Boston Scientific Rewrites the B2B Buying Experience
See how AI-driven product discovery turned search frustrations into streamlined buying, improved sales efficiency, and delivered double-digit revenue gains.

Creating a Personalized Experience that Converts






Boston Scientific is a $17 B global medical technology leader that designs, manufactures, and markets innovative devices across cardiology, endoscopy, urology, and more. Dedicated to transforming lives with innovative, minimally invasive medical solutions, the company champions meaningful innovation, high performance, and global collaboration to improve outcomes and help patients experience more moments that matter.
Facing outdated buying experiences, Boston Scientific overhauled its digital foundation to move beyond manual, analog ordering. But the real breakthrough came when they tackled search and product discovery. That shift made B2B buying effortless, field sales more efficient, and revenue impact measurable.
The Challenges
Product Discovery That Missed the Mark
Even after launching its ecommerce site, a customer survey revealed search remained a blocker. Buyers couldn’t easily find what they needed. Irrelevant results frustrated users and pushed them back to reps, undermining digital adoption.
Limited Resources, Unlimited Expectations
With only two merchandisers and competing IT priorities, there was no bandwidth to fine-tune relevance, curate listings, or personalize experiences — leaving customers underserved and growth potential untapped.
Lack of Personalization Blocked Engagement
Despite serving over 20,000 hospitals globally, every customer saw the same site experience. No tailored content, no relevant recommendations — just a one-size-fits-all approach making it hard to engage, convert, and serve specialized customer needs.
We didn’t just want to digitize transactions — we wanted to rethink what buying should feel like in B2B. Fast, intuitive, and relevant. If AI could help us get there, we were all in.
Coveo Results
Coveo delivered AI-search that learns from behavior, returns relevant results, and supports personalization — empowering buyers to self-serve and helping reps focus on value.
Rewriting the Buyer Experience

“Our goal was simple: make it easier to do business with us,” said Deirdre Peters, Head of Digital Experience at Boston Scientific.
But getting there took four years — from a paper catalog and handwritten updates to a full ecommerce platform. The team built a PIM, launched self-service, and reimagined product discovery. What started as digitizing orders became a total rewrite of the B2B buyer experience.
Fixing Search

Despite a successful ecommerce launch, one issue kept surfacing in customer feedback: “I can’t find what I need.” Most users aren’t physicians or technical experts — they are buyers, nurses, or admin staff without clinical vocabulary. Search often surfaced too many or irrelevant results, forcing users to turn back to reps for help. With no personalization and limited team capacity, the experience couldn’t scale.
“Search was the bottleneck,” said Deirdre. “Fixing it was the fastest path to better CX and real ROI.” That urgency fueled the business case — and the decision to partner with Coveo.
Frictionless from the First Query

Coveo AI-search has reshaped how buyers interact with Boston Scientific. Instead of combing through PDFs or calling support, customers can now self-serve with speed and confidence — searching once and finding exactly what they need.
This ease of use has driven meaningful gains in customer satisfaction and conversion including a 15% increase in customer retention, proving that when search works, everyone benefits.
Coveo AI in action: dynamic facets, product preview, relevance ranking suggestions, availability, search suggestions, and much more.
We set a $3M incremental revenue goal and now with Coveo we’re on track for $10M in year one. It’s an incredible turnaround.
Reps, Recharged

For Boston Scientific’s 5,000+ reps, search has become more than a tool, it’s a major time-saver. With so many reps managing hundreds of accounts each, every support call avoided frees them up for strategic selling.
“One rep told us he forgot his employee number,” said Deirdre Peters, “because he no longer had to call sales support daily.” With fewer back-and-forth and routine requests, reps can focus on building stronger relationships and high value conversations rather than chasing order confirmations.
AI-Search That Pays Off

The results reinforce how intelligent search can have a tangible impact on both customer experience and business growth. “We launched with Coveo less than a year ago, and the results have been incredible,” notes Deirdre.
“Search usage is up, conversions are climbing, and reps are finally free to focus on what really matters. It’s not just the tech that stands out — it’s the team. Coveo’s people are phenomenal partners.”
The Next Phase of the Journey
Boston Scientific is evolving search into an intent engine. “The insight from Coveo was simple but powerful: it’s not a search box — it’s an intent box,” remarks Deirdre.
Instead of launching chat, which can confuse or disrupt the flow, the team is now focused on generative product discovery — delivering answers to complex questions, surfacing documentation, and recommending relevant products in real time. With plans to tailor experiences by specialty, region, and behavior, the goal is a journey that’s not just responsive, but truly intuitive.
