14 November 2026, 00:09
By Pavir Patel Nov 13, 2026

The hidden cost of deciding what’s sold online

For most retailers, posting furniture online is a costly business – which means some ranges end up consigned solely to the showroom. Pavir Patel, the co-founder and CEO of dedicated AI platform for furniture and the home, Furniture Connect, suggests taking another look at the factors behind that ‘invisible assortment’ …

Ask a furniture retailer what it costs to put a new range online, and they’ll usually tell you the landed cost. What they won't include is the merchandising admin.

Add that work up, and it comes to somewhere between four and eight weeks and roughly £10,000 a range. A photoshoot or CGI booked around physical samples. Someone typing dimensions out of a PDF into a spreadsheet. The team resizing images for the website, then for the marketplaces and changing data to fit each retail partner’s format.

Nobody signs off that £10,000. It is spread across departments. However, it is the most important factor in furniture ecommerce, as it quietly decides the products a customer is shown online.

And that matters because a furniture listing has to do a lot of work. A customer buying a sofa online is trying to answer questions a screen makes hard. Will it fit? How does that fabric look in my room? Does it sit right against the coffee table I already own?

Research from the Baymard Institute found that 49% of furniture and home decor shoppers consider written dimensions essential to judging whether an item will fit. Its research also found that 42% value dimension images and 38% use lifestyle imagery to understand scale.

So online content is not the finishing touch on a furniture product. It is the product, in the only form the customer can see before it arrives.

Walk into any furniture store and you’ll find products that are bought, priced and ready to ship, that do not exist online. They have simply never made it through the listing process. The accessory that was not worth a studio day. The fabric option that was never photographed. The two-seater that is missing online while the three-seater is there.

I call this the invisible assortment – products that exist commercially but, as far as the customer is concerned, do not exist at all. Every retailer has them.

Once you see it that way, the invisible assortment stops looking like an oversight and starts looking like a rational response to a cost. If it takes £10,000 and six weeks to launch a range, you only launch the ranges that clear that hurdle – the hero sofa, the bestselling bed, the collection the buying team fought for. The long tail never makes it online.

The industry has spent a decade framing growth as addition – more traffic, more channels, more products. Range breadth is a point of pride. However, a product that has been bought and never listed is worse than one never bought at all.

What has changed is that the cost of listings has fallen. Product data can now be built with AI from the supplier's PDF rather than typed out of it. Imagery can be generated for every fabric and every room setting without a sample leaving the warehouse. The reformatting for each channel (the part everyone hates) can be done by software rather than by a junior in Photoshop and Excel at midnight.

What happens when these hurdles are removed? The accessory becomes worth listing, the fabric option gets shown. The new supplier's range goes live whilst the stock is being shipped. The customer searching for a sofa finds the lamp and the side table that go with it, and the basket grows without a single extra pound spent on marketing.

There is evidence that the digital shelf can influence the wider furniture buying journey, too. Research from Provoke Insights found that 45% of furniture shoppers use both online and in-store channels, while 46% visit a retailer's website before making a purchase in a store.

Three things follow for anyone running a furniture business.

First, count the invisible assortment – what can you sell online that you aren’t. Most retailers I speak to have never done this and are surprised by the answer.

Second, cost launches in full – the studio days, sample logistics, manual data entry and the reformatting. That figure is your real barrier to growth, and is almost certainly higher than you think.

Third, treat that cost as a variable to attack rather than a fact to live with. The retailers pulling ahead this year are the ones for whom putting a product online has become cheap enough that the only question left is whether the customer wants it.

Furniture retail does not have a range problem. It has a listing problem, and it has just become solvable. The next hundred products you sell online might already be in your warehouse.


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