Harry Styles was spotted entering a vehicle with Kimberly Stewart, the 33-year-old daughter of music legend Rod Stewart, last week in Los Angeles.

Stewart is apparently exactly the 19-year-old's type, as he's somewhat known for having a preference for older women. "They were introduced by a mutual friend who set them up," a source told E! News. "Kim is very strong willed, she goes for what she wants and Harry appreciates that. It is a very new thing and we'll see where it goes."

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Last Thursday, Styles dined with the socialite along with her father and stepmom Penny Lancaster, as well as her brother, Sean, and his on-again off-again girlfriend at West Hollywood's Dan Tana's. "Kim and Harry sat next to one another," an eyewitness told E! News. "[Harry] had his arm around [Kim]."

Some are not quite as convinced that the purported fling is anything more than a publicity stunt. “Kimberly and Harry are just friends,” an insider told FOX411’s Pop Tarts column. “Rod (Stewart) really likes Harry, so it’s good PR for him. "There’s nothing going on,” added the source. “It’s just PR fun.”

Before his romance with Taylor Swift, 23, Styles was linked to TV presenter Caroline Flack, 33, and DJ Lucy Horobin, 34.

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