CASE STUDY · Canadian healthcare manufacturing, distribution, and professional services

Prescientx: Building a procurement-ready healthcare knowledge system

Prescientx needed a clear, connected way to represent a complex healthcare offer across search, ecommerce, agentic AI-assisted conversations and sales. Huckleberry Way built the knowledge architecture that links its products, applications, standards context, evidence, and commercial pathways.

Qualified opportunities

4×

AI-search visibility

700%

impressions across AI surfaces

Industry

Canadian healthcare

Service

Entity-first digital system

Website traffic

+450%

Surfaces

Webite rebuild, structured data, Google Business Profile, Shopify and UCP, Conversational AI

01 — The client

A technical business selling into a market that researches before it ever enquires.

Prescientx serves healthcare organizations managing infection-prevention risk, facility requirements, product selection, compliance, and implementation. Its offer spans engineered infection prevention solutions, medical-device distribution, professional services, technical guidance, and a growing product catalogue.prescientx+1That range creates a challenge. Healthcare buyers need more than a catalogue. They need to understand the facility problem, the relevant standards, the available technologies, the implementation requirements, and the expertise behind the supplier they are evaluating.Huckleberry Way built the connected knowledge and commercial system that makes those relationships clear across search, Google, Shopify, AI-assisted conversations, and sales follow-up.

At a glance

MarketCanadian healthcare
EngagementEntity-first digital system
SurfacesWebsite · GBP· structured data · conversational AI
Next phaseARD beacon + MCP graph

02 — The challenge

Entity identity management through real business transformation.

Healthcare manufacturing & distribution · Canada · procurement-led buying

Prescientx operates in a high-consideration buying environment. A buyer may begin with a question about airborne infection risk, a planned renovation, a compliance requirement, a clinical setting, or a specific technology or product they're researching. The company's offerings must be understandable across connected dimensions: product capabilities, healthcare applications, standards context, professional qualification, implementation, and ongoing support.

The public site reflects the breadth of that work, including air disinfection, automated room disinfection, hand-hygiene infrastructure, antimicrobial surfaces, healthcare-facility planning, commissioning, training, and lifecycle support.

In the site's back-end, a structured data layer serves up Prescientx's Canadian business number, their certifications, people, credentials, and unified product catalogue in a deep relational graph format that AI agents understand.

"Everything was moving at once: the market, our customers, the business itself. Huckleberry modelled who we are, who we're built to serve, our credentials, innovation and experience, and then structured that into one record everything else draws from.

That record does a lot of jobs at once. It publishes. It grows. It answers customer questions in chat, all day, from a single source of truth, even when facts change. And it's also a machine-readable platform an AI agent checks when it's matching our certifications against what customers actually need. Procurement used to call to find out if we could do what they needed. Now they call already knowing the answer. We're not selling at that point. We're just closing.
" ~Keith Hunt, President

Evidence and expertise made legible and queryable.

03 — A connected knowledge layer

One governed graph behind the website, the catalogue, the assistant and the phone.

The work opened with modelling the questions Prescientx needed to be the answer to.

Once modelled, we executed a full Google Business Profile rebuild, aligned to a remodelled website, the product information, the structured Markdown and the semantic graph, so Google and AI agents had one coherent account of the business. The graph organizes six sets of relationships a buyer has to be able to evaluate.

01

Organization and identity

Prescientx's legal and operating identity, market role, and the external references that let a search system confirm the company is who it says it is.

02

Products and catalogue

Products, solution categories, specifications, related technologies, and the relationships between them and the Shopify catalogue, so a product is not an isolated page but a node with context.

03

Settings and buyers

Healthcare settings, procurement needs, buyer roles, applications and implementation considerations. A facility manager and an IPAC lead arrive with different questions; the graph is built to serve both.

04

Standards and evidence

CSA standards context, technical guidance, case evidence and educational resources;  the material a high-consideration buyer works through before a vendor is even shortlisted.

05

Assistant answers

AI webchat and phone-system answers grounded in a governed product and business knowledge layer, so the automated surfaces say the same thing the site does.

06

Commercial pathways

The route from search and educational content through lead capture, qualification and sales follow-up,  modelled as part of the graph rather than bolted on after it.

04 — Built for the buying process

From a facility problem, or a standards question, to a practical next step.

The Shopify site gives healthcare teams a path through a complex offer. Around it, educational material does the discovery work, so a buyer meets the standards question before they meet the product.

The storefront is the join. A buyer arriving from a standards question, a facility problem or an AI answer lands somewhere that can tell them what the product is, which setting it suits, what the standard requires, and what to do next.

prescientx.com

The Prescientx storefront: a headline reading Clean Air in Seconds, Not Hours — Guaranteed and CSA-Compliant, over a photograph of clinicians in a hospital corridor, with a Book a Compliance and ROI Assessment button.

The storefront · prescientx.com

The discovery layer, published as education

Most of the buying decision happens before anyone fills in a form. These run on the Google Business Profile, website feed and socials against the questions healthcare teams actually search: the cost of a hospital-acquired infection, what the latest CSA standards require, how to de-risk a build, so the standards question is met before the product is.

Px

Prescientx

7 Aug 2025 · LinkedIn · Google

Prescientx social graphic: What does it cost to reduce hospital-acquired infections?

Prescientx What does it cost to reduce hospital-acquired infections?

Preventing just one serious HAI can often pay for the installation of GUV systems across an entire ward. Our Upper-Air GUV systems continuously disinfect the air, helping prevent the spread of pathogens that lead to costly infections.

…more

Px

Prescientx

12 Aug 2025 · LinkedIn · Google

Prescientx social graphic: Reduce staff burden and eliminate human error in disinfection protocols.

Prescientx Reduce staff burden and eliminate human error in disinfection protocols.

The ASEPT-1X MAX™ uses occupancy-based automation to ensure a consistent, verifiable level of disinfection every single time.

…more

Px

Prescientx

14 Aug 2025 · LinkedIn · Google

Prescientx social graphic: De-risk your next healthcare build.

Prescientx De-risk your next healthcare build.

The new CSA standards require EIP-qualified personnel. Our team provides the expert partnership to ensure compliance and avoid costly rework. Build it right the first time.

…more

Px

Prescientx

2 Sep 2025 · LinkedIn · Google

Prescientx social graphic: CuVerro Shield for Healthcare-Grade Hygiene

Prescientx CuVerro Shield™ for Healthcare-Grade Hygiene

Not all surfaces are created equal. CuVerro Shield™ is an EPA-registered copper alloy that kills 99.9% of bacteria, continuously and without chemicals. From toilet seats to grab bars, we supply CuVerro-enhanced products designed for high-touch areas in healthcare and public facilities. It's permanent protection that works around the clock.

…more

Px

Prescientx

19 Aug 2025 · LinkedIn · Google

Prescientx social graphic: Go beyond traditional infection control measures.

Prescientx Go beyond traditional infection control measures.

Engineered Infection Prevention offers a new layer of automatic, continuous protection against airborne and surface pathogens, helping you exceed safety mandates and protect everyone in your facility. Our engineering team works with you to design and verify a system that automates protection and future-proofs your facility against emerging threats.

…more

Px

Prescientx

23 Oct 2025 · LinkedIn · Google

Prescientx social graphic: Ready to meet the new standard of care?

Prescientx Ready to meet the new standard of care?

Whether you’re planning a new build or upgrading an existing facility, our team is ready to help you navigate the new CSA mandates and implement a scientifically proven EIP solution custom fit for your needs.

…more

The CSA 2024 standards briefing, and whitepaper

Based on the knowledge graph and companion knowledge base, we built introductory and in-depth resources on Canada's CSA healthcare facility standards, written for architects, contractors and facility leaders. It is the piece that earns the conversation: read it and you understand the mandate, the technical requirement, and what a compliant system has to do.

Page 1 of the Prescientx executive briefing on Canada's 2024 CSA healthcare facility standards.Page 2 of the Prescientx executive briefing on Canada's 2024 CSA healthcare facility standards.Page 3 of the Prescientx executive briefing on Canada's 2024 CSA healthcare facility standards.Page 4 of the Prescientx executive briefing on Canada's 2024 CSA healthcare facility standards.Page 5 of the Prescientx executive briefing on Canada's 2024 CSA healthcare facility standards.Page 6 of the Prescientx executive briefing on Canada's 2024 CSA healthcare facility standards.Page 7 of the Prescientx executive briefing on Canada's 2024 CSA healthcare facility standards.Page 8 of the Prescientx executive briefing on Canada's 2024 CSA healthcare facility standards.Page 9 of the Prescientx executive briefing on Canada's 2024 CSA healthcare facility standards.Page 10 of the Prescientx executive briefing on Canada's 2024 CSA healthcare facility standards.Page 11 of the Prescientx executive briefing on Canada's 2024 CSA healthcare facility standards.Page 12 of the Prescientx executive briefing on Canada's 2024 CSA healthcare facility standards.Page 13 of the Prescientx executive briefing on Canada's 2024 CSA healthcare facility standards.Page 14 of the Prescientx executive briefing on Canada's 2024 CSA healthcare facility standards.

05 — What moved

Four times the qualified commercial interest, from a knowledge system built for how healthcare actually buys.

Buyers got clearer routes from research and standards education into product discovery, assessment and a sales conversation.

Figure

Measure

Status

4×

Qualified inbound opportunities

Qualified by pipeline volume

450%

Website traffic.

Before and after website rebuilt

700%

AI-search visibility and impressions.

Measured across Bing and Google

300%

Sales pipeline value.

Customer validated, Sept 2025 - Sept 2026

06 — Next: procurement agents

The next buyer through the door may not be a person.

Phase two · ARD beacon · MCP-connected graph

The next phase introduces an Agentic Reseource Discovery beacon and an MCP (Model Context Protocol) connected graph for AI procurement agents.

That makes Prescientx's authorized product, application, evidence and service knowledge available through a structured interface, so an agent doing supplier research on a buyer's behalf can query the same governed facts a person would read, and get an answer the company stands behind.

The business modelling and knowledge graph at work across all query types.

Ranked, retrieved, recommended.

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