Insight Digital Transformation

HawkSearch and Znode Partner to Advance AI-Powered Product Discovery in B2B eCommerce

The continued evolution of B2B eCommerce is placing increasing pressure on manufacturers and distributors to deliver faster, more intuitive buying

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brett-sinclair
March 27, 2026
HawkSearch and Znode Partner to Advance AI-Powered Product Discovery in B2B eCommerce

Industry updates

The continued evolution of B2B eCommerce is placing increasing pressure on manufacturers and distributors to deliver faster, more intuitive buying experiences, despite the inherent complexity of their catalogs, pricing structures, and customer relationships.

In that context, two members of the B2B eCommerce Association ecosystem. (https://www.hawksearch.com/), a solution from Bridgeline Digital, and (https://www.znode.com/), have announced a strategic partnership aimed at addressing one of the most persistent challenges in B2B commerce: product discovery at scale.

The partnership will see HawkSearch’s AI-powered search, merchandising, and personalization capabilities integrated into the Znode platform, enabling enterprise B2B organizations to enhance how buyers navigate, search, and interact with large and complex product catalogs.

At its core, the collaboration reflects a broader shift in B2B expectations. Today’s buyers increasingly benchmark their experiences against leading B2C environments, expecting speed, relevance, and personalization, even when navigating highly technical or fragmented product assortments.

Ari Kahn, President and CEO of Bridgeline Digital, pointed to this growing expectation gap as a key driver behind the partnership.

“B2B buyers expect the same fast, intuitive discovery experiences they get in consumer ecommerce, yet their catalogs are far more complex.”

For Znode customers, the integration introduces a more advanced approach to search and discovery. AI-driven relevance, dynamic merchandising controls, and guided navigation are designed to help users find the right products faster, while giving businesses greater control over how products are surfaced and prioritised.

This is particularly significant in B2B environments where catalogs often span thousands or even millions of SKUs, with layered attributes, customer-specific pricing, and multi-site or multi-brand structures.

Rupesh Agrawal, CEO of Znode, emphasised the importance of strengthening the buying experience within these complex frameworks.

“Partnering with HawkSearch helps our customers strengthen the buying experience with modern AI-driven search and discovery, especially for organizations managing large catalogs, nuanced product data, and multi-site experiences.”

From a platform perspective, the partnership aligns with Znode’s API-first architecture, offering a scalable and flexible path for organizations looking to modernise without compromising on the complexity their business models require.

For manufacturers and distributors, the practical outcomes are clear:

  • More relevant and intelligent onsite search experiences
  • Improved navigation across complex product catalogs
  • Greater control over merchandising and product visibility
  • Enhanced conversion through better product discovery

More broadly, this collaboration is another signal of how the B2B technology ecosystem is maturing. Rather than attempting to solve every challenge within a single platform, partnerships like this bring together specialised capabilities, AI-driven discovery and flexible commerce infrastructure to deliver more complete and effective solutions.

As the role of AI in B2B eCommerce continues to expand, product discovery is emerging as one of the most immediate and high-impact areas of transformation. For organizations still grappling with large catalogs and underperforming search experiences, this partnership highlights a clear direction forward.

And importantly, it underscores the strength of the B2B eCommerce Association community, where leading technology providers are not only participating, but actively collaborating to solve real challenges faced by manufacturers and distributors globally.

About the Author
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Brett Sinclair

Brett is the founder and director of the B2B eCommerce Association. With over 15 years in the industry, he is passionate about helping B2BEA members and the broader B2B community succeed in digital commerce.