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Soulati-'TUDE!

Big Data Analysis Invades Amazon TV

11/05/2013 By Jayme Soulati

Deutsch: Logo von Amazon.com

Deutsch: Logo von Amazon.com (Photo credit: Wikipedia)

Amazon continues to surprise. Its latest segue from online shopping and shipping megalopolis is a venture into streaming video via Amazon Studios. The team is attempting to predict the next hit TV series from pilots featured on Amazon’s website in April.

Rather than use internal creative professionals from studios and production houses to select TV pilots for long-term runs, Amazon put 13 pilots on its website and allowed visitors to vote.

Here’s what’s amazingly basic about this whole story. The metrics Amazon used to determine its pilot selection were:

  • Likes
  • Shares
  • Votes
  • Surveys
  • Comments

This fascinates me because of its simplicity. There is so much emphasis being placed on big data analysis and how data drive strategy. While Amazon is certainly using big data (in this case a lot of people placing votes, right?) to influence video streaming program selection, it didn’t indicate it used in-depth software and programming to analyze which show will become a hit.

According to the Wall Street Journal, “Amazon Mines User Data in Search of TV Hits,” on Nov. 2-3, 2013, Amazon Studios has selected three of the top-ranked vote getters and put them into production. The pilots are slated to be made available to Amazon Prime members in November.

What does this imply for your own big data analysis? Could we perhaps be putting too much emphasis in data when the simpler metrics of likes, shares, votes, and comments are sufficient?

How are you using big data in your business? Is its analysis truly driving strategy, lead generation, and sales?

Coming from a public relations background where data used to be the bailiwick of marketing, the numbers were rarely my favorite. It’s hard to crack that barrier to entry, but it’s stupid not to. Numbers do tell stories especially when you’re smart enough to interpret them.

Related articles
  • Two Big issues: Data and Mining
  • Amazon Departs from the Netflix Path, Sets Weekly Release Schedule for Original Shows Alpha House and Betas
  • Comparing the Online TV Pioneers: Netflix v. Amazon
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Filed Under: Business Tagged With: Amazon, Amazon Studios, big data, Blog, Jeff Bezos, measurment, metrics, TV pilot

Marketers Are Confused About ROI, Are You?

04/23/2012 By Jayme Soulati

Turns out the commenters over at Spin Sucks who didn’t know how to define ROI as based solely on dollars are not far off from many a marketer, according to a study by the Columbia Business School Center on Global Brand Leadership and the New York American Marketing Association.

By way of background, my friend Jenn Whinnem who is a contributor here and member of this community wrote a guest piece for Spin Sucks about the Connecticut Health Foundation and which metrics they tally that contribute to campaign success.

A major side conversation in her post’s comments ensued about whether metrics not attributable directly to dollars should be referenced as ROI at all. About 85 percent of commenters favored ROI as strictly dollar oriented while a portion of those who spoke up wanted to honestly know why ROI couldn’t be oriented to other types of measurement, as well.

In the March 12, 2012 Advertising Age, the cover story, Marketers Don’t Practice ROI They Preach, informs about results of a study that suggests marketers aren’t as buttoned up about ROI as the commenters in the Spin Sucks community would have you feel.

The major outcome of the study taken directly from the Ad Age article is this:

“For all marketing’s obsession with ROI, it’s not used to set budgets.”

and

 “The state of the art remains surprisingly primitive.”

Interesting, eh? The discussion at Spin Sucks was heated yet collegial. Had I had this article tapped, I could’ve pulled it in to the conversation in comments (or, because ROI wasn’t on my radar until now, I wouldn’t have!).  Let me share a few more bits of data from the survey as detailed in the magazine:

  • 22% of respondents use the most basic measure — brand awareness — to gauge marketing ROI without necessarily determining even whether the awareness is positive.
  •  50% of respondents didn’t include any financial outcome when defining marketing ROI.

Brighter Light Bulb

Don Sexton, marketing professor at Columbia Business School, stated in the article that “a lot of people…don’t have a clear idea of what marketing ROI is. A lot of them use metrics that don’t measure finance at all.”

These other metrics used to measure ROI by more than 1/5 of marketers surveyed (243), according to the Ad Age article are:

  • Brand awareness
  • Boss’s satisfaction
  • Reach and frequency (regardless of whether it affected sales)

(Social media data (in spite of mass quantities) isn’t being used to measure financial metrics said the survey.)

Conclusion

The pulse of the Spin Sucks community on the definition of ROI seems to represent what this article and the survey results speak to.

  • There is absolute confusion about how to implement marketing ROI and align it back to dollars.
  • There is absolute confusion about the definition of return on investment.
  • Somewhere along the way, use of the term, “ROI,” loosened to include metrics not associated with dollars.

ROI of a Webinar

Let’s take a look at a mini-campaign — a webinar to generate sales. In between the start and the end point are customer touches that influence sales and hopefully generate a purchase at some point in the sales cycle.

  • Webinar invitation list to prospects and current customers
  • Follow-up post event with a survey
  • E-mail marketing push with the on-demand webinar
  • Content to further interest the prospect in a product
  • Sales team queries to webinar attendees
  • Product demonstrations completed
  • Customer buys the product (at some point)

There are many opportunities in this scenario to track metrics that help influence sales:

  • Number registered for webinar
  • Number that attended
  • Number of completed post-event surveys
  • Percentage of positive survey responses
  • Number of product demos scheduled

But, the only true assessment of ROI for this webinar is whether a customer bought a product — that is pure and true ROI. The total number of dollars exchanged to make a purchase is what defines ROI. The other numbers, as suggested above, are metrics that contribute to the success of the campaign and help measure its effectiveness or influence on sales.

 

What is your opinion about ROI and how it’s used or defined in your organization?

 

 

Filed Under: Marketing Tagged With: marketing ROI, metrics, ROI

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