Aspirational Brands & Tumblr: Lexus vs. Toyota

Gnip conducted a brief analysis of the Toyota family of brands (Toyota, 4Runner, Camry, Highlander, Lexus, Prius, Rav4, Scion, Sequoia, Tacoma, Tundra) on multiple social media platforms. We looked at brand mentions on Tumblr, Twitter, WordPress and WordPress comments during the period of Oct. 15 to Nov. 15, 2012.

As you would expect, Toyota was the most frequently mentioned brand on each social platform, with one enormous exception – Tumblr. Lexus had 5 times as many mentions on Tumblr as Toyota. This highlights how aspirational brands do exceptionally well on Tumblr where niche communities of fans often form around brands. (Attention brand managers, this happens whether the company is involved or not). A central component of Tumblr is visual content, which also plays well with aspirational brands. Furthermore, Tumblr content is both extremely viral and has a long shelf life meaning that content shared on Tumblr can be shared for longer periods of time and jump to more diverse sub-groups within the network than other social networks. During the month Gnip tracked mentions, Lexus received more than 200,000 mentions while Toyota received 40,000.

In social media, it is easy to rely on Twitter as a kind of alert system of when content is being shared, but at Gnip we’ve seen time and time again where content that pops up elsewhere doesn’t always pop up on Twitter. Each social media network has its own attributes and audience and modes of interaction. Because of likes, reblogging, and the way timelines are read by Tumblr users, Tumblr has active communities that aren’t found elsewhere.

Lexus on Tumblr

Tumblr Analytics: It’s a Whole New World

Union Metrics has been with Gnip since the early days, using our social data in their flagship product, TweetReach. Earlier this year, when we announced the availability of social data from Tumblr, we were excited that Union Metrics moved quickly to start building a new product based on that data. Last week, Union Metrics launched Union Metrics for Tumblr and was named Tumblr’s preferred analytics provider.

We’re big believers in Tumblr and the value of the conversations taking place there. As we’ve talked about in the social cocktail, Tumblr content has unique properties. Our data science shows that Tumblr content is inherently viral – able to amplify conversations about any topic – and even more than that, the content on Tumblr has incredible staying power.

And we’re not the only believers in Tumblr. Brands like Adidas and Coca-Cola have been actively engaging and advertising on Tumblr since the launch of Tumblr’s advertising platform earlier this year.

Congrats to the team at Union Metrics! This is exciting news and we’re only at the beginning.

You can read more in AdWeek, The Next Web and GigaOm.

The Staying Power of Tumblr

It took two days for the poll to pop.

Three days after the pride cookie, Houston radio station KTRH dropped a question for its listeners.

“The cookie your grandfather loved has ‘gone gay!’” the station wrote on its website, “What Do You Think? Does This Rainbow Flag Cookie Bother You?”

It bothered becausegretchensaidso (now using Tumblr username Gretchenisincognito). Well, at least, the question did. That day, the user left a tumble for followers:

“This poll is from a conservative news radio station,” the user wrote, “Let’s surprise them with overwhelming results in favor of equality.”

The post trickled out, gathering almost a hundred reblogs in a 24-hour period. Then it flatlined, holding without major gains through the morning of the episode’s fifth day.

And that’s when it burst. On the evening of June 30th, with Tumblr Oreo chatter sloping back to normal, becausegretchensaidso’s message went vertical — a full 48 hours after publication. Close to 300 users shared the post in a matter of hours. A day later, that number had doubled. Over at KTRH, the poll was tilting for the pride cookie.

Content lingers on Tumblr. becausegretchensaidso and another user waited for days before posts went viral. Others watched as posts drifted forward, adding one or two reblogs each day.
Figure 1 presents the accumulation of reblogs by content posted by different Tumblr users. Excluded from the picture is palahniukandchocolate. During the Oreo episode, fewer than 10 Tumblr users originated content that drove the explosion of the story.

It’s different on Twitter. Not only where the total volumes slow (as we saw in earlier posts here and here), but share rates of the story’s top drivers fell precipitously and sequentially as each piece of content yielded to the freshest meme. Traffic mapped a Social Media Pulse, the picture of social decay for unanticipated events. Across the nine users who drove most conversation on Twitter, user retweets — a analog for reblogs on Tumblr — did not display the endurance of a Tumblr conversation.

Figure 2 presents the rate of retweets by hour for content posted by top drivers of the Oreo conversation on Twitter.

For brands, the implications are clear: Conversations — promoted or unprovoked — endure on Tumblr through reblogging. That can heighten the returns to network engagement — and the risk of allowing negative perceptions to form.

Tumblr also has movement quality that can dominate a moment: During the height of the Oreo episode, reblogs made up more than 90 percent of tumbles related to the pride cookie. On Twitter, the number of retweets rarely rose above 50 percent of the tweet volume.


Figure 3 presents the shares of Tumblr and Twitter conversations related to Oreo, at the episode’s peak, driven by shared content.

In a sense, then, on Tumblr, the creator is king: The network offers those who would speak an unprecedented platform, engineered for replication and amplification. It falls to brands to take advantage of the behavior on this platform by creating content users want to associate themselves with and pass along.

Continue reading

Oreo, Tumblr and a Network's Power to Amplify

Really, it was bigger than Oreo.

When Nabisco posted an image supporting gay pride, Tumblr blew it up. Users took the statement of a single snack manufacturer and made a cause that touched many companies.

In this, the second part of a trilogy, major brands find themselves roped to a conversation about love in America. Part one talked about how Oreo cannonballed into the social web by posting an image of a rainbow Oreo in support of gay pride. Part three will use the episode to highlight conversation dynamics unique to the Tumblr network.

It began with maskedman.

“Gay oreo? Oreo suppoert Gays/??” the user wrote, “Never evating cookie again. … Disgustedng. THis is AMERICA, not HOMERICA.”

The post, which would ultimately accumulate some 1,500 notes, landed a day after Oreo’s image and touched off a wave of support for the company.

One user, palahniukandchocolate, made a list.

“Dear people boycotting Oreos for supporting gay rights: The following companies also support gay rights,” she wrote, adding the names of 37 companies, among them Allstate, Gap, Nike and Starbucks.

A day later, monkaroo retooled the tactic:

“Yes, please boycott Oreo for their support of gay rights,” monkaroo wrote before invoking two dozen companies aligned with Oreo, “We’ll all appreciate you going on a diet … [D]o us all a favor, don’t take it all out on a festive cookie… Just stay home and boycott everything.”

The note from palahniukandchocolate ran close to 900 characters. monkaroo’s topped out over 1,800. Together, they used the freedom of Tumblr’s platform to find a community in an ideology. They grabbed allies — and by doing so, they blew up the question.

The notes caught.

By the evening of the 26th, palahniukandchocolate’s message was pulling down hundreds of reblogs per hour. Indeed, that night, the note would lay claim to 75 percent of Tumblr’s Oreo conversation.

Graph Showing Oreo Mentions Spike on Tumblr

Figure 1 presents hourly Tumblr activity about Oreos (blue) and hourly reblogs of user palahniukandchocolate (orange).

The action spread elsewhere. Starbucks had seen a median 11 tumbles per hour in the two weeks leading up to the 24th. Pepsi had seen 14. On the night of the 26th, palahniukandchocolate lifted both brands, driving each to a network peak of more than 400 posts per hour.

Microsoft also bounced, rising to the 400 peak from 15 posts per hour and holding triple digits as late as the afternoon of the 29th. Costco, with barely a pulse on the network the week before, found itself in 7,100 tumbles the day after the cookie.


Figure 2 presents hourly Tumblr activity around Costco, McDonald’s, Microsoft, Pepsi, Sears and Starbucks. Association with Oreo’s pride cookie drove heightened activity for each brand.

palahniukandchocolate named 37 brands in her defense of Oreo. For most, including Coca-Cola, Levi’s,  Nike and Walgreen’s, that single association dominated the brand’s Tumblr presence in the second half of June.

Tumblr’s platform made that possible. Figure 3 shows four brands that bounced on Tumblr thanks to the Oreo affair. None saw pickup on Twitter in the wake of the image — the platform has no room for periphery.

Graph Showing Cookie Brand Mentions on Tumblr
Figure 3 presents hourly Twitter volumes for four brands that popped on Tumblr in the wake of Oreo’s image. Microsoft’s acquisition of Yammer drove the brand’s heightened activity pictured here.

In part, it’s not surprising that the Oreo story could cast so long a shadow over so many brands. Tumblr’s largely an extraprofessional platform; presence on the network requires personal connections between users and brands. Figure 3 presents average daily Tumblr volumes for corporate titans. The flows are thin, technology superbrands notwithstanding.
Graph of Brand Activity on Tumblr

Figure 4 presents average daily Tumblr activity around a subset of the 50 largest corporations by market capitalization (ranked Aug. 18, 2012).

Brands with little network presence risk leaving definition in the hands of others. And Tumblr encourages association: The platform provides flexibility in media and speeds the replication of conversation.

The series’ last installment dives into conversation dynamics on the network. If you like trace diagrams, this next one’s for you.

Twist, Lick, Dunk: A Tumblr Story

Oreo Showing Pride

Tumblr won’t soon forget the day America’s favorite cookie came out.

On June 25th, to promote the year of Oreo’s 100th birthday, Nabisco lent its cookie some currency: The company tweeted the image of a six-layered cookie, with crèmes the color of the rainbow, above a simple caption – “Pride.”

“We feel the Oreo ad is a fun reflection of our values,” a Kraft spokesman later told reporters. The cookie, the company said, illustrated ‘in a fun and playful way’ an issue that was making history.

The image lit up the social web. This post, and two that follow, explore conversations on Tumblr through the lens of Oreo. Part Two looks at how the episode touched other brands on the network. Part Three dives into the dynamics of Tumblr conversations and how they diverge from other platforms.

The image itself touched a vein. Opponents to marriage equality took to Oreo’s accounts on Facebook and Twitter to slam Nabisco and threaten boycott.

“[U]nliking oreo, cleaning out cupboard, changing buying habits, no more Oreo’s, and it’s parent company,” one user wrote.

“I will never eat an oreo again! ew!” said another.

Those comments, and others, drew counter-protests, among them:

“[W]onderful job Oreo on supporting equal rights, just for that, now I’ll buy a pack today.”

“I believe I’m going to go buy every package of Oreos I see when I go grocery shopping. Kudos!!”

Within hours, Oreo found itself the subject of some 7,500 tweets. The conversation ramped to midnight EST, when the brand was pulling back some 2,000 tweets per hour.
Graph Demonstrating Twitter Volume Around Pride Oreo
Figure 1 shows hourly Twitter volumes around Oreo between June 18 and July 2.

Tumblr followed on the 26th. In three hours that night, the company drew more than 300 textual posts on the network, double what the brand had done each day the week before.

The talk stayed political: “Way to go Kraft!,” one post read, “However it is also eye-opening to see how many people are proud to show their hate, or belief that all Americans do not deserve equal rights.”

Graph Showing Tumblr Volume Around the Pride Oreo
Figure 2 shows hourly Tumblr volumes around Oreo between June 18 and July 2.

By then, the story had spilled. ABC, NBC, Reuters and the Washington Post amplified news of the flap. A conservative family group urged supporters to look elsewhere for cookies. Meanwhile, the image was slowly amassing more than 60,000 Facebook comments and close to 300,000 likes. Two social analytics companies would later call that conversation overwhelmingly positive – for Oreo.

For days on Tumblr, the story echoed. Median hourly Twitter volumes had returned to normal by the fracas’ fourth day. But on Tumblr, a full week after Oreo’s image went live, chatter remained triple the cookie’s prior volume.

In that way, the image marked a breakthrough for Oreo on Tumblr. At peak, the pride cookie generated 2.6 times Oreo’s median Twitter volume from the week prior. For Tumblr, that figure was 19.8.
Graph Demonstrating Increase in Tumblr Traffic After the Pride Oreo
Figure 3 shows the ratio between hourly platform volume around Oreo and typical hourly platform volumes between June 18 and July 2.

Oreo had long been a social brand. Before the pride cookie, it counted 26 million Facebook fans and tens of thousands of Twitter followers. On Tumblr, the cookie already outstripped its rivals. And in a move that may help the company retain that lead, Oreo can rely on oreodailytwist.tumblr.com, the brand’s official Tumblr presence. Its first posted image? June 25 – the pride cookie.

Graph Showing Oreo Compared to Other Cookie Brands on Tumblr

Figure 4 shows Oreo’s Tumblr lead over major cookie brands in the United States between June 18 and July 2.

But Oreo’s Tumblr story rippled beyond the cookie alone. That broadening – a central quality of the Tumblr platform – has implications for brands linked by product, demographic or, in this case, ideology. Return for more in Part Two.

Big Boulder: Transition at a Massive Scale with Ken Little of Tumblr

Ken Little, Director of Engineering from Tumblr, weighs in on what it’s like working inside a product team to release features and align long-term priorities.

Ken Little of Tumblr

Gnip recently announced Tumblr as a partnership. What’s makes Tumblr unique?

Tumblr has two big uses:

  1. Blogging platform – it’s the easiest way to blog, lowering the barrier to creativity online while simultaneously allowing users to have control over content creation.
  2. Content consumption platform – rather than going to all of the blogs you like to see the content for the day, follow a feed of what’s happening in your curated network.

Tumblr’s platform f

osters creativity and the community itself backs up this effort. Gnip had early access to the first firehose and its data science team geeked out. One of the first things they noticed was that certain pieces of content spread rapidly. Chris Moody asks Ken about the recipe for speed and Ken credits the reblog feature. While Tumblr does provide likes, by far and away their success is owed to their reblogs. Rob Johnson notes that visual content plays a big part too. In terms of data on that side, all visual content has some kind of textual component whether it’s a caption or a structured tag. Tumblr users, for the most part, are tumbling for an audience. Content is meant for the general public and bloggers want to be found. One of the most successful methods of discovery online right now is through the tag system. Ken uses the popular example of Tumblr users making an animated .gif of a scene in a TV or a movie to relate a moment they perso

nally felt in their own life. ”All roads on Tumblr lead to animated .gifs,” he says with smile.

Tumblr also has native integration for SoundCloud and Spotify. Ken likes to watch a specific track move its way around communities along with all of the commentary. Describing brands that are using Tumblr successfully, Ken talks about the Adidas football blog as appealing to all soccer fans. Coca-Cola’s content is reblogged constantly because it is themed on happiness, paging through an endless utopian summer. Users get to partake in the content as they would in any other place. The Hunger Games movie team put up a blog called Capitol Couture and rather than just posting standard movie trailers, they created a fashion blog set in the Capitol’s fictional dystopia. It’s an extension of their larger narrative and therefore exciting to its fans. New York Fashion Week is also covered live on Tumblr as it occurs annually. One of the things that makes Tumblr a success is how visual it is, lending itself as a snug fit for industries like fashion and entertainment.

Once a blogging platform gets an international foothold as Tumblr has, the ratio continues to climb. Tumblr says it is number seventeen in terms of national reach. 2011 was a crazy growth year for the company. With a fairly small and growing engineering team, this can be challenging. The focus was keeping the product stable while still building momentum and forward motion. As they reached a point of stabilization, they recognized the value in all of the data and they wanted to open their doors to the social data market using Gnip. It was a natural next step.

Big Boulder is the world’s first social data conference. Follow along at #BigBoulder, on the blog under Big BoulderBig Boulder on Storify and on Gnip’s Facebook page.

Big Boulder is Definitely Going to be Big

Big Boulder is two weeks away and everything is really coming together beautifully. The world’s first conference on social data already has top-notch speakers such as Ryan Sarver of Twitter, Joe Fernandez of Klout and Sean Bruich of Facebook. But…we’re not done yet! Today we’re excited to announce ten new speakers who are leading the world in social data innovation.

We’re excited to announce:

Our conference hotel, the St Julien is completely booked for Thursday night, but we’ve made accommodations at other nearby hotels. See our venue page for more details!

 

New Big Boulder Speakers Announced

Big Boulder is just over a month away, and we’re excited to announce seven incredible new speakers to the Big Boulder agenda. When we started planning the first social data conference, we wanted to put together a world class speaker list. We’ve been thrilled by the response and are excited to add speakers from companies such as Tumblr and Get Satisfaction. We’re also working on some really interesting panels so keep your eye out for more to come!

Below is a list of our latest additions, and you can also see the complete list of speakers.

If you’d like to attend, but aren’t a Gnip customer, we’re looking for volunteers to help with photography and live blogging.

Pushing and Polling Data Differences in Approach on the Gnip platform

Obviously we have some understanding on the concepts of pushing and polling of data from service endpoints since we basically founded a company on the premise that the world needed a middleware push data service.    Over the last year we have had a lot of success with the push model, but we also learned that for many reasons we also need to work with services via a polling approach.   For this reason our latest v2.1 includes the Gnip Service Polling feature so that we can work with any service using push, poll or a mixed approach.

Now, the really great thing for users of the Gnip platform is that how Gnip collects data is mostly abstracted away.   Every end user developer or company has the option to tell Gnip where to push data that you have set up filters or have a subscription.   We also realize not everyone has an IT setup to handle push so we have always provided the option for HTTP GET support that lets people grab data from a Gnip generated URL for your filters.

One place where the way Gnip collects data can make a difference, at this time, for our users is the expected latency of data.  Latency here refers to the time between the activity happening (i.e. Bob posted a photo, Susie made a comment, etc) and the time it hits the Gnip platform to be delivered to our awaiting users.     Here are some basic expectation setting thoughts.

PUSH services: When we have push services the latency experience is usually under 60 seconds, but we know that this is not always the case sense sometimes the services can back-up during heavy usage and latency can spike to minutes or even hours.   Still, when the services that push to us are running normal it is reasonable to expect 60 second latency or better and this is consistent for both the Community and Standard Edition of the Gnip platform.

POLLED services:   When Gnip is using our polling service to collect data the latency can vary from service to service based on a few factors

a) How often we hit an endpoint (say 5 times per second)

b) How many rules we have to schedule for execution against the endpoint (say over 70 million on YouTube)

c) How often we execute a specific rule (i.e. every 10 minutes).     Right now with the Community edition of the Gnip platform we are setting rule execution by default at 10 minute intervals and people need to have this in mind with their expectation for data flow from any given publisher.

Expectations for POLLING in the Community Edition: So I am sure some people who just read the above stopped and said “Why 10 minutes?”  Well we chose to focus on “breadth of data ” as the initial use case for polling.   Also, the 10 minute interval is for the Community edition (aka: the free version).   We have the complete ability to turn the dial and use the smarts built into the polling service feature we can execute the right rules faster (i.e. every 60 seconds or faster for popular terms and every 10, 20, etc minutes or more for less popular ones).    The key issue here is that for very prolific posting people or very common keyword rules (i.e. “obama”, “http”, “google”) there can be more posts that exist in the 10 minute default time-frame then we can collect in a single poll from the service endpoint.

For now the default expectation for our Community edition platform users should be a 10 minute execution interval for all rules when using any data publisher that is polled, which is consistent with the experience during our v2.1 Beta.    If your project or company needs something a bit more snappy with the data publishers that are polled then contact us at info@gnip.com or contact me directly at shane@gnip.com as these use cases require the Standard Edition of the Gnip platform.

Current pushed services on the platform include:  WordPress, Identi.ca, Intense Debate, Twitter, Seesmic,  Digg, and Delicious

Current polled services on the platform include:   Clipmarks, Dailymotion, deviantART, diigo, Flickr, Flixster, Fotolog, Friendfeed, Gamespot, Hulu, iLike, Multiply, Photobucket, Plurk, reddit, SlideShare, Smugmug, StumbleUpon, Tumblr, Vimeo, Webshots, Xanga, and YouTube

New Publishers in demo.gnip.com

With our schema now finalized and in beta at http://demo.gnip.com and the crowd-sourcing application launched to help us prioritize our publisher integration schedule the team is now heads down building out more publishers on the Gnip platform.

Today we put nine ten new publishers into demo.gnip.com.   All of these are using the updated schema and provide support for notifications and activities with full-data.  Have fun integrating some data!

  1. Delicious
  2. Fotolog
  3. Plurk
  4. Reddit
  5. Slideshare (added after original blog post)
  6. Stumbleupon
  7. Tumblr
  8. Twitter-search
  9. Vimeo
  10. Webshots