
When Marissa Coughlin left her newest tech job to open a romance bookstore and crafting hub in Seattle, she didn’t go away know-how behind fully.
In actual fact, alongside her associate, Constantine Vetoshev, who nonetheless works in tech, synthetic intelligence has grow to be a significant participant on this subsequent chapter of their lives.
Coughlin labored in a wide range of communications and content material roles for firms together with Airbnb, Textio, Highspot, and most not too long ago, T-Cell. Vetoshev is a software program developer at Brook.ai, a Seattle-area well being know-how startup that makes use of AI to assist scientific groups ship distant care.
Each large readers, the pair first began areas and creating a bookstore marketing strategy in 2023. However with two babies, they had been ready for higher timing. When an area turned out there on Market Avenue in Seattle’s Ballard neighborhood they lastly made the leap, and opened Swoon City final month.
Whereas Coughlin has no real interest in seeing AI used to write down the books or illustrate the covers that line her cabinets, she’s an enormous believer in how the know-how may help the again finish of the enterprise.
“I believe extra companies needs to be utilizing these things, particularly small companies, if they’ll determine learn how to faucet into it,” Coughlin mentioned. “It’s tremendous helpful, however you must know that it’s there and what it might probably do, and be just a little bit artistic and determine the options.”
Listed here are among the methods Swoon Metropolis is tapping into AI, leveraging Coughlin and Vetoshev’s know-how:
- To assist choose the shop’s stock of three,000 books, they used evaluation primarily based on Seattle Public Library knowledge of the most-borrowed romance novels over the previous 18 months.
- They constructed a customized generative AI software to categorize all of the romance novels they purchased into sub-genres so individuals can shortly discover their favorites. For instance, the e book “Thirsty” would usually simply be categorized below romance or possibly paranormal romance, however Swoon’s system categorizes it as paranormal romance, LGBTQ, enemies to lovers, vampire romance, romantic comedy, and concrete fantasy.
- GenAI was used to construct a buyer loyalty program. Vetoshev, who mentioned he’s “all in” on Anthropic, requested the AI assistant Claude to investigate some necessities that they had for various packages. Claude wrote again and mentioned, “You can go along with this one, or you might simply construct it your self. Right here’s how.”

“I really feel like there’s a number of issues that we’ve created for this retailer that different individuals who could be interested by doing one thing like this might faucet into and be capable to leverage for their very own stuff,” Coughlin mentioned.
Vetoshev mentioned he can come dwelling from his day job, put the children to mattress after which concentrate on one thing that must be constructed for the shop.
“A few hours of labor with a [large language] mannequin, and we’re off to the races,” he mentioned.
The know-how is all in service of a style that’s exploding, particularly amongst younger readers.
Romance is the main progress class for the full print e book market so far in 2025, and the amount for the class has greater than doubled in comparison with 4 years in the past, with 51 million models bought previously 12 months, in accordance with industry analysis.
NPR credited romance curiosity pushed by Gen Z readers, particularly on BookTok, a subcommunity of TikTok for recommending, reviewing, and discussing books.
Swoon Metropolis is hoping to comply with within the profitable footsteps of The Ripped Bodice, an unbiased brick-and-mortar romance bookstore with places in Los Angeles and Brooklyn, N.Y.
Coughlin appears ahead to bringing individuals collectively not simply round books, however by internet hosting varied occasions and constructing out crafting courses for embroidery, stained glass, jewellery making and extra.
“I really feel like a part of what was thrilling for a romance bookstore is the neighborhood, as a result of it’s usually not a style that’s as nicely revered within the e book neighborhood, although it’s big,” she mentioned.