Furniture.com's Alex Seaman on Building a Decision Layer, Not a Marketplace

Buying furniture is one of the most emotionally loaded, logistically complicated purchases a person makes. It’s highly considered and the stakes are high. Yet online, the industry has never actually solved for it.

That uncomfortable truth sits at the center of Furniture.com’s founding thesis. Not that e-commerce is hard for furniture, but that nobody has genuinely tried to build for the way people actually shop it. According to Furniture.com’s own consumer research, the average shopper spends about 13 hours online, navigates 15 browser tabs, has a Notes app open, takes screenshots to text to themselves, and runs a shared Excel file with their partner or roommate. “It’s just such a fragmented experience,” says Alex Seaman, Co-Founder and SVP of Furniture.com, speaking with ClickZ at eTail Palm Springs 2026. “It takes a lot of the joy away from designing your home.”

Seaman is fourth generation in the furniture business. Her great grandfather ran a discount store in Brooklyn. Her grandfather built Seamans Furniture. Her father founded Rooms To Go, one of the largest furniture retailers in the US. That lineage is not incidental. It is, in fact, the whole point.

The expertise already exists. The platform’s job is to surface it.

Most companies entering a legacy category try to disrupt it from the outside. Seaman’s bet runs in the opposite direction. Furniture.com is built to surface and amplify the expertise already sitting inside established retailers, rather than replace it. “These furniture companies have decades, or even more, of expertise in furniture merchandising, in designing and delivering, in customer service and quality,” she says. “That’s different from what you might find on other marketplaces.”

To make that expertise accessible at scale, the platform aggregates product feeds from 77 different retailers, standardizing and enriching that data using proprietary AI models. The engineering challenge alone is considerable: 77 different data structures, 77 different quality standards, all of which need to be normalized before they can power anything useful. “Imagine having 77 different product feeds coming in from 77 different retailers and counting, all of varying quality,” Seaman says. “How do we standardize that data? How do we enrich it using AI models we’ve developed, so that our conversational search can use it to drive recommendations?”

The answer lies in the composition of the team. Two thirds of Furniture.com works in engineering, product, and data science.

Furniture needs a Zillow, not another marketplace

The frame Seaman returns to consistently is not marketplace, not retailer, not aggregator. It is decision layer. The analogy is Zillow and AutoTrader: platforms that help shoppers mediate high-consideration purchases by enabling comparison, configuration, and commitment. Furniture is the third largest purchase most people make, behind a home and a car. “It’s tactile and visual,” she notes. The category has never had its Zillow moment. Furniture.com is the solution.

Executing that vision means replicating the showroom floor experience in a fully digital environment. “Customers really want the experience you would get on a showroom floor,” Seaman explains. They want to be able to shop all the showroom floors together, in one place. “You have store associates or designers who intimately know the assortment. They want that, but they want it in the palms of their hand, and they want it to happen very quickly and seamlessly.”

That brief shaped Dottie, Furniture.com’s new AI agent, which launched just days before the eTail interview. Seaman describes the ambition directly:

“We want her to be like the expert furniture merchant, the interior designer you may not have, or your stylish best friend.”

Early signals are encouraging. Within days of launch, users were already interacting with Dottie the way they engage with ChatGPT — asking open-ended questions, describing rooms, seeking opinions. “It’s really fun to see,” Seaman says.

On the big debates in furniture e-commerce, Seaman chooses precision over hype

On the two questions that generate the most heat in furniture e-commerce, Seaman is precise and unsentimental. AR and room visualization? “I think neither a game changer nor a gimmick.” she says. “They can be really great and helpful if implemented in the right moment of the customer journey.” The tool is not the problem. Placement is.

On white glove delivery at scale, her answer is similarly structural. The promise is sustainable, but only because Furniture.com does not try to own logistics. “Our agentic checkout technology allows us to leave that to the experts, the retailers,” she explains. “And they do need to deliver white glove in many cases, because they’re delivering sofas and beds.” The model works because it does not overreach.

On the DTC disruption question, however, she is the most direct. There is no Warby Parker moment coming for furniture.

“I think there’s always going to be a lot of value to the store experience,”

Seaman says. “I see Furniture.com as not just a marketplace. I think that’s a little too limiting. I see it more as a decision layer, a utility for furniture shoppers.” Legacy retailers, she adds, are not too late. The platform was built to partner with them, not displace them.

The worst advice she ever received, and why it matters

Beyond strategy, Seaman closes with the clearest insight of the conversation. When asked recently about the worst professional advice she ever received, her answer was immediate: “Don’t risk it.” Her response to anyone given that advice is equally direct. Ignore it!

For senior marketers watching an AI-native, tech-first platform take aim at one of the most entrenched, legacy-heavy categories in consumer commerce, that framing carries weight.