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United KingdomRetail and e-commerce2023 – ongoing

Dunelm Group

Generative AI product search on Dunelm.com

Dunelm replaced its first-generation site search with Google Cloud's generative AI and cut zero-result searches below 1%

In progressVendor case studyVendor ↗

Problem

Dunelm's first-generation search engine made it harder for online shoppers to find products. The retailer wanted better ways to connect products to customers.

Approach

Dunelm began looking at an upgrade towards the end of 2023. It moved to Google Cloud's Vertex AI Search for Retail on Dunelm.com. Kin + Carta, now part of Valtech, helped with the initial design and experimentation. Testing ran in early 2024.

Results

Fewer than 1%share of search terms returning zero results, per Google Cloud's announcementVendor case study[1]

Takeaway

The only result reported is a low zero-result rate from testing. Dunelm gave no figures on sales or conversion.

Categories

Business function
Marketing and sales
Evidence
Vendor case study

Sources

Source summaries

[1]Google Cloud9 Oct 2024

Google Cloud's press release says Dunelm moved from a first-generation search engine to Vertex AI Search for Retail. It quotes Dunelm's technology chief on connecting products to customers. The one result given is that fewer than 1% of search terms return no results.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026
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