Integrated Online Marketing and measurement / analytics
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CEO at Econsultancy
04 February 2004 11:56am
From all that we see, and those we talk to, measurement and analytics is an increasingly hot topic. Not really surprising as we all seek to maximise ROI. However, increasingly the challenge is how to bring together all this measuring and reporting into a single, useful view – you’ve got your ad servers, your PPC analysis, your e-mail marketing, your site activity tracking, your affiliates, and that’s just the online channel. Woven into this is also a marked trend towards increased personalisation / targeting / segmentation.
As marketers seek to understand the bigger picture of how they are attracting, converting and retaining customers – and which segments are the most valuable over time, which sources offer the lowest cost per acquisition etc. – all this data and reporting becomes a bit of a morass. The ‘sweet spot’ that everyone seems to be after is bringing this all together into cohesive and actionable business intelligence.
From a technology point of view there are few organisations that can really offer the full range at the moment – companies like DoubleClick, ValueClick and Deal Group Media coming closest with many parts of the jigsaw but not yet the full picture (though I’m sure they’re working on this). But technology aside, is there any conceptual or process approach that helps make sense of achieving the sweet spot?
My own experience tells me that the key is to put the user profile at the heart of everything you do. Make the user profile the ‘unique key’ and wrap all your measurement around that. This is by no means a new argument, and is central to good old ‘CRM’ – “the 360 degree customer view” – but many companies seem to focus on tools, products, campaigns, content and so on when they approach measurement and analytics and forget the user. Much analytics thinking seems to be based around measuring actions in isolation as opposed to understanding what a particular user is doing.
[Before proceeding I’d throw in 2 caveats – firstly that though I’m addressing online here, of course the next Holy Grail is integrated marketing across ALL channels both online and offline; secondly, that what I say currently most applies to sectors such as retail, financial services and so on where customer information is fundamental to the business, whereas other areas like publishing may be more concerned with reach than specific user profiles (I believe this will change but that’s another story). ]
Conceptually (and indeed from a technical and information architecture point of view) you should put your user profile database at the heart of your web operations. You should own that customer database and all marketing and measurement activities should ultimately tie back to unique customer profiles. This, of course, throws up the problem of user identification – what if the user isn’t registered and is unlikely to? What if they are registered but don’t log in? What if they are registered but their data is out of date? Multi-channel user identification is indeed a challenge and how you do it varies according to device/channel (more on that in the thread at http://www.e-consultancy.com/forum/761-uniquely-identifying-customers-across-wireless-web-and-itv.html). However, in the end we have to live with what we’ve got and that means accepting certain margins of error. For the web, crudely speaking, I believe that puts your site users into 2 camps: those you don’t know who they are and those who are registered (varying levels of this…) and logged in. For the former group the best way to track them is using a cookie, and once / if they then register/buy you can reconcile the data you have for that cookie to a real person. (As RedEye’s recent research highlights - http://www.redeye.com/case_data.html?nolnktyp=newsbox - this is by no means 100% accurate but it’s ‘good enough’ and the best we have).
With your user profile database at the centre of what you do (some of those users more ‘known’ to you than others) you can then layer your various analytics and measurement tools around it. Some will not ever interact directly with that data (many of the web analytics tools only look at anonymous site interaction data) which is fine – you can use those to understand more macro-level site usage patterns to optimise the site performance. Other tools will interact directly with your user data – feeding off it, adding to it etc. If all inbound and outbound activity is tied back to the user profiles then you get your holistic view because you see things from the customer, or segment, ‘outwards’ not the other way round.
The important thing is that you are not tool-centric, content-centric, campaign-centric or product-centric but user-centric. The fundamental building block for getting to that integrated marketing measurement / optimisation sweet spot is user data. And not any old user data – not pools of user data dotted about, some from transactions, some from newsletter subscriptions, some from competition entries and so on. Rather it must be user data that complies with a central, standardised, user information model (which can include stated/explicit and inferred/implicit user data). User data must be captured in a coherent manner, it must be properly managed and there needs to be a contact strategy governing how that data will be used (not to mention all the legal compliance requirements). Furthermore, the individual users themselves should be able to see and edit their own data and manage their own contact preferences.
As I say, none of this is new thinking, but I just wonder whether, as everyone stampedes towards campaign-tracking or buying site analytics tools, they have first properly got their user profile house in order? Surely to hit that integrated marketing sweet spot the user profile must be King? The content management system may work with its master to deliver personalisation, the e-mail marketing platform to deliver segmented communications, the campaign tools to deliver users that then, retrospectively, become user profiles, but no one tool or marketing channel governs the user profile. Only the user can do that.
Producer at eMetrics Marketing Optimization Summit
04 February 2004 15:45pm
First of all, Ashely and I are in violent agreement here. But rather than posting a "Yeah, what he said" message, let me add the transitional component.
In an ideal world, all those wonderful systems (content management, e-mail marketing, campaign tools, etc.) would all take action based on a common customer data model, stored in the wonderful datawarehouse and updated at every touch point.
Not living in an ideal world may be a bummer, but it's what we've got. So how does a modern corporation without the luxury of a start-up (starting from scratch) manage? By linking keys.
The web analytics tool tracks via cookie. When the visitor is kind enough to self-identify, they move from suspect to prospect and are recorded in the marketing database as a lead and identified with their email address. Match the behavior recorded against a given cookie to a specific email address and you're on your way. But only just.
Chances are excellent, even in young companies, that there are multiple systems passing and sharing customer data. So here's the handy, helpful list of systems and their keys in need of linking:
Web analytics: cookie
Dynamic server: profile number
Marketing database: email address
Email marketing system: email address
Sales Force Automation (contact management): contact/company/opportunity
Billing: customer number
Customer care: customer number/contact
Training: customer number/contact
What did I leave off?
Can you identify all the systems your suspects/prospects/customers show up in?
Digital Marketing Consultant, Trainer, Author and Speaker at SmartInsights.com
04 February 2004 22:35pm
Integrated online marketing campaign metrics/tools
I am going to violently agree with the two previous posts too.
Following up on Jim's list of systems. If we're talking customer acquisition (and the two previous posts are wider than acquisition) its still a challenge understanding the cost/effectiveness of different referral sources i.e. what is relative cost of visitor/customer acquistion between different search engines/keywords, affiliates, rented e-mail lists, online ads, etc.
However, I was surprised about the number of offerings available from vendors which give an integrated view to evaluate effectiveness of online acquisition tools as listed in this thread:
>> http://www.e-consultancy.com/forum/100356-the-best-tracking-solution-for-online-campaigns.html
Product Marketing at Google UK
05 February 2004 12:01pm
Fully agree with Ashley that a customer-centric view is the ultimate goal. Direct retailers have had the concept of customer lifetime value for years, but it is now slowly filtering through to other industries, including store retailers who in the past were only concerned with converting anonymous footfall to anonymous sales (some I know don't even have number of transactions as a metric, only sales in £).
I mostly work with multi-channel retailers, and measuring and understanding customer behaviour in all channels is definitely a hot topic for them as they are working towards the holy grail of measuring customer lifetime value across channels.
There is lots of anecdotal evidence that customers who shop from multiple channels spend more with that retailer compared to single channel shoppers (some US retailers quote up to 3x). Question is, how much, and how to track it.
Two particular challenges retailers I talk to are grappling with at the moment:
1) Free web traffic without a source
Big brands like John Lewis, WHSmith and B&Q get a large chunk of their traffic from people who type in the URL, i.e. they don’t know the source of that traffic. Great that the traffic is free, as this lowers their customer acquisition cost per order, but if the majority of their orders come from brand awareness, why bother with paid-for online marketing at all for customer acquisition?
I don’t have an answer for this apart from asking customers in an online survey ‘why did you come to our site today?’, so I would be very interested to hear what people are doing to track the source of ‘free’ traffic.
2) Customers moving between channels for researching a product and buying it.
This works both ways, i.e. the classic ‘research online then go to store to try and buy’, but there is also evidence of try out in store then go online to order for home delivery. Unless the retailer has a customer-centric view across channels, they will treat the research part as a failed sale, and never get to understand the true lifetime value of the customer. For instance, customers who regularly research online and then go to buy in store might be viewed as non-converting low value customers by the eCommerce team.
The main challenge here is to measure the in-store behaviour (assuming we have a wonderful web analytics tool in place!). Apart from account cards such as Boots’ Advantage card, I have come across some other interesting approaches to this:
- Argos' Click + Collect scheme, which allows customers to reserve items online for a particular branch. Great service for the customer, visibility of the halo effect for Argos.
- Agent Provocateur store staff ask customers at the till whether they are on the mailing list, then look the customer up by postcode (much like a call centre agent does). This would obviously not work for Sainsbury’s, but I think it’s a great approach for low volume, high service/value retailers.
- B&Q’s website offers a print shopping list function, MFI has an online kitchen planner which encourages customers to print off their research and take it to store. Both have anecdotal evidence of customers coming into store with website printouts, which cuts down time store staff need to serve the customer. But as far as I know they don’t track this systematically – perhaps include a coupon on the printout with a bar code for store checkout staff to scan?
I’d be interested if anybody has come across other ways to tie store customers back to their online identity.
Obi
Account Director at syzygy
06 February 2004 12:30pm
I agree with Obi's two challenges that retailers are grappling with.
Regarding your second point about customers moving between channels for researching a product and then buying it....this is something that I've given thought to. We have a few automotive clients where the number of actual sales leads (test drive or brochure requests) is relatively small and the total number of resulting sales is low compared to total sales. There are some exceptions to this - for example the Mazda RX8 selling it's entire first year's production online before launch through a £1,000 deposit application - but in general manufacturers underestimate the impact of online because the metrics they have access to tell them only half the story at best.
We also know the visitor numbers for the dealer locator pages, for example, and added to this we have research by the likes of CGE&Y suggesting that 28% of consumers are likely to be influenced by manufacturer websites when choosing a vehicle, compared to only 18% that are likely to be influenced by TV.
So we're left with a situation where we are 100% confident, given all the supporting research, that manufacturer websites are contributing far more in terms of ROI than they are being given credit for using quant analysis of leads and subsequent sales, but we can't show this first hand. Manufacturers regularly run money off promotions, so it should be possible to use a cash offer on the website to be redeemed at dealerships, for only a short(ish) period of time to get an understanding of how many people taking test drives are influenced by the website. And when they redeem dealers can then ask about other media that has influenced their decision. But there seems a reluctance to do this which we're yet to overcome.
I'm sure though that there can't be the same reluctance to run something similar in other industries? There must be retailers out there who have a good idea which mediums purchasers have been influenced by, and in particular whether they have been influenced by the website but not given any personal details?
Anyone...anyone...anyone?
Ed Lamb
Account Director - syzygy UK
www.syzygy.net
Director of Analytical Consulting at Foviance
08 February 2004 20:17pm
I completely agree with a “customer centric” approach and this is where I think that web analytics is ultimately headed. I don’t think that there is a single system on the market which incorporates all the web intelligence that an organisation needs to drive the channel which is why at QXL (an online auctions company) we developed our own approach based on a bespoke customer warehouse with which we integrated our transactional and marketing systems. Although I had the advantage of working with a greenfield site, it’s amazing how many legacy systems a new company can quickly acquire!
At the heart of our system was the customer data table which held all the information that we needed to know about our customers. This was the first thing that we built, even before we necessarily had all the data to populate it. Our strategy was that all our systems would integrate with our customer warehouse and enable to have a single view of the customer. In it we stored for example:
· Customer details (name, address etc)
· Billing details
· Behaviour segment data from our transactional systems (ie buyer, seller, repeat buyer/seller etc)
· Recency, Frequency, Monetary data (eg date last bid, number of items bought, lifetime value)
· Email preference and permissions
· Source of acquisition (fed in from our web analytic systems)
This formed the basis of our acquisition and retention strategies and allowed us for example to:
· Calculate customer profitability by source of acquisition
· Generate very targeted mailings (with resultant CTRs of over 40%)
· Understand retention issues more clearly and target communications more effectively
· Start to understand behaviours exhibited by high value customers
Obviously having the ability to integrate our data was at the heart of the strategy and became one of our success criteria when choosing what systems to use (ie web analytic systems, email marketing systems etc). One the key things though was also having a clear vision of what we wanted to achieve and scoping that out early in the process, even if it takes a while to get there.
Director of Analytical Consulting at Foviance
08 February 2004 20:32pm
Yes, I also see that a number of major retailers have “free traffic” but I think that this is only inevitable. Big brands can use their equity to acquire traffic at relatively lower cost. Usually even if you look at the traffic coming from (natural) search engines, most of the search terms are the retailers name or some variation of it.
So, why bother with any form of online advertising? Well, as with offline advertising, it can keep your brand “top of mind” and in someone’s consideration set for a particular purchase, ie you are essentially looking for branding effects as well as providing a direct response. This is certainly a challenge in terms of measurement but again the “offline world” has been trying to calculate the effect of advertising on sales for years! So the ability to understand the softer effects of online marketing is another requirement I see in the web analytics world over the next couple of years. This will require a fusion of hard behavioural response data with attitudinal data – combining the “what” with the “why”.
Product Marketing at Google UK
03 March 2004 15:27pm
I came across a good article by ex Philips marketer on tactics/measurement methods of how measuring the effect of online marketing on offline sales.
Excerpt below, link to full article:
http://www.imediaconnection.com/content/2892.asp
Obi
---------------------
You CAN Tell How You're Selling Offline
Monday, March 01, 2004
By Derek Hewitt, iMediaLearning, Inc.
Former Philips Consumer Electronics global marketer shares tactics for judging how well online drives retail sales.
How can we measure the effect of online promotion on sales? Linking online marketing to offline sales has been difficult because most of us sell via retailers, and we lose track of the consumer on their way to the store. In general, retailers are also not highly motivated to track the reasons why consumers came in through their door -- or at least not to share their findings.
But there's hope. The Internet is not just a great promotion vehicle, it's also the tracking source that enables us to close the loop and see what happened after the visitor left the Web site and went shopping.
It's far more cost-efficient to follow up the purchase online with an array of post-purchase tools -- and therein lies the precious ROI information we all seek.
So here are a few tactics to consider when trying to make the connection between online information-gathering and offline purchase:
· Pre-purchase intent surveys
· Post-purchase surveys
· Online coupon redemption
· Online rebating
· Online warranty registration linked to prior online registration
· In-store or exit surveys in conjunction with retailers
· Panel-based data like Nielsen Home Scan.
Producer at eMetrics Marketing Optimization Summit
03 March 2004 16:04pm
On 15:27:31 3 March 2004 Obi Felten wrote:
>I came across a good article by ex Philips marketer on
>tactics/measurement methods of how measuring the effect of
>online marketing on offline sales.
>
>Excerpt below, link to full article:
>http://www.imediaconnection.com/content/2892.asp
Great article and thanks for posting the pointer.
One fly in the ointment, however.
Derek Hewitt writes:
So, in sum:
+ Get your databases working together
+ Ask your retailers to cooperate
+ Link POS and Online: Use "As Seen on the Internet" as a benefit
+ Continually give reasons for consumers to come back online
+ Use pure online promotion plays to determine ROI effect.
One at a time then ...
+ Get your databases working together
A huge undertaking except for those companies larger than 100 people and smaller than 10,000.
+ Ask your retailers to cooperate
You'll have to provide some sort of motivation (dosh) or they will not, uhm, be motivated.
+ Link POS and Online: Use "As Seen on the Internet" as a benefit
Again, this requires the retailer to play ball. Even if you own the distribution chain, getting floor managers to place the POS placards and the clerks to take names...
+ Continually give reasons for consumers to come back online
Good, classical marketing that. Well done.
+ Use pure online promotion plays to determine ROI effect.
Not sure what this means aside from - as a comparison.
Don't get me wrong - I'm in agreement with the author. It's just as never as easy as it sounds.