Tag Archives: smart digital spending

How to Optimize Digital Campaigns using simple Statistics

Yes, that is right. You don’t need to have a PhD to use a little bit of statistics to optimize your digital campaigns. As an online media analyst, I have found that there are a few simple advertising data analysis tricks you can do to predict online conversions, measure mobile publishers, and compile all of your media reports into one simple Dashboard. Sure you need a little bit of Excel skills, but not to worry, if you can follow simple tutorials, then you can use these data analysis tricks to make smarter media planning decisions.

To measure the performance of mobile publishers across multiple metrics, I found that a z-score is most helpful. You can even apply this standard of measurement to your other digital campaigns besides mobile. Free tutorial on how to use the z-score is downloadable at SmartDigitalSpending.com.

Want to forecast digital conversions? A little regression model will do the trick. Download free tutorial here. Want to see how you can put together a Media Dashboard that shows all of your media activity (online display, search, TV, website activity, social media activity, qr code scans, media spend) here.

Thanks!

Eric Melchor, founder – SmartDigitalSpending

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Marketing Data Analysis Tips

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TOP TEN DATA ANALYSIS ADVERTISING TIPS

(in no particular order)

#10 Do not track and measure everything

Just because it is possible to track all kinds of metrics does not mean you should. The natural instinct of anyone running an online campaign is to measure everything in order to try and learn about the campaign at maximum granularity. In my experience, this usually results in a virtually endless amount of wasted time. For example, if you are tracking a paid search campaign, do you really need to know what the average position is for each keyword across all search engines? If you are running online videos on different sites, will you be using the ‘video play rate’ in any of your analysis? If you are running a mobile marketing campaign, do you really need to track ‘send to friend rate’ and ‘enter phone number rate’ across all mobile ad networks?

Primary data needed for measuring online advertising campaigns

Primary data needed for measuring online advertising campaigns

If you are planning to use data analysis in order to measure the impact of online media, I suggest you ask yourself this one question – “What analysis will change my future media buys?” If you stick to this principle, you will likely focus on basic campaign data such as clicks, impressions, conversions, media spend, and website traffic data. If you have any thoughts or opinions on this statement, please share. Also, if your client is running both traditional and online media, you definitely want to track GRPs.

Agencies that use Free SDS Advertising data analysis tutorials

#9 Maintain a media dashboard

The purpose of maintaining a dashboard report is to have all the primary data available in once source so it can be easily accessed (for any data analysis projects) and everyone working on the account can get a holistic view of the campaign. In my opinion, the dashboard report should be updated by an online marketing analysis and distributed monthly to the client and account teams. It should be a running 13-month report so you can compare performance to last year. In addition, I recommend that it be no more than two pages with 6 charts on each page. Charts can include useful information such as:

  • one chart showing trend line of unique visits and page views
  • one chart showing % of referral traffic from different sources like (organic, paid, display, direct, etc)
  • one chart showing media spend broken out for each channel
  • one table showing you basic website data like visits, page views, page views per visit, time on site
  • one chart showing you media results data like (newsletter sign-ups, registrations, conversions, sales, etc)
  • one chart showing you share of voice in the online market place (will explain more later)
  • one chart showing you brand awareness (if you are tracking brand awareness data using a 3rd party)

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As you can see, there are all kinds of information that can be included in a media dashboard, these are just a few ideas. If data can be tracked weekly, even better. I will be providing step-by-step video, audio and written instructions on how to create a media dashboard in the near future and will make them available on SmartDigitalSpending.com

If you have any opinions or comments, please share. Below is a cartoon that shows the need for dashboard reporting.

Dashboard Reporting

Dashboard Reporting

#8   Create a Quarterly Media Mix Table

In my experience this is one of the easiest tables to construct that can provide valuable insight as to how your media mix contributes to campaign success. Surprisingly, not many advertisers create such a table which is a shame. As you can see below, broken out below is a list of media channels and the amount of spend that has been allocated to each channel per quarter. As you can also see, I listed two KPIs (unique visitors and Registrations) and the amount of volume that was generated for these KPIs per quarter.

Media Spend

You don’t have to use unique visitors or Registrations, but I recommend inserting at least one key performance indicator in this table. Total media spend is calculated and a ‘cost per unique visitor’ and ‘cost per registration’ is calculated. This provides insight as to how much advertising budget was spent to achieve these goals and how efficient that spend was.

quarterly media mix

Another table can be easily created showing the percentage of spend that is allocated to each channel. In this example, I highlighted the quarter that generated the highest amount of unique visitors and registrations which happened to also be the most efficient quarter. It turns out, allocating a majority of advertising budget to online channels like display, search and mobile led to generating very positive results.

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This should be a very easy table to create if you already have a Media Dashboard in place. Stay tuned for the rest of the tips. No one else provides such easy tips on how to evaluate advertising campaign performance as easy as OnlineMediaAnalyst.com!

If you have any thoughts or opinions, please share. Thanks.

Eric Melchor

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Upcoming Smart Digital Spending Tutorials

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Future Smart Digital Spending Tutorials…

-How to work with and set-up online media campaigns with Ad Networks, the Right Way

Increase conversions, reduce your cost-per-acquisition and learn some interesting facts about your target market without having to spend more than what you are currently spending on your online campaign? Sounds too good to be true? Well it’s not. And it doesn’t involve ‘behavioral targeting’, programmatic buying algorithms or the use of any fancy planning tools.

Agencies that use Free SDS Advertising data analysis tutorials

How to work with Ad Networks

How to work with Ad Networks

Any thoughts or suggestions on kinds of analysis I should create in the future? If so, please comment. Thanks.


Eric Melchor

www.smartdigitalspending.com

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How much to charge for a new product?

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Profit Maximizing Analysis

Suppose you are selling concert tickets. You’d like to make the most profit as possible, but you are not sure what price to charge. How can you determine what the most profit-maximizing price is for the concert tickets?

Profit Maximizing Analysis

Profit Maximing Analysis with Smart Digital Spending

Profit Maximing Analysis with Smart Digital Spending

Profit Maximizing Analysis in excel

Profit Maximizing Analysis in excel

Let’s suppose that you pay $25 for each ticket that you plan to sell. You are considering charging between $40 and $80 for a concert ticket. You believe that at a price of $40, you will sell 60 concert tickets. At a price of $60, you think you will sell 50 tickets, and at a price of $80, you will sell 25 tickets. What price should you charge for a ticket?

Download the Profit Maximizing Analysis from Smart Digital Spending. Step-by-step instructions so easy to follow a caveman can do it. Each tutorial comes with written, audio and video instructions including an Excel file that takes you from beginning to end on how each analysis was performed.

Eric Melchor

www.smartdigitalspending.com

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How to determine brand impact of TV?

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Is there an easy way to assess the impact that your TV campaign is having on your brand?

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How does TV Impact Brand Awareness?

How does TV Impact Brand Awareness?

‘Savvy’ account managers will tell you that TV urges consumers toward other channels like paid search to learn more about the product or service – and for the most part they are right. People viewing a TV ad that relates to their interests may follow up with a search, which means that search activity (keyword impression volume) on keywords that you bid on, may experience a lift resulting in more search clicks and search conversions.

However, you shouldn’t just look at search activity. Advertisers have gotten a lot smarter and tend to increase their search budgets during the period when their TV campaign is on-air. Like any media analyst who is worth his salt will tell you, keyword impression volume tends to correlate strongly with search spend simply because you now have more share of voice in the marketplace which leads to your search ads appearing more. This of course, puts a damper on the ‘your TV ads are working since search campaign activity is experiencing a lift’ argument.

Instead, you should look at Direct Traffic, also referred to as ‘No Referral’ traffic, which is a great proxy for Brand Awareness Impact. It IS Quantitative evidence to show if your TV campaign is affecting consumers without relying on qualitative survey data or other assumptions about how TV urges consumers to other channels.

Free tutorials

This little, yet so informative metric can be:

  • a good indication of commercial wear out
  • help determine the ‘lag time’ of when consumers no longer recall the TV ad after the TV campaign has ended
  • compare one TV campaign against another
  • assess what kind of lift is expected depending on the number of TV GRPs in the marketplace
  • also look to determine if traffic spikes when other offline channels like Radio, Newspaper, Magazine are On-Air
  • even when you are not running a TV campaign or other offline media, it is a good way to see if there is any seasonality for your business

This informative piece of insight is yours free when you subscribe to Smart Digital Spending – the FIRST company to provide agencies and online marketers with data analysis tutorials designed to enhance digital campaign performance. Each tutorial comes with step-by-step written, audio and video instructions including an Excel file with real sample data to work with. Data Analysis is the key to making smarter media planning decisions that lead to a better ROI for your clients!

To read more about monitoring branded traffic with Google Analytics, check out the Alwaysbetesting blog by Andy Edmonds.

Any comments or thoughts? Please feel free to share. Thanks.

Eric Melchor

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What is the Optimal Placement for Search Terms?

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Should my Paid Search Keywords be in position #1 or a lower position?

Paid Search Position Tutorial

Bid to keep paid keywords in top position?

Bid to keep paid keywords in top position?

Actually, the better question to ask is – Is there a way to identify areas to reduce investment in paid search without sacrificing too much return?

Unless your brand is in a market all by itself, you will have competitors bidding on search keywords similar to yours which means you will have to spend more in order to show up on top of search engine results. Bidding the highest amount of money will allow your keywords to be in the top position usually resulting in a higher CTR, higher CPC and more web site activity as more people select to click on keywords in higher positions. However, is it worth it?

A Search Position Placement Test will help you to analyze core keyword performance in position 1 versus lower positions 2-5 based on total click volume and CPC efficiency. Keeping your core keywords in the top #1 spot is expensive and you want to determine if you can save money by keeping some of these keywords in lower positions 2 through 5 without losing too much activity.

Paid Search Position Tutorial

Search position placement test set-up

Search position placement test set-up

search position placement test video

search position placement test video

The Search Position Placement tutorial shows you how to set up a search position test properly and evaluate results so a strategic decision can be made whether or not to keep core keywords in the lower positions. The tutorial comes with step-by-step written, audio and video instructions (so easy to follow a caveman can do it) on how to properly set-up this test. In addition, an Excel file with sample data is also included that allows you to see how formulas were calculated and results analyzed.

If you are running a paid search campaign, I highly recommend performing such a test as you will likely see which search terms drive only marginally more volume in position 1 (top position) as compared to positions 2-5 (lower positions). This is important because you will learn how to maximize efficiency (reduce search spend) without sacrificing significant volume.

If you have any comments or thoughts, please share. Thanks.

Eric Melchor

www.smartdigitalspending.com

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How to Assess Mobile Publisher Performance

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The Best Mobile Ad Network?

Which Mobile Ad Network generates the best results?

Which Mobile Ad Network generates the best results?

I am running a mobile campaign with several different publishers, but I am not sure how to judge their performance given that there are 3 different, but important metrics we use to evaluate. Some publishers perform well in one or two metrics, but perform poorly in the 3rd metric. Is there a way that I can distinguish between good and poor performance overall?

Let’s suppose we are running a mobile campaign for a major movie that is about to be released and we have three main actions we want people to take. We can pretend that the movie is called Gambit. The first action we want people to do is click on our Gambit banner that appears on their mobile phone (CTR). Second, we want people to Enter their phone number so they can participate in the mobile challenge. Finally, we’d like our fans to enter their friend’s phone number so they can be invited to play the Gambit challenge.

A Mobile Marketing Campaign Can Have Several Different Actions / Metrics Going On

So our three actions are broken out as follow:

  1. Click Thru Rate = clicks / impressions
  2. Enter Phone Number Conversion Rate = volume of phone numbers entered / clicks
  3. Enter Your Friend’s Number Conversion Rate = volume of friend numbers entered / volume of phone numbers entered

Download the free tutorial on how to rank mobile publishers here.

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Forecast Online Conversions

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How to forecast online conversions

free forecast tutorial

Diminishing Returns Analysis - Smart Digital Spending

Diminishing Returns Analysis - Smart Digital Spending

Forecasting online conversions is quite easy if there is historical data available. If all of sudden you were given extra budget for your search or online display campaign, performing a diminishing returns model will help predict the amount of conversions you can expect to generate with this increased budget. Likewise, if you have to cut online spend, a diminishing returns model will show you the expected conversion volume loss as a result.

Let’s suppose we want to predict the increase in search conversions (dependent variable) based on an increase in paid search spend (independent variable). Would we use a linear or logarithmic-scale to determine our forecast equation?

Diminishing Returns written example

Diminishing Returns written example

Diminishing Returns written example 2

Diminishing Returns written example 2

The Optimal Spend tutorial explains step-by-step how to forecast online conversions. Written, audio and video instructions so easy to follow a caveman can do it! Also included is an Excel file with sample data based on a real-world case. 7 pages of written instructions and 11 minutes of video will take you from start to finish on how to construct a diminishing returns model. Helpful for when your client wants to know what is the maximum spend you can spend in order to maintain a cost-per-acquisition goal or forecast online conversions.

diminishing returns video

diminishing returns video

Smart Digital Spending is the FIRST company to provide agencies and online marketing professionals with written, audio and video tutorials on how to use data analysis to enhance campaign performance.


If you have any comments or thoughts, please share. Thanks.

Eric melchor

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Ad Copy Insight Analysis


Which ad copy is better at influencing sales?

Ad Copy Tutorial

Which ad copy works better?

Which ad copy works better?

Regardless of whatever ‘Call to Action’ you use to try and influence sales on your website, there is probably one that statistically works better than others. If everything else stayed the same on the webpage (i.e. products, content) and the only factor that changed was the Ad Copy itself, you can compare the volume of orders placed when each ‘Call to Action’ was used by using a one-way Anova. A one-way Anova will tell you if one ‘Call to Action’ was statistically better than the others.

One-way anova

One-way anova

two factor anova

two factor anova

Okay, what if I was selling products on various days?

In this situation, two factors (the ‘Call to Action’ and the products being sold) are influencing orders. When two factors might influence a dependent variable, a two-way Anova (analysis of variance) can be used to determine which, if any, of the factors have a significant influence on the dependent variable. To see step-by-step written, audio and video instructions on how to perform the one-way and two-way Anova, refer to the Ad Copy Insight Analysis offered by Smart Digital Spending. An Excel spreadsheet along with sample data will take you from beginning to end on how to perform this analysis. Length of video is 12 minutes and there are 8 pages included in the written instructions.

Ad Copy Insight Analysis video tutorial

Ad Copy Insight Analysis video tutorial

Included in the Ad Copy Insight Analysis is a BONUS = Predict orders using the equation below:

Predicted orders = Overall Average + (Product Effect) + (Ad Copy used)

Eric Melchor

www.smartdigitalspending.com

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Assess keyword performance with Efficiency Matrix Analysis

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Quickly identify which keywords to drop and which paid search terms to invest more in!

It is quite easy to set-up a paid search campaign in Google or Yahoo! Google even provides some neat tools to show you which keywords are not showing up in top positions or receiving clicks. The problem with these tools is that there is too much information to look and play with (this is okay if you have lots of time to kill). Wouldn’t it be easier to classify keywords in 4 different categories?

Paid Search Tutorial

Search Efficiency Matrix Analysis

Search Efficiency Matrix Analysis

Top Performers – High traffic generating keywords with low cost per clicks.

Potentials – Low traffic generating keywords with low cost per clicks.

The Uncertains – High traffic generating keywords with high cost per clicks.

Bad Performers – Low traffic generating keywords with high cost per clicks.

Performing a Volume/Efficiency Matrix can save you hundreds or even thousands of dollars in your paid search campaign! A volume/efficiency analysis will tell you whether certain keywords are performing poorly in efficiency and volume in relation to other keywords.

So how do we perform this analysis?

All that is required is a basic keyword report from your search engine that shows name of keyword, clicks and spend. By following along with the Smart Digital Spending tutorial, I will show you step-by-step how to process the data using an Excel spreadsheet and the keyword report from the search engine. The written instructions are 6 pages and length of video is just over 11 minutes.

Paid Search Keywords

Paid Search Keywords

Volume Efficiency Matrix Video

Volume Efficiency Matrix Video

The tutorials include written, audio and video instructions along with an Excel spreadsheet that contains sample data so you can see how the analysis was completed from beginning to end. Analysis so easy a caveman can do it!

Written Instructions on how to perform a Volume Efficiency Matrix

Written Instructions on how to perform a Volume Efficiency Matrix

Volume Efficiency Matrix Classification

Volume Efficiency Matrix Classification

The End Result?

The best part about performing a Volume / Efficiency Matrix is the findings. This analysis will give you a rough estimate on how much money you would save if you were to remove a certain group of keywords and show you how much click activity would be lost. It is a fantastic way to optimize a search campaign on an ad hoc, quarterly, semi-annual, or yearly basis. More importantly, your clients will be pleased that you are monitoring their search campaign wisely.

If you have any comments or thoughts, please share. Thanks.


Eric Melchor

www.smartdigitalspending.com

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