The Advanced Analytics Books Don’t Exist (and Never Will)

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A question came up yesterday in discussion with a friend about how all of the digital marketing analytics books seem to cater to the beginner level crowds, and they wanted to know where the advanced analytics books are. In the same vein as where the advanced conferences are, there are no super advanced analytics books for a few reasons.

1. Most advanced analytics needs are highly customized. Think of it like becoming a connoisseur of something. Once you get past the basics, your needs and wants are tailored specifically to you. Everyone’s got a favorite beer or coffee or wine or sushi or fried chicken or… you get the idea. There’s something unique about your favorites that other similar preparations simply can’t mirror.

2. Most advanced analytics solutions don’t come from packaged tools. Instead, the advanced analytics stuff comes from raw mathematical ideas and formulae that aren’t bundled up into existing tools. Running an oscillating indicator or a moving average indicator isn’t something you’re ever going to find in a stock, off-the-shelf marketing analytics package, and that’s okay. It’s not about the tools anyway…

3. Most advanced analytics power isn’t about tools or technology, but about how to think and, as Tom Webster often says, how to tell a story with the data you have. Seeing a 12/26 moving average converge is important, but if you don’t know what it means and you don’t know what to do next, then that particular tool is a hindrance, not a help. To reach this point, you need a lot of experience in your career, you need a lot of experience looking at what the data tells you, and you need a lot of experience running campaigns and testing things to find out what works to fix or improve things when you see a known, recognizable pattern in the data. There is no packaged solution, no book, no course that will ever substitute for this hard-earned experience.

With that in mind, I do want to give a plug for Chuck Hemann and Ken Burbary’s latest book on Digital Marketing Analytics, which is a nice tour of the many tools and basics you need for getting started in collecting and understanding your marketing data.


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Set pricing based on value

Yesterday, I had a number of different conversations all about the same topic: how do you decide what to set your pricing at? The question isn’t an easy one by any means, and there are a lot of people in the marketing world whose pricing is actually too low. Let me give you an example. Surveying and research cost a lot of money. Your typical engagement for a research firm can run in the tens, if not hundreds of thousands of dollars. However, research firms earn this money because of the value they create. If you’re facing a billion dollar music industry and paying for some research can help you access 1% more of that market, then paying $50,000 to earn $10,000,000 is a pretty good deal. For those familiar with ROI (earned-spent/spent), that’s 19,900% ROI.

Look how many digital marketers are underpricing themselves and their services. If your work doing SEO helps a client change their website conversion rate from 4% to 5%, what value does that bring the client? If you’ve done your homework, you should know what a conversion is worth. You should therefore know what a 1% increase in conversion will mean for the client financially and can bill accordingly. Here’s an example.

Let’s say you’re working for a car dealership, and the dealer’s net profit on vehicles sold is $3,000. Let’s say their website brings them 200 prospects a month, and of those, 20 buy a car. Let’s say you’re charging them $100 an hour and working for them 20 hours in the month. What would the value be if you increased their prospect conversion by 1%? Here’s what the spreadsheet might look like:

Untitled 2

You can see in the chart above that by increasing the website conversion rate by 1%, the client sells 5 more cars a month. That means they earn $15,000 more a month with your efforts. The question you have to ask is not what you cost, but what kind of ROI you want to give to the client. If you billed at $100 an hour, you’d be giving them 650% ROI. If you raised your rates to $150 an hour, you’d still be giving them a very nice 400% ROI.

That’s the secret to setting your pricing. If you know what the ROI of what you do is, you can then ask for a target ROI and sell on that, rather than sell on your cost. You’d be able to sell for more money while still creating lots of legitimate and provable value for your client.

Of course, that’s predicated on two assumptions. The first assumption is that you know what value you can create, and the second is that you can measure it. If you can’t do either, then you’re stuck with setting your pricing based on what you cost and not what value you bring to the table.

Try copying the basic model above and seeing how many different ways you can add value to your clients’ businesses, and then what share of ROI you can give them while still earning a decent amount for yourself.


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All marketing metrics are relative

Over the weekend, I was doing more reading of the Heart Sutra, a popular Buddhist scripture, and this one line kept leaping out at me:

Form is nothing but emptiness
Emptiness is nothing but form

Without getting into the technical details about what each word means (if you’re curious, go read Red Pine’s outstanding translation), it basically says that everything is empty of its own self-existence. There is nothing in this world that is absolute, nothing that doesn’t rely on something else for its very definition. Think about it for a second and you realize how true this is. A meal’s deliciousness depends heavily on our own state – if we’ve just eaten, even the finest meal may not be appealing. 70 degrees Fahrenheit could be warm if you’re from Boston but cold if you’re from Caracas. A beautiful woman or man means something different in the mind and eye of a 25 year old vs. a 75 year old.

Everything is relative. Nothing has a meaning that is inherent (except possibly something in your own belief system, which is a topic for another time). However, this lesson extends far beyond Buddhism into the realm of marketing metrics. Every metric we have, every metric we make the claim to live or die by is ultimately relative.

metrics

Think about the metrics you value and treasure. Twitter followers might mean the world to you but mean nothing to someone else. Visitors to your website is a metric that online marketers live or die by, but if you run a small local business that doesn’t have a website, website traffic is meaningless. Even the measures that in theory provide the most value can lose their meaning. How many marketers have worked at a company where they’re on fire with qualified lead generation, but the sales department couldn’t sell water to a man dying of thirst in the desert? Or how many sales professionals have worked at a company where they close like Blake from Glengarry Glen Ross but the company loses the customer immediately afterwards because the company couldn’t fulfill the promises of the salesperson? Closed sales are only valuable if the company nets revenue from them.

What’s the lesson here? Metrics are unquestionably important for understanding how we’re doing, but they are empty of their own meanings. Place too much emphasis or faith on any single metric and you will get burned, because you stop paying attention to the things that metric depends on, or other things that depend on that metric suffer. For example, let’s say someone decides that absolute unique visitors is the be-all, end-all metric to live or die by. They focus all their energy on visitors and nothing else. Projects like website redesign to improve conversion fall by the wayside. Projects like salesforce automation never get started, and all those visitors come into the website and do nothing. See how other things suffer from a belief in the absolute value of a metric?

Try as best as you can to see metrics as being links in a never-ending chain. Some parts of that chain you have no control over, and that’s fine. But look at all of the ones you do control or have influence over, and work to understand how they all play together to drive business results. Avoid putting faith in any one to the exclusion of others, and you’ll get maximum results from your marketing efforts.


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