Posts Tagged ‘ppc’

March 19th, 2010

More advertising budget means more sales right? Not quite.

Consider this. A £50k budget produces 460 sales but £100k only produces 530 sales. That means that for the second £50k, you only generate an additional 70 sales. The return from the second £50k is disastrous from an ROI perspective. The cost per sale generated by the first £50k is £108 but the cost per sale in the second £50k is £714.  Many agencies would simply report 530 sales from £100k giving a cost per sale of £188.  But that average cost per sale clouds terrible inefficiencies. It’s obvious that not controlling diminishing returns can seriously undermine campaign performance and have an even worse effect than running poor creative work.

Yet this area does not get anything like the attention it deserves in advertising and media agencies. How many times have you heard of incorrect budget allocation being cited as a cause of poor campaign performance? No often.  Agencies and advertisers usually seek to explain poor performance by factors like poor market conditions, uncompetitive offer, poor creative, weak targeting etc.

Joy Joseph of the School of Business at the University of Connecticut wrote a paper called ‘Understanding Advertising Adstock Transformations’ in 2005. In this paper she observes that “advertising can also have diminishing returns to scale or in other words the relationship between advertising and demand can be nonlinear. For example, the effect of 200 GRPs of advertising in a week on demand for a brand maybe less than twice that achieved with 100 GRPs of advertising. Typically, each incremental amount of advertising causes a progressively lesser effect on demand increase. This is a result of advertising saturation.”

To quantify these points she provides this example, “[If] for 100 GRPs the sales effect of advertising would be 4.6 units and for 200 GRPs the sales effect would be 5.3 units…… a 100% increase in advertising we would only have a 15% increase in sales”. In other words increasing budget clearly does not increase sales. What actually happens is that sales decrease with every additional unit of spend.

What’s interesting this that many agencies and media owners still cling to the idea that 3-5 exposures are required to generate “awareness and understanding” of advertising creative. They say old habits die hard and this is no exception. The 5-8 exposure rule actually has its roots in a paper written by an amateur media planner called Thomas Smith in 1885. That’s right 1885 - 125 years ago. These days we don’t ride around in trains from 1885, nor do we consume the medical potions of 1885. Come to think of it our Queen is called Elizabeth and not Victoria. So why on earth more than century later, are people still using Victorian media research to plan marketing communications?

The message of diminishing returns is simple. You cannot spend your way out of trouble but you can certainly spend your way into it. By not controlling budgets properly you can reach a point where the sales generated cannot be profitable. If you plough money into generating unprofitable sales, you’re building a business that burns money.

If you’re one of those advertisers spending most of your budget in one channel, take a close look at exactly what is returned at different levels of spend. Even super sales efficient channels like PPC are subject to the same diminishing returns rules. If you want to optimise your campaign performance try spending less. Less in each channel. Less on each day. Less on each keyword. Less on each Google ad group, Less on each creative treatment.  Smaller space sizes. Shorter commercials. You will find that less can indeed be more.

February 8th, 2010

Google acknowledges the power of television advertising with Superbowl spot

google-superbowl-ad2So, Google has advertised on TV, and as befits one of the world’s most powerful brands, it has bought into what is perhaps TV’s most famous annual spot. The 60 second Superbowl ad reputedly cost the online’s most powerful brand a cool $1m. Boy, you could buy a lot of Adwords clicks for that! So this raises two interesting questions. First up why did they do it? And second, how does it make the legions of Google evangelists feel when their leading light piles a million bucks into what many believe to be the “the enemy” - mass marketing?

So why did they do it?  Television does amazing things for brands. It builds stature, it builds status, it builds employee confidence, it rocks competitors and it drives lots of traffic. More than that, TV advertising embeds brands into popular culture. It’s powerful stuff.  However, Google is already part of popular culture so why advertise on TV? My guess is they’re interested in seeing how TV ratings can be correlated to web traffic. I could have saved them around $1m here. TV ads drive web traffic at a rate of between 0.015% and 0.25%.  So with an audience of around 100m viewers, Google could have expected traffic uplifts in the US of between 15,000 and 250,000 within a few hours of transmission. What value is this to Google? When Google searchers clicks on AdWords it generates income for Google. Assume 50% of that 250,000 clicked into AdWords at a cost per click of $2, then there you have it; £250,000 of revenue. Not enough to cover the cost of the spot. But Google shouldn’t be disheartened by this  - these figures are based on buying a spot with inherently high premiums. Outside the Superbowl, the economics might look considerably better.

And for Google’s fan base (of which I am one). They are right, Google AdWords is a very powerful business generator. It collects response at the end of the sales funnel - just as the Yellow Pages did for so many years. But something has to populate that sales funnel and drive search volumes. Something has to make each brand credible; make it top of mind, the safe choice; the right choice. That’s where TV comes in.Even though things look good for Google in search at the moment, I suspect there may be changes ahead - demand for AdWords is forcing up click costs at Google and this may drive search marketing budgets to competitors like Microsoft’s Bing. As Google loses traffic it will look to fight back and it has to do that by holding and  winning back search traffic - the source of its revenue. There may well be a ferocious marketing battle to be fought amongst search providers, with Google standing to lose the most. Testing TV now, may indeed be a dress rehearsal for future TV advertising activity.

It’s interesting to note that predictions of the end of mass marketing tend to come primarily from within the non-TV marketing community. The reason for this is that those who have not been at the “business end” of TV advertising are unlikely to have made careful study of the effects of mass marketing versus the costs of undertaking it. Mass marketing can still be very powerful and it can be very cost effective. The temptation is to assume that because it costs so much, it couldn’t possibly work is erroneous. Perhaps with Google’s use of TV advertising, some of mass marketing’s critics may take time to reconsider. Google has.

October 2nd, 2009

Building an effective search engine marketing strategy

Just had to set out all the elements of an effective paid search strategy for a client. Thought it might be worth setting out some of the important areas to consider if you are to develop an effective paid search strategy. It’s not exhaustive, but it is helpful if you need a quick check list of things to cover.

  1. Platform Selection – determining which of the search platforms to use. The main options are Google, MSN/Bing and Yahoo! Bear in mind that in the UK Google’s share of the search market is around 90% (Hitwise Sept 09). This raises issues about work loads versus potential returns. In my view, sadly, alternatives to Google are below critical mass now.
  2. Network Deployment – do you run across the site’s extended network/content partners? This means your ads appear on other sites apart from the search engine you are using to create the campaign. This can be good or bad  - it depends on the ROI both options deliver to the campaign you are planning.
  3. Campaign and Ad Group Structure - Organise your keywords into Campaigns and Ad Groups for optimal targeting efficiency. Remember that budgets can only be set at campaign level so if you want to allocate specific budgets across groups of target keywords you will have to set up individual campaigns for each set.
  4. Keyword Selection – Select the keywords your target audience are searching. Remember that generic terms are likely to produce more traffic and fewer purchase conversions than highly targeted lower volume keywords. Given that you are likely to be paying for clicks, you need low levels of clicks and a high conversion rate.
  5. Negative keywords – if you’re selling ‘flat pack furniture’ you don’t want to be selling ‘flats’ or ‘puncture repairs’! Negative keyword settings allow you to eliminate these problems.
  6. Keyword matching – Search engines will return your ad against phrases that contain your target keyword terms. But because the words in a phrase can be rearranged to mean something else, poorly targeted keyword phrases may deliver searchers who are looking something different to what you are selling. You can solve this problem by using Phrase match or Exact match keyword targeting.
  7. Bid Tactics - Your keyword bid will determine how high you appear in the search engine’s listings. But remember that the #1 position does not always provide the best ROI. Lower positions can have a much higher cost efficiency. You will need to set up tests to monitor this and refine it as your campaign gathers sales data. Remeber you pay for clicks but only conversions will build your business.
  8. Day / Day parts - Your target audience may be more or less active on certain days or at certain times of day. Setting up the days and times of day that you want your ads to run allows you to target prospects when they are most active or most likely to convert to a sale.
  9. Budget Setting – You can manage budget deployment by setting your daily / monthly budgets at the campaign Campaign level.
  10. Budget delivery – Search engines will “spend” your money in two ways, either 1) as the searches are pulled through by consumers or 2) spread evenly throughout the day. The problem with route 1 is that you can be out of budget by lunchtime. You can set the way your budget delivered across day.
  11. Ad Text Copy Writing – Preparing copy to fit the confines of the ad text box and reflect your keyword selection is a vital component of search marketing. You have a fixed number of characters across each of the three lines including the headline. It pays in terms of ranking and response to match the ad text as closely as possible to the keywords you are targeting. Relevance is key.
  12. Linking / Deep Linking - Linking ads to the relevant web site page(s) and/or landing page(s) can take your prospect directly from their search, through your ad and to the page containing the product information they’re seeking. That makes for better conversion rates.
  13. Analytics tracking – setting up Google Analytics to track your campaign in detail will allow you to generate in-depth insight about where your visitors come from, how they enter your site, what they do on it, and the pages they leave from. But perhaps best of all, once you’ve gathered enough data Analytics will allow you to start optimising your campaign parameters around sales rather than clicks.

February 24th, 2009

Using ROI metrics to evaluate Pay per Click search marketing

For many online advertisers, trading and evaluating paid search marketing (PPC) has now moved beyond paying for clicks.  More advanced search marketing campaigns are traded and evaluated on cost per “action” - i.e. paying for a marketing outcome; the generation of a lead, subscription or sale for example. Even more advanced campaigns are evaluated using Return on Investment (ROI) metrics where search engine marketing activity is optimised around the relationship between online spend and revenue generated.  ROI evaluation can be a very powerful way to evaluate paid search, but it is not without its own pitfalls. You need to be careful about which ROI metrics you work with - pick the wrong ones and your best endeavours may still end up generating high volumes of low profit business.

I thought it might be interesting to explore how we can look at ROI as a measure of margin or even profit.  But before I do that, here’s a quick review of current PPC evaluation options.

1) Cost per Click

Cost per click is the most basic and easy to obtain evaluation metric in search marketing. Unfortunately, clicks are of limited value for a number of reasons. First they do not represent whether or not a purchase has taken place. Second, they offer no view of sales value. Third, they are the metric by which most paid search campaigns are traded. Search engine owners want to sell you as many clicks as possible because they’re paid by the click. But you need sales because only sales will drive your business forward. So how can you move from evaluating search on clicks alone? There are two options:

2) Cost per Action

Cost per Action (sometimes called Cost per Conversion) is a much more interesting metric. It can be obtained using either the conversion tracking tool in Google’s main Adwords dashboard or via the Google Analytics tool. You can set conversions as particular actions “goals” or on your site. These might be sales, leads or subscription sign-ups. So if you have a target cost for generating lead or sale, conversion tracking can help you to achieve this. But there is a problem with looking at Cost per Action alone; it does not allow you to understand your revenue Return on Investment.

3) Revenue Return on Investment

Search marketing can only be fully optimised when you can understand the relationship between the cost of generating a sale and the value of that sale. If you are selling a product, or capturing online orders, then it is possible to capture the sales value from the forms generated on your web site. You can then use an analytics tools to look at the relationship between sales cost and sales value across either keywords, ad texts or products.

How do we develop ROI as an evaluation metric?

Calculating ROI in isolation of margins can produce superficially healthy feedback which in fact covers potentially disastrous business practice. ROI ratios can be used to help us understand the business metrics that keep businesses healthy - gross and net profit margins.  Here’s an example of three sales:

1) Sales Value: £200 Cost Per Sale: £50 Sales ROI: 400%

2) Sales Value: £600 Cost Per Sale: £100 Sales ROI: 600%

3) Sales Value: £900 Cost Per Sale: £125 Sales ROI: 720%

So, which sale would you rather have? In sale 1, the cost of the sale is 25% of the revenue generated. In sale 2, the cost of the sale is 16.6% of the revenue generated.  In sale 3, the cost of the sale is 13.8% of the revenue generated. Whilst the capital cost of sale 3 is much higher, it offers more potential profit because it’s a lower proportion of the revenue generated.

If you were optimising your campaign on a cost per sale basis at £75 per sale, then cutting out keywords or ad text that delivered over this level may mean that you miss out on higher margin business which offers better profitability. In a worse scenario, because revenue is flowing in, you might think that the relationship between ppc spend and revenue is healthy and bid for a higher share of the market. But this may be an online form of the venus flytrap;  the revenue may mask preilkously low margins or even loss-making business.

As a post text, there’s an interesting book about understanding the economics of generating sales in direct marketing by Peter Rosenwald, a former CEO of both Wunderman Worldwide and Saatchi & Saatchi Direct called “Accountable Marketing, The economics of Data Driven Marketing”.  Rosenwald attaches great importance to calculating and understanding your own “Allowable Cost Per Order” (ACPO) so that you can organise your marketing activity to deliver profits as well as sales.  Tim Ambler at London Business School takes these ideas further, arguing that marketers need to look at the rate at which cash is generated in relation to outgoing marketing expenditure.

March 17th, 2008

Search Marketing: A new era for TV effectiveness?

For many years TV advertising has struggled to present convincing arguments about its effectiveness. Whilst it has been possible to show the linkage between TV activity and advertising awareness, it has been far more difficult to identify and statistically explain a causal relationship between TV advertising and sales.

What’s missing is the numerical stepping stone that forms a quantifiable link between TV advertising and sales response. If such a measure were in place, it would become easier to create and cross the “bridge” between TV advertising and attributable sales - and to build compelling arguments for TV advertising in the Digital Age.

Search traffic data may now be providing this bridge. There is increasing and compelling evidence that TV advertising drives search traffic and that the linkages are highly quantifiable. For example, the AA have teamed up with Hitwise and i-Level to contribute the ‘Hitwise UK Media Impact Report‘. This report contains two case studies, from the AA and Sky, which build on the TV advertising to Search traffic argument.

The effect of TV advertising on search metrics may be as deep as it is potentially broad; There is evidence that TV advertising affects conversion metrics within search activity. When these effects are quantified they can produce dramatic ROI results. For example, if TV advertising increases a) search volumes b) conversion rates from click to bona fide lead c) conversion to sale and d) sales value, then the argument for TV advertising becomes extremely compelling. In fact, the sorts of uplifts that are being reported against these deeper metrics are at the levels that can make a TV campaign potentially self-funding.

Whilst many in the marketing community discuss ‘either or’ arguments about TV advertising and search marketing, they may be more amply rewarded if they move to a synchronisation point of view. TV advertising and search marketing may be so closely linked that we embark on a new era of TV effectiveness.