking for. Annoying “no results found” pages are pretty much a thing of the past.
In addition, you get to know your customers by understanding their behavior, intent, and past purchases to suggest products they’ll actually want, which means more items in carts and higher conversions. Your support team gets a break from repetitive questions, and marketing gains insights to fine-tune product listings and promotions.
Since it’s built on a headless, flexible setup, you can make changes fast, scale up when demand spikes, and keep improving the customer experience without messing with your core systems. The result is a smoother, smarter shopping experience that drives real growth for your digital channel.
AI and e-commerce: Benefits, challenges, and power that business leaders need to understand
AI and GenAI have tremendous benefits for e-commerce, but implementing these technologies is complex, and few companies can navigate it alone. That’s where partnerships come in.

Real-world impact
Integrating intelligent search and personalization tools can drive measurable improvements in both customer satisfaction and business performance, including:
- Higher conversion rates
- Reduced content gaps
- Lower support case volumes
- Increased lifetime value
- Lower total cost of ownership
SAP and Coveo are already helping global leaders in e-commerce and B2B supply unlock new levels of performance.
Nespresso integrated Coveo’s AI search with SAP Commerce Cloud to elevate discovery and personalization. The result:
- 182% increase in conversions via search
- 30% boost in search adoption
- 10% higher AOV from recommendations on zero-results pages
“Partnering with Coveo has been a game changer. It’s helped us remove friction, surface relevant content, and deliver a more intuitive, personalized journey online,” said YC Eu, Head of eBusiness, Nespresso Oceania.
Blackwoods, a B2B supplier of industrial and safety products, used Coveo within SAP Commerce Cloud to improve product discoverability and digital adoption and saw these results:
- 45% improvement in customer satisfaction
- 66% increase in digital adoption
- 70% boost in add-to-carts from listing pages
“Having Coveo integrated into SAP Commerce is like a match made in heaven… it’s a key enabler for our digital strategy around search,” said Noshir Jariwala, Digital Product Manager, Blackwoods.

Coveo: How it works
Coveo deploys a set of 12 advanced AI models — from query understanding and intelligent re-ranking to semantic search and product embeddings — to ensure relevance across every digital entry point. Whether a customer arrives with a vague keyword or a voice search, the system adapts in real time to drive discovery and engagement. SAP Commerce Cloud offers the composability to support flexible architectures, while Coveo powers the intelligence that makes them responsive.
With production-ready RAG (Retrieval-Augmented Generation), Coveo’s GenAI goes beyond simply summarizing content. It answers specific product questions based on your catalog, content, and customer behavior. This reduces bounce, increases confidence, and keeps shoppers on your site. Plus, every response is grounded in source citations, giving teams full transparency and control.
Coveo’s integration with SAP Service Cloud extends this intelligence beyond the sale. AI search provides personalized self-service, case deflection, and agent enablement. CSRs get a full view of customer activity — queries, docs viewed, products explored — so they can deliver fast, frictionless resolutions. The result: fewer tickets, faster support, and happier customers.
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