Social Data Uncovers Brand, TV Show Affinity

To reach consumers most likely to mention Walmart on social media, marketers might have luck targeting shows with, well, less than lofty themes.

Recently released research shows that people who create online buzz about Walmart are most likely to tweet or comment about Lifetime’s America’s Supernanny, LOGO’s Dallas Cowboys Cheerleaders: Making the Team and TRUTV’s Las Vegas Jailhouse.

People chattering about Target, on the other hand, seem to go for more wholesome TV fare. Consumers who use social media to discuss the chain also comment on cooking and home makeover programs, like CMT’s Top Secret Recipe and HGTV's My Yard Goes Disney.

The research—culled from chatter on social media sites including Twitter, Facebook (public posts only) and TV-focused micro-blogs—is courtesy of Bluefin Labs, MIT’s social TV analytics firm, which this week shared information about some of the year's most buzzed about TV programs. (They include MTV's Video Music Awards, which led the overall list with 3.15 million comments, and The X Factor on Fox, which was the top series with 137,000 comments.) For Adweek, Bluefin went deeper, slicing social TV data by brand and audience segment, and then comparing competitive brands (see charts below).

Tom Thai, vp of marketing and business development for Bluefin Labs, said that over the past year his company has been sharing the “basic building blocks” of social TV analytics with TV networks and agencies, but that the next step was to make the information brand-specific.

“Brands really want the shows with the most social conversations as it applies to their brand [as well as] other brands … or audiences or lifestyle segments that they care about,” Thai said.

In a statement, Kate Sirkin, evp of global research director for Starcom MediaVest Group—which recently announced it was partnering with Bluefin Labs to help inform its clients media buys—noted that “understanding the cause-and-effect relationship between paid and earned media is a challenge. Bluefin Labs’ data provides us with an incredibly valuable new dataset to evaluate this relationship.”

Other agency and brand clients include WPP’s Mediacom, IPG’s Initiative, Mars and PepsiCo.
To filter social TV data by brand segment, Thai said Bluefin Labs first looked at all the people in the social media universe who commented (positively or negatively) on a particular brand. Then they dug deeper to identify the TV shows these particular social media users most frequently talked about. To rank the shows, Bluefin Labs created a “show index,” which is normalized on an index of 100.

ESPNews, for example, leads the top 10 list for Coke with a show index of 234, which means that people socially vocal about Coke are more than twice as likely to tweet or talk about that particular program. Of the top 10 shows that over index for Coke conversations three are on ESPN. But among all of the shows that over index for Coke (111 in total), TLC is the most represented, followed by ESPN.

By contrast, the top 10 for people who tweet and talk about Pepsi doesn’t include a single show about sports. The Mortified Sessions on Sundance leads the list, followed by The Exes on TVLand and Prophets of Science Fiction on Science. Nick Jr. was the leading network for Pepsi, with ABC, NBC and TLC tied for second.

Bluefin Labs also sliced the data by broader audience segments, comparing beer and wine drinkers, and cat and dog owners. The company identified the lifestyle groups by analyzing historical social media chatter and then ranked the shows each group talked about most.

Not surprisingly, sports programming features prominently on the top 10 list for beer drinkers, while fashion and relationship-related programming dominates the list for wine drinkers. The lists for cat and dog owners are also fairly intuitive, although Bluefin Labs found that while Animal Planet shows ranked highly on both lists, TLC was actually the top network for both groups.

Thai acknowledged that social TV data is in some ways influenced by a brand or sector’s media spend (for example, beer marketers already target sports shows so it makes sense that social media chatter reflects that). But he said that in working with brand and agency clients, they can look at the data through current media plans to measure the impact of campaigns on social media and generate more specific insights.

To date, social TV data like that from Bluefin Labs, as well as social TV analytics and checkin companies like Trendrr, Radian6, GetGlue, SocialGuide and Miso, has mostly focused on general audience responses to TV shows and networks. But in the coming year, Thai said, Bluefin plans to dig deeper to generate more data about conversations related to brands.

“Social TV is not just about how much people talk during the shows,” Thai said. “The programming is one big part of TV, but what people say about brands and commercials is also, obviously, a big part. We’ll be able to, in 2012, tell a lot more interesting stories about how real-world audiences in social media react to TV campaigns and react to brands.”

Below, Bluefin Labs' full lists of the top 10 shows by brand and audience segments.