The Next Generation of Data Analysis

site ai narrative

In the near future you will use voice commands to ask for actionable stories to be related to you from raw data. It sounds like Star Trek but it’s months away, not years.

Today is the start of IBM’s SmarterCommerce Global Summit 2013. As part of the program IBM invited several industry influencers to attend the event. Last night, I spent some time chatting with Sandra Zoratti, author of Precision Marketing, Stratigent‘s Bill Bruno and Triberr‘s Dino Dogan.

I shared with them how I was first exposed to real data driven marketing online in the early 1990s. I was managing banner ad placement ads on sites like Yahoo!, Excite and AltaVista for a consumer focused software company.  We could measure by each ad creative and placement how much usage and revenue they generated from their software download. From the start we developed hooks into the software to marry up the acquisition data. We could then ask the analysts to run queries for us and send us Excel spreadsheets. We used them to decide where to keep investing in banner ads.

So, of course, when Jeffrey and I started focusing more of our time on online businesses we expected people to do similar things.  Where we ever surprised!

Excel became the de-facto tool for analysts. Do you remember the days of running web logs files in excel to analyze them? This was before tools like WebTrends log analyzer became popular and of course well before any of the javascript based web analytics tools even launched. Excel is still a great tool for analysts as Chief Evangelist for Bing Ads, John Gagnon has shown in his last couple of columns. It is not however, the best tool to share data  and collaborate with the entire organization. How many times have you seen Excel spreadsheets and charts go straight from the inbox to some digital black hole, never to be used again?

The only way to get people to use the data, is to make it more accessible to them. - Tweet this

This past week, we saw data visualization platform Tableau, enjoy a  successful IPO. I love what you can do with their platform, but  it still doesn’t pack the punch it needs to in order to get an organization to act on the data. As Robbie Allen, the CEO of Automated Insights points out ”most visualizations require the user go through the mental exercise of interpreting the results.”

This past February, I cautioned analysts that they have to up the value of their game to move up the value chain of their organization. At the time, I shared technology from NarrativeScience that transforms data into stories. They currently have a private data that I shared at eMetrics San Francisco that plugs in Google Analytics into their platform.

This morning, Automated Insights launched an impressive, similar service, Site AI. You can currently plug-in either Google Analytics or Clicky into their platform and receive daily emails that provide you with a cliff notes version of your analytics. The service is free to try and they are planning on pricing it based on how many people sign up. The more that sign up now, the lower the price is going to be. The technology is not perfect yet, but I see where it is going and I believe this is just what millions of website owners need today.

What really excites me  about the Big Data scene is where the new interfaces for data are headed. Turning data into a story is awesome and having an computer discover insights and patterns is more efficient than having humans do it. However, if you look into the crystal ball, you may imagine the day that we have a Google Now voice interface into our data sources. Where you, I or your mom could go in and ask the data any question, to look for any pattern and make accessing data as simple as doing a voice search on your iPhone or Android device today. We’ll have predictive cards that inform us to look at new data points that should be of interest to us to further explore.

How far away do you think this might be? How will this lead to smarter commerce, smarter cities, smarter consumers? How else do you think we can humanize the data interface?

Please share if you think others would benefit.

Choose Not to Confuse

the-question-of-lifeEvery company has to make choices when it comes to how it markets and sells, and, in some cases, who it is and what it sells.

In an email exchange, Tom Grimes, the owner of a Culligan dealership in Amarillo, TX and a brilliant friend, shared with me what he’s thinking about in terms of business choices.

I thought about it and based on his thoughts, here’s a list of the many high-level choices businesses typically make every day. It may help you make some more conscious choices of your own:

  • Select or solicit? Do customers select you or your products, or must you solicit them? Amazon.com is an online destination, so it’s selected. Offline, Walmart is too. Customers select Amazon and Walmart. If you sell a water-treatment system, you must solicit. Your marketing must proactively find customers. That’s why Amazon can effectively invest its marketing budget in customer experience (free shipping), while Culligan of Amarillo uses local search and local selling techniques.
  • Tangible or intangible? Do you sell something people can taste, touch, smell, or hold, or do you sell a concept, service, or idea? Amazon mostly sells tangible stuff; A.G. Edwards sells financial gain and security, largely a service. Infuse tangible products with intangible qualities: “This soap will make you smell sexy,” and intangible products with tangible qualities. This is why lawyers and stockbrokers wear suits. The costume makes the idea of knowledge, power, and trust appear more tangible.
  • Transaction or relationship? Is this a one-night stand or a long-term relationship? Buying a conference table from a conference room specialty store is more transactional, as you likely need only one or two tables and won’t be in the market for another anytime soon. As a transaction seller, your focus is on the sale and on optimizing driving points and funnel points and your conversion funnel. But if the buying cycle is short or your product is complex, you must build a relationship. You must optimize several persuasive scenarios, for early-, middle-, and late-stage buyers and repeat-buying scenarios.
  • Speed or quality? Does the customer demand delivery speed, or is quality more important? The higher the product’s quality, the higher the bar on the customer experience both with the buying process and the actual product itself. The good news is the customer is willing to wait a little. Would your Starbucks coffee be as special if it was handed to you immediately after you ordered it? If you sell speed, customers are willing to trade some quality for quickness.
  • Price or prestige? Is it all about the customer saving money, or does she pay a premium for prestige? BMW is about prestige. Overstock.com is about price. When buying prestige, customers are likely interested in what others think of their choices. Shopping for clothes at a warehouse or clearance outlet is about price. If you sell a prestige product, never advertise or sell on price. If you’re an Overstock, sell on low price. Price isn’t king, but it is important; to a few, it’s their master.
  • Lifestyle or utilitarian? At its core, an automobile is utilitarian, but car manufacturers have worked long and hard to turn their products into a lifestyle choice. Underpants were once utilitarian (especially for guys), but today it’s a lifestyle choice, particularly for women. Look at how Martha Stewart has transformed a utilitarian requirement, fixing up your home, into a lifestyle.

In some cases, a business doesn’t want to make the choice. It does its best to blend and balance the seesaw, hence the term “affordable luxury.” This is why a lot of fast-food restaurants now offer premium menu items. It doesn’t always work out.

Making conscious choices improves your ability to build and communicate value. When these choices are made unconsciously you confuse both employees and customers.

There are many more choices we make, and I’d love to hear what other choices you make, but this is a good beginning. I hope it starts some conversations at the office.

Please share if you think others would benefit.

A 7-Point Spring Cleaning Checklist

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Marketing Analyst, You Better Up Your Game

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Google Plus Needs to Become Content Marketing Friendly

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The CMO’s Marketing Analytics Optimization Framework

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When Conversions Come Easily

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Conversion Optimization 101: Planning Social Media Landing Pages

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Your CEO Doesn’t Trust That You’re Doing Your Job!

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Conversion Optimization 101: Social Media Landing Pages

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Conversion Optimization 101: Copywriting Perspectives in Email Marketing

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70% of CEOs have lost Trust in Marketers

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The Wizards of Social Media

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The About Us Page in a Social World

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Conversion Optimization 101: Email Marketing – Webinar Invites

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Conversion Optimization 101: Perfectly Persuasive PPC Landing Pages

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It’s Not My Job: Why Marketing is Broken

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Companies spend $92 on Driving Traffic Compared to $1 on Customer Experience

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Conversion Optimization 101: PPC Landing Pages

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Conversion Optimization 101: Selling with Video

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The Grok’s Not to Miss Links for the Week of November 6th, 2012

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Social Media is not Media

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Content Marketing: Superheroes Teach the Art of Storytelling

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Conversion Rate 101: Demo or Explainer Videos – Presenting Effectively

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Halloween Special: Frightening Landing Pages

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Conversion Optimization 101: Optimize Your Product Image to Sell

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Confessions of an Online Marketing Tool Junkie

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Grab Your Free Kindle Copy of a Great Business Book This Weekend Only

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Google Adwords Conversion Rates by Industry

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TheGrok’s Not to Miss Links for the Week of October 25th, 2012

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Conversion Optimization 101: Make Your Product Image Sell

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Average Conversion Rate by Industry 2012

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Conversion Optimization 101: Optimizing Complex Web Forms (w/ 10 Point Checklist)

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Your Customer Is In Control. Are You Ready?

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Just One Thing

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Conversion Optimization 101: Form Folly

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The Number 1 Rule for Content Marketing

...or the dog will just ignore you! … [Continue reading]

Conversion Optimization 101: When Ads and Landing Page Don’t Stink!

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Last Minute Secrets to Boost Holiday 2012 Sales

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Conversion Rate 101: Effective Pricing Tables

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TheGrok’s Not to Miss Links for the Week of October 4th, 2012

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Conversion Optimization 101: Pricing Tables – Ecommerce

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What Keeps Retailers Awake at Night in 2012 [Videos]

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Just Released: The Website Testing & Optimization – Buyer’s Guide for the Enterprise: Second Edition

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Conversion Optimization 101: Culture Trumps Strategy and Tactics

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Content Marketing Personas

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