Grosvenor Flooring
976% online revenue growth with AI retail merchandising
A family-run flooring retailer with a 1,000-product backlog and no budget for a content team. Deploying merchi.ai cleared the backlog, put every product in front of search engines, and drove 976% online revenue growth — without adding headcount.
About the customer
Who is Grosvenor Flooring?
Grosvenor Flooring is a family-run flooring retailer based in the UK, specialising in premium LVT, engineered wood, carpet, and laminate. They operate a showroom in Altrincham, Greater Manchester, and an ecommerce store serving customers across the UK.
Like many independent retailers, Grosvenor Flooring had the products and the expertise — but not the content. A growing range, a small team, and the relentless pace of ecommerce meant product content fell behind. Products were being added to the catalogue without descriptions, correct taxonomy, lifestyle imagery, or SEO-ready attributes. They were invisible to search engines and underperforming on conversion.
The challenge
A 1,000-product backlog and no way to clear it
Before deploying merchi.ai, Grosvenor Flooring had accumulated a backlog of over 1,000 products waiting for content. Each product needed a title, full description, structured attributes, taxonomy classification, and lifestyle imagery before it could perform in search or on the product page.
Clearing the backlog manually would have required months of copywriter time and significant photography spend — costs that did not make sense for an independent retailer operating lean. In the meantime, every product in the backlog was generating no organic traffic, appearing incompletely in search results, and converting at a fraction of its potential.
The backlog was also growing. New stock arrived faster than the content team could describe it. The gap between "products we have" and "products that perform online" was widening every week.
1,000+ products
Without descriptions, attributes, or imagery
Invisible to search
Products not ranking, not appearing in Google Shopping
Growing weekly
New stock arriving faster than content could be created
The solution
What merchi.ai deployed
merchi.ai was configured to Grosvenor Flooring's exact schema, attribute requirements, and brand voice. Three capabilities were deployed:
Product data generation
merchi.ai processed product images and supplier data to generate structured output for every product: SEO-optimised titles, full descriptions, key attributes, taxonomy classifications, and metadata — all configured to Grosvenor Flooring's exact schema and brand voice.
AI lifestyle imagery
Every flooring product was given AI-generated lifestyle room scenes — products shown in realistic home settings, at a fraction of the cost of a traditional photoshoot. Shoppers could visualise products in real rooms before buying.
AI Floor Finder
merchi.ai built an embedding-based conversational search tool for Grosvenor Flooring. Shoppers describe what they want — wood tones, room style, budget — and the AI Floor Finder returns a ranked shortlist. No product knowledge required.
The results
976% online revenue growth
After deploying merchi.ai, the 1,000-product backlog was cleared. Product pages that had previously generated no organic traffic began ranking and converting. The results compounded over the following months as the new content was indexed and the AI Floor Finder began driving product discovery.
The headline outcome was 976% online revenue growth — driven substantially by organic search improvements on AI-generated product content. Not from a paid campaign or a price promotion, but from products that, for the first time, had content good enough to be found and bought.
Critically, none of this required additional headcount. The same team ran a significantly larger, better-described catalogue. The AI handled the commodity work; the team focused on the decisions that required human judgement.
"Products that had been sitting in the catalogue for months, invisible to search, started ranking and generating revenue. The backlog that had felt impossible to clear was gone."
Grosvenor Flooring — post-deployment outcome
Recognition
National AI Awards 2026 Finalist
AI SME Business of the Year
The Grosvenor Flooring deployment — and the results it produced — earned a joint nomination for merchi.ai and Grosvenor Flooring at the National AI Awards 2026. The ceremony takes place on 10 June 2026 at The AI Summit London. Previous winners in the AI SME category include businesses recognised for genuine, measurable AI deployment rather than product claims.
What could this look like for your catalogue?
If you have a product backlog, inconsistent content, or a catalogue that is not performing in search, book a 30-minute demo and we will show you exactly what merchi.ai generates on your products.
No credit card required for the free trial. See pricing plans.