Algolia Report: B2B Organizations Shift from AI Expansion to Optimization in Ecommerce Search

Algolia’s 2026 B2B Ecommerce Site Search Trends Report finds that AI search has overtaken pure ecommerce functionality as organizations prioritize relevance, usability, and customer experience.

SAN FRANCISCO--(BUSINESS WIRE)--Algolia, the AI Search and Retrieval Platform orchestrating over 1.75 trillion queries each year, trusted by more than 18,000 businesses and millions of developers worldwide, today unveiled its fourth annual 2026 Ecommerce Site Search Trends Report, powered by insights from leading data analytics and advisory firm Escalent.

The report revealed that AI-powered search is no longer a ‘nice to have’, but a foundational capability for B2B ecommerce. A growing majority of organizations now rely on AI-driven search to meet rising consumer expectations, improve relevance and usability, and support broader digital transformation efforts.

Nate Barad, Vice President of Product and Technical Marketing at Algolia, noted: “We’re seeing a clear shift from adoption to optimization of AI-powered search. As buyers demand more relevance, speed, and ease of use, it’s critical that companies optimize their AI capabilities to drive real business outcomes. If organizations fail to make this shift, they risk underdelivering on customer expectations, leading to a negative impact on ROI.”

Key findings from the 2026 B2B Ecommerce Search Site Trends Report include:

AI has moved from experimentation to baseline infrastructure in B2B ecommerce

• 71% of B2B businesses are using AI technology for ecommerce, up from 67% in 2025
• 83% of respondents say they’re more likely to select a search and discovery solution with AI capabilities, signaling AI is now a “must-have,” not a differentiator for search vendors

Search and discovery are now central to meeting rising customer expectations, not just driving sales

• Search has become a frontline customer experience lever, with B2B buyers expecting the same relevance, ease, and support they see in B2C environments.
• 44% cite increased customer expectations as the top driver of search and discovery investment, a 7% increase from 2025
• 36% point to competitive differentiation as a key driver, underscoring search as a brand and experience battleground
• 36% are investing specifically to improve the online customer experience, up 2% year over year

The next phase of B2B digital transformation is about optimization, not expansion

• Rather than piling on new tools, B2B organizations are focused on strengthening what they already have – especially around security, integration, and operational efficiency.
• 51% say they already have a well-established ecommerce experience and are not prioritizing new investment next year, favoring reinforcement over expansion

To learn more, download a free copy of the 2026 B2B Ecommerce Search Site Trends Report.

Methodology

Algolia partnered with Escalent to conduct an extensive survey of more than 300 current users of B2B ecommerce search and discovery platforms in North America, Europe, Middle East, and Asia. Interviewees were both business and technical decision-makers in industries spanning Apparel, Automotive, Chemicals, Electronics, Energy, Food & Beverages, Metal Fabrication, and Pharmaceuticals.

About Algolia

Algolia is the leading AI Search and Retrieval platform, powering 1.75 trillion searches a year for more than 18,000 businesses. With a unified keyword and vector search and retrieval engine, Algolia delivers the world’s fastest and most scalable search and discovery technology. Companies rely on Algolia to build agentic, generative, and search experiences through tools like Agent Studio. With over a decade of innovation, Algolia is redefining retrieval-powered applications and the future of AI discovery.