Marketing Insights
Marin Software's Official Blog

Archive for ‘Attribution’

Your Guilt-Free Webinar Binge Watching List for This Summer

By June 13th, 2016

Summer. It’s the time of year when I get serious about my binge watching. All of my shows are off the air, and I have precisely two months between the airing of the finale of Game of Thrones (Cleganebowl will be a thing) and Nathan Adrian’s first swim in the Rio Olympics.

But I would never limit my binge watching to just my personal time. I’m always happy to fall down the YouTube rabbit hole at work, and really, so should you with this hit list of Marin’s most popular and highest rated webinars. My colleague Maria shared a fantastic roundup of our best quickie blog reads, but our educational, half-hour to hour-long best practices webcasts are the sort of content you want to chill out with on a long summer workday.

  1. Your Guide to Native Advertising: Best Practices for Commanding Audience Attention (35 minutes)
    National native advertising spend ballooned to $10.7 billion in 2015, a 150% increase over only two years before. There’s no better time than now to learn how to take advantage of its ability to connect and attract the attention of your target audience.
  1. Scale and Optimize Your Social Campaigns Starting Now (40 minutes)
    We joined forces with our partner, Twitter, for this educational webcast on how to best leverage direct response advertising and utilize Twitter’s ad environment in combination with your search and display campaigns.
  1. The Newest Way to Reach and Convert Facebook’s 1.4 Billion Users (55 minutes)
    In this webinar, one of our most popular ever, we teamed up with our partner, Facebook, to tackle the topic of Facebook Dynamic Product Ads (DPAs). Are you taking full advantage of Facebook DPAs to promote your product catalogs? We discuss best practices for utilizing this feature to zero in on your best consumers and boost sales.
  1. The Path to Mobile Advertising Success (40 minutes)
    Whether you’re a skeptic who doesn’t see a reason for mobile to be a top priority, an advertiser unclear on how mobile bid adjustments work, or a seasoned mobile marketer looking for advanced recommendations to improve your mobile game plan, Google’s outlook on the future of mobile and Marin’s mobile-optimized advertising strategies will set you on the path to mobile success. Another partner webinar! This time it’s Google.
  1. Increase Your Display Advertising Performance with Image Optimization (40 minutes)
    Approximately 5.3 trillion display ads are served to U.S. users per year. Yet historically, the click-through rate of display ads is less than .1%. How can display advertisers leverage image optimization to increase performance and gain insights? Marin Software and Boost Media give you answers. 
  1. Integrated Search and Social Advertising: Transforming Trends & Tactics into Revenue (55 minutes)
    It’s an oldie but goodie. We’re joined by one of our agency partners, iProspect, for a webinar on integrating your search and social strategies. We walk through 15 proven tactics to help you better manage, measure, and optimize your campaigns for improved ROI and maximum customer lifetime value.
  1. 8 Reasons View-through Attribution Should be Working for You (30 minutes)
    This webcast provides viewers an introduction to and better understanding of the value and necessity of view-through conversions. It also offers best practices to drive more profitable display ad spend.

It may not rival your Battlestar Galactica binge watch, but it’s the only one you can get away with at work, so happy viewing, online marketers!


5 Ways to Drive More Customers in a Mobile-First World

By May 23rd, 2016

According to eMarketer, over 70% of U.S. paid search spend will be mobile by 2017. And yet, optimizing mobile advertising and seeing significant ROI on it remains a crucible for many in the digital advertising world.

We joined our technology partner DialogTech at the end of April for
a webinar about how search marketers can adopt new mobile-first optimization strategies to drive PPC conversions and customers.

One of Marin’s very own search marketing experts, Patrick Hutchison, teamed up with Kelley Schultz, Digital Marketing Lead at DialogTech, to share proven mobile optimization and attribution tactics digital marketers can use to drive more clicks, calls, and customers from Google AdWords, Yahoo, and Bing.

In order to achieve their mobile advertising goals, digital marketers need to understand the customer journey and all of the touch points prior to sale. To that end, here are five strategies for optimizing your mobile game plan that we learned from this webinar.

1. If your business gets mobile traffic, then you need to be      setting a bid adjustment

You want to get into a top (1-2) position for mobile devices to ensure visibility, so set up campaigns with an initial +25-30% bid modifier. You can adjust and optimize based on the types of conversions and traffic you see.

2. Optimize for calls

Incorporate call conversion tracking to ensure you’re optimizing for all conversions. Without measuring call leads, you miss out on a significant piece of the puzzle when it comes to tracking and understanding the source of your leads.

3. Segment search query reports by device

When you perform search query reports, add a device segment. This will allow you to see what keywords are getting the most mobile conversions and traffic. Within your reports, sort by conversions and then adjust your bids for your highest performing keywords to ensure top position.

Next, sort your report by clicks that don’t drive conversions, and adjust bids or add negatives as necessary for these keywords that are driving up both clicks and spend.

4. Remember that mobile-targeted ad copy is key

Create mobile-preferred search ads with mobile ad extensions and CTAs. Remember to take advantage of call extensions, since as Google reports, 70% of mobile searchers use call extensions to call businesses.

5. Incorporate remarketing bidding strategies

Set up remarketing lists into your campaigns, so that you can adjust mobile bids for the top position.

Remember the importance of not only bidding up for mobile traffic, but also increasing bidding for your custom audience lists. If users showed interest once, capture them again on their next query with a different message in the top position.

Identify and Convert Your Most Valuable Audiences Across Channels

By May 18th, 2016

Global mobile trends all point to the same conclusion – operating in channel-specific silos no longer works, and now’s the time for marketers to implement a strong cross-channel marketing strategy.

If you subscribe to this blog (and if you don’t, see that second little box on the right), you already know we’ve been evangelizing the message of “cross-device, cross-channel.” There’s a good reason for that.

Data Are Fundamental to Consumer Engagement

As we approach the halfway point of 2016, it’s more important than ever that marketers not only use data to understand customer behavior, but also to act on that behavior to deliver engaging, personalized experiences.

On May 25, Nitin Rabadia – our Director of Audience Marketing EMEA, APAC – will explain how to use data to win the online battle for attention and revenue. Gleaning insights from our 2016 Global Mobile Report (available with webinar registration), Nitin will field your questions and discuss:

  • How consumer behavior is affecting desktop and mobile spend
  • Recommendations for optimizing advertising across channels
  • Tactics to take advantage of customer signals
  • How to improve budgeting, bidding, and targeting decisions with full transparency

Register for the webinar today.


The Continuing Adventures of Cross-Channel Marketing: The Latest Performance Data

By May 12th, 2016

When we looked at performance marketing data from the first quarter of 2016, one thing became clear: cross-channel, cross-device targeting remains the most powerful differentiator for profitable marketing strategies.

To create our quarterly benchmark reports, we sample the Marin Global Online Advertising Index, composed of advertisers who invest more than $7 billion in annualized ad spend on the Marin platform. We analyze data from around the world to create our report. For Q1 2016, key findings include:

  • All mobile, all the time. Advertisers and consumers are continuing to shift towards a more mobile ecosystem.
  • Cross-channel and cross device remain important. It’s important for marketers to adopt and maintain a more holistic and complete approach to digital marketing that targets across all channels and devices.
  • Every channel has its strengths and weaknesses. Not only should marketers become adept at recognizing each channel’s weaknesses, but even more importantly, they should start using all three channels and devices to their best strengths.

For detailed information on Q1 2016 search, social, and display mobile performance – including detailed data charts with YoY performance and up-to-date recommendations – download our Performance Marketer’s Benchmark Report Q2 2016 – Vital Search, Social, and Display Performance Data by Device.

Digital Advertising in 2015 – Mobile Is Crushing It

By April 6th, 2016

2015 was a banner year for mobile.

Continuing its ascent into the status of omnipresent being, global smartphone adoption reached an all-time high last year and shows no signs of slowing down. Thanks to this rapid expansion of smartphone usage around the world, advertisers now have an opportunity to reach consumers even more easily.

We sampled the Marin Global Online Advertising Index, composed of advertisers who invest more than $7 billion in annualized ad spend on the Marin platform, to analyze data from around the world to create our latest annual benchmark report.

We uncovered three key findings:

  • Clicks and spend have gone mobile. In 2015, mobile devices represented the majority of consumer online usage for the first time. Consumers are now spending more time and attention on mobile devices than desktop – as a result, advertisers have been shifting spend away from desktop towards smartphones and tablets to catch consumer attention and generate clicks. We predict this trend will continue.
  • Desktop is becoming more like mobile. As the mobile format gains traction with consumers and advertisers, publishers are innovating. While mobile ad formats formerly took cues from desktop, publishers are now swapping the formula, making desktop ad formats and pages more similar to mobile.
  • Mobile conversion is gaining traction. Desktops are still the primary conversion-driving device; however, within the past year, conversion rates have been growing on mobile devices. While mobile devices have historically been used for product research or upper-funnel activities, this is changing, as better mobile attribution and ad formats are released. Expect this trend to continue.

For detailed information on 2015 search, social, and display mobile performance – including detailed data charts with YoY performance and further recommendations for 2016 – download our Mobile Advertising Around the Globe: 2016 Annual Report.


Google Analytics 360 Suite – Validating an Entire Industry

By March 25th, 2016

Thank you, Google! Your announcement of the Google Analytics 360 Suite is industry-wide confirmation that enterprise level marketing tools are necessary in order to get the most out of your advertising dollars. Of course, Marin Software has known this all along and believes marketers of all sizes can benefit from these tools.

All marketers want efficient ways to reach new and existing customers and to understand what works and what doesn’t. As Forrester Research reports: “Sophisticated marketers who use analytics platforms are 3X more likely to outperform their peers in achieving revenue goals.” Organizations need this kind of sophisticated software to enable marketing teams to align around goals that help them optimize, compete, and drive revenue.

Cross-publisher, Cross-channel, Cross-device

At Marin, our focus is providing the technology and data needed for demand and revenue generation based steadfastly on our customer’s goals. We enable customers to make holistic creative, bid and budget optimization decisions across their campaigns, all from the same integrated platform.

Besides integrating well with Google, we have extensive experience working with Yahoo, Bing, Baidu, Facebook, Twitter, Instagram, and many other leading partners, including 10 of the largest global exchanges. Our commitment remains the same – helping marketers reach their goals across publishers, across channels (search, social and display) and devices (desktop, tablet, mobile).

Accomplish Your Goals with 100% Transparency

Purpose-built to provide customers with complete transparency of campaign data and results, our mission aligns with Peter Drucker’s adage, “If you can’t measure it, you can’t manage it.” We provide digital marketers superlative cross-publisher data and measurement including:

  • Transparent reporting, bidding algorithms, and predictive modeling
  • Advertisers’ intent data for better targeting and ROAS
  • Cross-channel insights and metrics
  • The true cost of media
  • Data throughout the customer journey
  • Quality and viewability metrics
  • View-through or click-through attribution

Although Marin Software has had a legacy in search leadership, we’ve evolved our cross-publisher platform via industry-leading acquisitions to power digital marketing campaigns for the world’s biggest brands and agencies. We look forward to continuing to provide our customers with the tools and insights to profitably compete and reach their goals.

Revealing the Value of Assisted Conversions

By March 15th, 2016

General conversion metrics about your visitors only tell part of the story. In reality, there are many steps a visitor might have taken before converting on your site. How do you measure the value of your upper-funnel prospecting campaigns, and determine whether they’re providing incremental benefit and driving last-touch attribution and conversion?

What Are Assisted Conversions?

Assisted conversions help give you better insight for how other campaigns may have contributed to your final conversion. This insight is important, since it helps you make better decisions on your campaigns and immediately illustrates the value of your top-of-funnel marketing efforts.

How It Works

Suppose you’re running a campaign where you’re targeting people who visited your website. You have another campaign that targets people who looked at a specific product page on your website, a much more focused group. You’re probably measuring how well you’re targeting website visitors, but you may not be crediting this campaign with any conversions that come from your product page.

In other words, your website targeting campaign alone looks like it’s not providing any value, although it’s pushing customers along
the funnel.

Here’s another example: Suppose your visitor sees or clicks a Facebook News Feed ad, and then clicks a web ad to convert. With general standard conversion metrics, the web ad gets the credit for the final conversion. But, in this scenario, your Facebook News Feed ad should get an assisted conversion credit, since it contributed to the “slam dunk,” as it were.

To read more about assisted conversions and how they contribute to accurate attribution, see Understanding Assisted Conversions.

IBC Hotels – Improved Tracking, Reach, and Attribution

By March 10th, 2016

“It makes my job a lot easier, and now I don’t have to spend all day combing through spreadsheet after spreadsheet, trying to figure out where a booking value came from because it’s nowhere in
my system.”

– Kevin High / Digital Marketing Manager, IBC Hotels

IBC Hotels had a retargeting problem. Not only were they unable to easily attribute conversions – they were having a hard time even implementing their existing solution’s dynamic tracking code, and considered their vendor’s service team “unknowledgeable and nonexistent.”

IBC Hotels prides itself in introducing travelers to unique, locally owned hotels all over the world. Since IBC makes commission on each acquired booking, it’s crucial for them to accurately attribute the source of their conversions and revenue.

If they were going to lower cost and increase ROI, they needed a platform that would make their jobs easier, not more burdensome and clunky.

Enter Marin Display

IBC implemented Marin Display – with its Site Tracking Tag – to build audiences for retargeting across channels and devices. IBC found Marin Display’s tracking solution worked flawlessly and was easier to implement than their previous retargeting solution.

The Site Tracking Tag allowed IBC to automatically collect important information such as order ID and revenue, and to easily attribute conversions. IBC could then effortlessly access this data and
export it.

From here, they were able to optimize their retargeting funnel, attribute conversions accurately back to their own internal reporting, and ultimately lower CPM and improve ROI.

Learn more and see full results in our IBC Hotels case study.

4 Spring Cleaning Tips for a Spotless Annual Account Audit

By March 3rd, 2016

With spring rapidly approaching, this is a great time for search marketers to start preparing for an annual account audit. What are some of the top areas of focus for spring cleaning your account? Marin’s Center of Excellence has created a process for identifying key ways accounts can be improved through structural and performance-based changes.

Step 1: Identify pain points in the account to narrow
your focus

Before you dive into cleaning up your account, identify the main areas where you’d like to focus your time. Chances are you don’t have a lot of bandwidth to dedicate to anything but day to day management tasks — so to save time, start by asking yourself some questions to help narrow the focus of your audit and cleanup.

Some of these questions might include:

  • Where does the account fall short of meeting its goals?
  • Does the account have unutilized objects (things like past promotional creatives)?
  • Do you regularly perform A/B tests?
  • Have you had issues with revenue attribution?

Step 2: Perform an audit

The second step is to perform an audit of your account. You should focus your time on two major areas of opportunity: account structure and performance.

Tip: When performing the account audit, pull data in a format that allows you to make bulk changes. This way, once you’ve identified issues, you can easily take action and save time.

First, take a look at your account structure to make sure it follows search marketing best practices. This’ll make your account easier to navigate and ease day to day management. Second, analyze your account for performance issues that require action. The Center of Excellence recommends looking for the following:

Account Structure

  • Duplicate keywords
  • Conflicting negatives
  • Past promotional creatives
  • Missing active keywords/creatives
  • Misspelled creatives
  • Campaign setting alignment
  • URL tracking issues


  • Underperforming objects
  • Optimal use of negative keywords
  • Quality Score analysis
    • Landing page content
    • Keywords
    • Ad copy

Step 3: Implement changes

The third step is to take corrective action based on insights you discover during the audit.

Be sure to keep track of any changes you make and a record of the audit — this is essential, since it’ll allow you to effectively measure future performance.

Step 4: Measure

Use your record of changes to measure the impact of your spring cleaning efforts. Compile this information into a visual representation of the improvements to share with your colleagues or clients.

If you’re a Marin customer interested in partnering with the Center of Excellence on an account audit, contact your account representative, who’ll connect you with a Center of Excellence consultant today! Or, if you’re new to Marin, request a demo.

Why PPC Granularity Will Be Your Best Friend

By January 7th, 2016

This is a guest post from Johnathan Dane, Founder of KlientBoost.

Have you ever thought your Google advertising account should be performing better?

You may be following the advice of many that say that the more time you spend in your account, the better.

But what if it’s all backwards?

What if it only takes you 10 minutes a week to improve your Google advertising performance?

If your Google campaign performance hasn’t been improving month over month like the table below, then keep reading.


It’s about to get interesting. Let’s get started.

Automatic Placement Extraction

If you’re running any type of display or remarketing campaign, you might find that your display ads are showing up on websites, apps, or even video overlays that aren’t performing well.

Overall though, you might be decently happy with your display performance, but always wondered if it could do better.


Take a look at your Automatic placements under your Dimensions tab

To start the “performance pruning”, see which Automatic placements either have a cost per conversion that’s too high, or better yet, which placements are actually bringing in sales (not just conversions) by equipping your Google advertising Final URLs with ValueTrack parameters.

This will then help you get more conversion volume out of those specific placements when you extract and target them exclusively through a new campaign.

Search Term Extraction

Search term reports are such an important part of regular Google advertising maintenance that it’s not uncommon that some people do this more frequently than brushing their teeth.

When looking at your search term report, get as close as possible to making sure your search terms and keywords have no discrepancies between them.

In other words, your Added / Excluded column from your search term report should have the green “Added” label going down the list for as long as possible, just like this:


This gives you a much stronger control of what you’re paying for

When that happens, you can make your ads specific to not your keywords, but your search terms and see higher click-through-rates from your efforts.

Let’s say you look at your search term report and find your search terms and keywords don’t match. The first thing you should do is extract your search terms with the most impressions and create what are called Single Keyword Ad Groups (SKAGs).

Just like the name implies, SKAGs are ad groups that only allow one keyword per ad group, that then have corresponding ads that are extremely specific to that keyword.

Time Lag and Attribution Reports

Did you know that the last keyword and/or ad clicked always gets to lionshare of conversion credit?

What if there were seven other touchpoints (impression and ad clicks) that happened before the final conversion? Wouldn’t you want to know what helped assist that conversion?

I know I would.

If you don’t care, there’s a good chance you’ll pause keywords and placements that don’t get the conversion credit. But, when you do, you’re strangling your account at the same time, without even knowing it.

Let’s take a look at your Google advertising attribution.

Inside your account, go to the top of your Google advertising interface and click Tools > Attribution.

Once you’re there, take a look at the Time Lag report on the left side. Here, you can see how long it takes people to convert from either first impression, first click, or last click.


Here’s a look at first impression conversion delay of 6.19 days

This will help you make your nurture and/or retargeting campaigns more of a priority to test.

Geographic Granularity

Are you a local, statewide, nationwide, or even an international advertiser?

No matter how big an area you’re targeting, every geographic hill, slope, mountain, and valley performs differently. The same thing goes for individual states and cities.

And, because you can’t target people who live on just a hill (yet), the next best thing is to understand the performance of each state or city that sees your ads.


To see this report, go to your Dimensions tab, then View -> User locations

As you can see above, the state of New York may be costing more per conversion than others. So, you may want to add in negative bid modifiers at the state level, like this screenshot shows.


You can then drill even deeper and create new campaigns with state level campaign targeting, and give bid modifiers to individual cities within that specific state to get your closer to your cost per conversion goals.

You can take it even further and start utilizing city specific ad copy and landing pages with area code specific phone numbers, to appear more local to visitors and increase your conversion rates.

Device Targeting

As I’m sure you’re already aware of, Google advertising doesn’t allow you to separate devices in their own campaigns like they used to.

These days, you have to group desktop and tablets together in the same campaign. And while Google may say that both those devices perform similarly, there are thousands of Google advertising accounts out there that say something completely different.

Here’s the truth: Desktops and tablets will never perform the same way.

I’m not just speaking from a conversion rate standpoint, but also from a sales standpoint.

When Google told the world that devices don’t matter, but user context does, they certainly never thought of every single industry, but more so of a blanket band-aid that would apply to “most advertisers”.

Believe it or not, there are some workarounds you can use to get desktop, tablet, and mobile campaigns in their own campaigns and still target the search and/or display network.

But first, let’s look at how we find current device performance differences within your account.


Here’s how you find that info

First, go to Segment then Device in the dropdown.


This will expand your view with three extra rows

As you can see in the screenshot above, our mobile devices are giving us the lowest cost per conversion while tablets are sucking it up and being the most expensive.

Now let’s say for a minute that your tablet performance is just as good as your desktop performance (like Google says it is), but your mobile performance sucks.

You can quickly add in what’s called a negative bid modifier between 1 and 100%.


Go to Settings -> Devices and increase or decrease in the red square

If you never want to target mobile devices, then you can set a negative bid modifier of 100%.

Day of Week Targeting

Just like keywords, ads, and landing pages perform differently, so does Monday compared to Thursday, and Saturday compared to Wednesday.

Inside your Google advertising account, you can see this day of the week granularity in a snap. Just head over to Dimensions -> View: Day of the week.


In this case, Saturdays and Sundays are doing really well

Having these kinds of numbers doesn’t mean that you should stop advertising on Thursdays (because it has the highest cost per conversions). But, it could mean that you should start considering “day of the week” bid modifiers like we did for our devices earlier.

Some industries tend to be very predictable in their weekly trends. If your company falls into a category like that, then take advantage of the control you have and get more aggressive with your bids on great performing days, and taper back on the not so great-performing ones.

Time of Day Targeting

Just like we saw how your days perform differently during the week, so do your hours within the day.


And, just as we can create bid modifiers for 24-hour day targeting, we can also take advantage of the same thing with bidding blocks of hours within a certain day of the week, to break it down even further.


In this screenshot, late mornings and afternoons tend to perform better than mornings

If you already have the data and insight that allow you to use this type of granular bidding, then definitely do so.

You might even find that Google or other bidding platforms are restricting how many bid modifications you can make on a daily basis. If that’s the case, I suggest you try using Brainlab’s 24 hour bidding script that allows you to take it one step further, and then some.

In Closing

Now before I let you go, please keep this in mind:

“With great control, comes great responsibility.”

Having access to all of this data is great, but only if you can be actionable with it to improve your performance.

I see time and time again that people spend countless hours trying to tweak and prune things with modifiers, rules, and even scripts that change bids depending on the weather.

While all of this is great, most of it becomes entirely obsolete as soon as you have a landing page test that improves your conversion rates by 50%. When that happens, all the things you’ve put into place need to be redone.

One thing that will always help you out, no matter your goals, is to extract and target things in a granular fashion that makes sense.

Use the dimensions tab and its reports to your advantage and keep on making progress :)