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TanmayMathur
Employee
August 2, 2016

Blog and Article Sharing Corner

  • August 2, 2016
  • 13 replies
  • 53962 views

Hey Community Folks!

This space is created exclusively for users who write blogs or articles around Adobe Advertising Cloud/Adobe Media Optimizer/Tubemogul and related technologies. You can feel free to post your genuine content around topics like Search/Display/Social Marketing, programmatic ad buying etc. If we like what you have written, we may well include it in our official Knowledge Base Articles and give you the due credit! If you have any questions before posting you can send me a private message.

Hope to see some great content here!

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13 replies

nidhik
New Participant
September 12, 2016

The Blog Post below is from Nidhi Kapoor, Senior Consultant for Adobe Media Optimizer at Adobe

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Bulk Edit Feature to Support Manual Bidding

 

‘’Manual Bidding” is the most common and important step seen in case of newly created campaigns. This method let the advertiser set the manual CPC for keywords as per its targets and enhance their exposure.

AMO has its competitive bidding technology with which it takes the control and automate bids on bid units (keyword + match type) using its algorithm such that it maximizes advertiser’s objective.

The process being followed in AMO for newly created campaigns is that when they are new should be kept under ‘Manual Portfolio’ first for few days before getting assigned to the ‘Optimized Portfolio’. This is to ensure that they build good performance data history around them before getting under AMO’s technology. In an Optimized portfolio, bid units are bid automatically by the technology as per its algorithm.  The factor history plays an important role in bidding technology of AMO as it helps in generating the models (cost & revenue) and therefore calculating appropriate bidding for bid units.

Usually the common method seen among advertisers for manual bidding regularly for keywords in bulk are through the bulk sheet method. In this, keyword's bids are modified as per their performance, business requirement or some best practices such as for example:

  • Keywords with conversion and avg pos worse than position 3 = +20%
  • Keywords with conversion and avg pos between 2 and 3 = +10%
  • Keywords with no conversion and avg pos worse than 3 = +30%
  • Keywords with no conversion and avg pos better than 2 = -10%

These increases or decreases are made as per the bids in ‘current bid column’. This method requires downloading the current status of keywords first in a bulk sheet format and then making changes and posting the modifications later on through AMO on search engine.

There is also another way to execute and expedite the manual bidding is by using AMO’s ‘bulk edit feature’.

To use the ‘bulk edit’ feature, visit the keywords tab, create a filter to select the keywords to perform the bid increase/decrease action. To start with, use the ‘Add Filter’ option, select the date range of the data on which the analysis will be appropriate for keywords and then filter the keywords on the basis of their conversions/avg. position data etc.

Select those filtered keywords > click on the ‘bulk edit’ option on the left > select the ‘available actions’ such as ‘formulaic bid change’ in case of ‘manual bidding’ and then increase or decrease the percentage depending upon the data, best practices, budget targets and requirement of exposure. In case of increase, it’s always good to set the max limit and in case of decrease, the minimum bid limit to avoid the sudden increase or decrease. Click ‘Apply’ then to execute the changes.

Changes made will be available under ‘bulk edit status’ link under the ‘filter’s row. This is one of the quickest method to avail the option of manual bidding in bulk, change the ‘status’ of keywords, ‘create’ and ‘Find & Replace’ in bulk.

Depending upon the number of keywords to be manual bid, filter requirement and the frequency of changes to be made, a choice can be made between the options of bulk sheet or bulk edit to be used.

 

 

 

 

TanmayMathur
Employee
September 14, 2016

The Blog Post below is from Pete Kluge, Group Product Marketing Manager for Adobe Media Optimizer

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Creating Relevant Ad Experiences Without Thousands of Ad Units

Consumers are frustrated with the number of irrelevant advertisements they have to deal with daily:

  • According to Infolinks, only 2.8 percent of study participants thought ads on websites were relevant.
  • Adobe and PageFair found that in the United States, there were 45 million monthly active users (MAUs) of ad blockers during Q2 2015—equal to about 20 percent of Internet users, according to Strategy Analytics.
  • According to PageFair, 33 percent of Internet users find display ads completely intolerable because they are not pertinent or interesting.

To rebuild consumers’ trust and drive better engagement, businesses today need to build more personalized ads.

Many advertisers still use static ads for their display advertising. This means that the actual content within the ad doesn’t change and therefore a different ad must be created for each audience segment. For any brand that is interested in delivering personalized ads to highly segmented audiences, the number of static ads necessary becomes a nightmare for the creative and traffic teams. The result? Impersonal ads that don’t engage the customer.

On the other hand, dynamic ads use a single ad layout (or dynamic template) that can be populated on-the-fly with predetermined personalized content.

Introducing Dynamic Creative Optimization
Dynamic creative optimization (DCO) allows advertisers to drive better engagement and performance from their ads by delivering the most relevant experience to the user in real time. DCO uses an ad layout with several dynamic elements that change depending on who the user is or which audience is actually seeing it. The content changes can include things like the product description, image, price, and call-to-action (CTA). Promotional copy can also be switched dynamically.

Retargeting campaigns is currently the most common use for DCO. It requires an advertiser to maintain a data feed with the dynamic outputs used to populate the ad at the time of the ad call. The ad is assembled in real time to deliver the most relevant content for any user. But DCO is not only for retargeting. It enables advertisers from a variety of verticals to deliver personalized experiences for consumers across the marketing funnel.

internal-image-creating-relevant-ad-experiences-without-thousands-of-ad-units

Elements of a DCO System
DCO works by combining several elements to output a real-time and relevant ad. Here’s a primer on some terms and definitions related to dynamic creative:

Dynamic Triggers: Pixels on a brand website capture retargeting values (i.e., product SKU) and are used to trigger outputs from the content source—such as data feed or API—to populate a dynamic ad. Other elements that can trigger dynamic ad content include geolocation and audience segment data.

Content: In the case of DCO, content refers to the advertiser feed, API, XML, business rules, offer grid, or product catalog that the dynamic trigger references for outputs to populate fields in the ad template. Content is provided by the advertiser, ingested by the DCO system, and output in the dynamic ad.

Dynamic Outputs: These outputs are ad elements that can be referenced by a dynamic trigger in the content source. Examples include images, URLs, and copy that are referenced in a data feed.

Variable Attribute: Variable attributes are dynamic elements within ads that are not referenced from the content source by a dynamic trigger. Delivery of the ad element is based on business rules (like A/B testing) and is not feed based. Examples include CTA, background color, and offer. Some items, such as copy or CTA, can be either a dynamic output or variable attribute, depending on setup.

Ad Layout or Dynamic Template: In DCO, these elements are the shell design that houses the dynamic content.

Experience: An experience is created by the combination of one ad layout and one or more content sources.

(No Cookie) Default Ad: The default state of a dynamic ad occurs when cookie targeting is missing or does not match the content source. Advertisers predefine defaults for each dynamic output. For example, if the DSP makes an ad call and there is no matching DCO cookie or if the dynamic trigger does not match the content source, the default experience will be generated.

DCO Delivers
Delivering highly personalized ads improves your campaign effectiveness. DCO can help manage the expense of ad creation and production by using an ad template and data feed to create infinite ad combinations without infinite time and money.

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Read the original blog post at - https://blogs.adobe.com/digitalmarketing/advertising/creating-relevant-ad-experiences-without-thousands-ad-units/

TanmayMathur
Employee
September 19, 2016

The Blog Post below is from Lauren Friedman, head of Global Social Business Enablement at Adobe

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5 Examples of Influencer Marketing Done Right

Influencer marketing is big business. In fact, according to a recent study in Adweek, 75 percent of brands engage influencers as part of their core advertising strategies. Brands recognize that today’s consumers are savvy — and not easily swayed by traditional ad-speak. And, consumers look to their peers to help them make purchase decisions. The solution? Using influencer marketing to leverage the power of trusted and respected experts in your field is a smart, effective way to increase brand awareness, build an audience, and improve your bottom line.

Five Shining Stars of Influencer Marketing
While it seems everyone is jumping on the influencer bandwagon, there are certainly some shining stars. Following are five examples of influencer-marketing campaigns done well and what we can learn from the companies that are doing it right.

1. Sephora — Creating Authenticity Through Unbiased Reviews
The health and beauty industry may have an advantage when it comes to influencer marketing, simply because it’s cost-effective to send sample products to influential people to have them try them. However, too often, brands reach out to influencers with an agenda: “Try our product and write a glowing review.” With transparency and authenticity in mind, Sephora has taken a different approach. They built Beauty Talk: a community of insiders who leave honest product reviews, help other consumers make decisions based on their needs, and share their findings. Anecdotally, Sephora sends free samples to beauty vloggers/bloggers and other influencers, but the reviews they receive in return are always authentic and genuine. The community is successful because Sephora gives influencers the freedom they need to be unbiased, which in turn, fosters a genuineness that consumers appreciate. Sure, parameters still exist — but asking for honest, unbiased opinions has been extremely effective.

2. Nikon — Choosing the Right Fit
The Nikon brand launched a social-sharing campaign to showcase its connected camera offerings during the Warner Sound Festival. The company quickly created buzz — using #NikonWarnerSound — which trended on Twitter all three nights of the event. Partnering with Warner Music Group, Nikon presented roaming photographers with Nikon cameras to use throughout the event to take and share pictures with their personal Facebook communities. By giving established photographers access to these cameras, Nikon turned their product over to their best advocates — the photographers themselves — and created instant credibility.

3. Birchbox — Cultivating a Mutually Beneficial and Highly Lucrative Partnership
Birchbox — an online subscription service for beauty supplies — partnered with lifestyle blogger, Emily Schuman of Cupcakes & Cashmere, to customize one of their beauty-supply boxes. With carte blanche to choose products she knew would resonate with her fans, Emily showcased Birchbox to 300,000 followers on Instagram. It was the perfect partnership: Emily aligned with Birchbox — a very reputable brand — to share something of value with her audience. In return, Birchbox was exposed to an enormous, relevant audience. The benefit was both mutual and highly lucrative.

4. Boxed Water — Remaining True to Brand Values
Boxed Water may sell water, but the company also touts conservation and renewable resources, which is why its influencer campaign, Retree Project, was such a success. With help from the National Forest Foundation, Boxed Water was able to spread the word about their philanthropic campaign. For every Instagram photo that was posted using #Retree, Boxed Water agreed to plant two trees. The brand reached out to known Instagram influencers — those who had already attracted hundreds of thousands of followers each — asking them not only to post in support of the campaign, but also to encourage their community members to repost. Leveraging the power of Instagram influencers to raise brand awareness — while remaining true to brand values — was brilliant.

5. Buick Automobile — Gaining Fresh Perspectives
Buick’s influencer campaign called on nine of the most prominent Pinterest influencers — often referred to as Pinfluencers — in the fields of style and design to help create a brand image surrounding its new Encore luxury model. Rather than partner with influencers who are respected in the automobile industry, they chose outsiders so they could align the brand with experts from a different sphere. Pinfluencers shared their visions of how the exterior and interior of this new luxury model would look, encouraging consumers to revisit the brand with fresh perspectives.

Conclusion
What does an audience look for in an influencer? What attributes create a sense of trust? Most people see through advertisements, realizing that companies are likely saying whatever they think you want to hear. Add a familiar, trusted voice, and suddenly, marketing has credibility. When a respected voice of authority makes a suggestion, it feels authentic and believable.

Of course, creating a successful influencer campaign takes much more than just finding an expert who will post a blog touting your product or service. It’s critical to pick the right influencer — preferably someone with an established audience in the area of expertise into which you are looking to expand or with an entirely new segment you’re trying to reach. The best campaigns are genuine and contain messaging that stays true to your values as a brand. The right “fit” is everything — without it, even the best spokesperson will leave your audience feeling disconnected.

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Read the original blog post at - https://blogs.adobe.com/digitalmarketing/social-media/5-examples-influencer-marketing-done-right/

Employee
September 9, 2016

The Blog Post below is from Manu Malhotra, Consultant for Adobe Media Optimizer at Adobe

Edit: This article has been published as a Knowledge Base article for Adobe Media Optimizer and can be viewed here yes

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Dealing with Model Inaccuracies

AMO technology predicts performance based on data models it builds over a period of time. However, at times, it is very challenging to get the models accurate. When models go off because of various factors changing in the eco system, it results in uncertain performance. Hence, it is very important to keep a close eye on model accuracy.

What is Model Accuracy?

Model accuracy shows how precise the cost and revenue models are which are being used to optimize bids. In simple terms, model accuracy is a comparison of predicted performance and the actual performance. You can check model accuracy by clicking on Portfolio Cards > View. Day on day break down of accuracies is listed in the table.

The model accuracy reports for multiple portfolios can also be easily accessed in AMO by clicking on Reports > Create Report > Model Accuracy > Forecast Accuracy

Why is it important?

If model accuracy is off, it simply means AMO doesn’t have as much information as is required and hence the bidding on the bid units is not resulting in expected impactful returns.

Why do I have inaccurate cost models and what can I do to correct them?

  • Following a large scale account audit, check if you have changed a large number of landing pages / ad copies. In such a case it might result in cost model inaccuracy. It should take some time for quality score to build again.
  • Nature of the business – Check if there is a case of seasonality or a big event such as Olympics or change in competition such as a new entrant or aggressive strategy by competition. This can bring in cost model inaccuracy. Though AMO will adjust and adapt to changes but it may take time. In such cases try reducing the cost half-life to make AMO take more consideration of recent change in eco system.
  • New Additions – If new campaigns and keywords are getting added, this will impact cost models.  In such cases, you might like to add the new campaigns in active state initially in a separate portfolio. Else, wait for some days and AMO cost models will stabilize.
  • Significant changes in settings – Any changes in campaign settings such as geo targeting or match type strategy at search engine level can result in cost model inaccuracies too. You can either wait for next sync cycle for AMO to fetch the changes from search engine or you can make changes directly from AMO so that the technology is very much aware of the changes.
  • Significant changes in budget: This is a tricky scenario, try sticking to small and incremental changes in budgets. However, if you do have to make drastic changes because of business requirements, be ready for cost model inaccuracies. To handle it, try reducing the half-life.
  • Changes beyond your control: Bing updates its search algorithm, google decides to do away with right side ads, what do you do? Try reducing the half-life and technology should well adapt swiftly to the change.

How to handle Revenue Model inaccuracy?

  • Special promotions: The rate of conversions will see a jump and models might take some time to adapt and learn from the changes. It is suggested to reduce the half-life for models to adapt and learn quickly.
  • Market competition: In case of competition getting aggressive or new entrants bidding high results may differ from forecasted. In such a case resort to reducing revenue half-life for models to catch up.
  • Lag in revenue numbers from feeds: This can happen for operational as well as other business reasons. In such a case try increasing revenue half-life to accommodate the lag in reporting revenue.

Apart from these scenarios, at times there are pixel tracking codes issues where in pixels aren’t firing for some reason on the web properties. It is best recommended to highlight such an issue to AMO and the client team to troubleshoot it.

Employee
September 4, 2016

By Ritika Mahajan, AMO - Consultant, Adobe

AMO: Conversion Tracking

 

In today’s dynamic digital marketing space, it is very crucial to track the conversion, this helps us to quantify our marketing efforts into Return on Investment (ROI). Industries which do not track conversion assume that if the sales increase during the run time of the ad copies it is due to the ad copies however there is no data to back this assumption and it may or may not be the case.

 

An intelligent marketer would always setup a conversion tracking system and make all his marketing efforts quantified assets of the business. Another myth regarding conversion is considering conversion equal to a purchase. This is not always true. Any action that a visitor takes on the advertiser website that results into benefit of the advertiser is a conversion.

For instance, in services industries specifically B2B Business there is no purchase instead a call made to the advertiser’s call center results into revenue for the advertiser. Does that mean Digital marketing is not for Services industry at all, the answer is No, A Service industry advertiser can have different ways of tracking conversion like offline conversion or tracking chats on the website through analytics.

Being A marketer it is absolutely critical for us to define the conversion and set up an achievable target – AMO hits the bulls eye here. With the Portfolio theory of AMO it is very easy to set up a target and let the optimizer work towards the same in order to maximize the ROI.

 There are three types of conversion tracking that can be done through Media optimizer, based on advertiser’s need we can choose one:

  1. Pixel tracking
  2. Feed tracking
  3. Combo tracking

 

Media optimizer tracking if enabled will have a unique click tracking code in the URL of the Adcopy, keyword or a placement in each campaign managed by media optimizer. It is through this code the technology will track ad impressions, clicks and conversions.

Pixel Tracking —  In this type of tracking, you must include either a 1-pixel x 1-pixel transparent image or a JavaScript tag on the conversion page, with information embedded in the tag to note the transaction data and send it to a tracking server.

This type of tracking must be used for advertisers whose conversions are online and no offline calculation is required for the same. Also they won’t delete augment, or correct previously-reported conversions.

 

Feed Tracking —  In case the business requirement is to track conversion data from a different method, Media optimizer provides an option of sending a daily feed file with conversion data.  This data can be either aggregated daily by keyword or consist of individual transactions.

This type of conversion tracking can be used by advertisers who already has a conversion tracking system in place that provides conversion data at a keyword level. Also, the advertiser wants to be able to delete, correct, or augment previously-reported conversions (such as when orders are canceled, rebates or partial refunds are applied, or applications are converted to loans).

 

Combo Tracking — Combo tracking is a combination of both pixel and feed tracking methods and can be used to track online conversions, and capture offline conversions using another method. To accomplish this method, it is necessary to include either a 1-pixel x 1-pixel transparent image or a JavaScript tag on the conversion page and send a daily feed file with transaction-level conversion data that was captured by another method for the offline conversions.

This type of tracking can be used by advertisers where the customer completes one phase of a transaction online (for example, applying for a loan), but a second phase in the transaction (such as the application approval) occurs offline. Also, in the cases where purchase products online but discounts, credits, or other adjustments may be applied to the transactions in an offline process.

Most of the event types are easily tracked with the Media optimizer conversion tracking. Also, it is absolutely essential to switch off Google's Conversion Optimizer or ECPC Option to let the optimizer do its job in the best possible way. However, the optimizer lets other tracking methods track conversion as well by adding extra piece of code in the URL of the entity being tracked for instance keywords, ads placement etc.

Based on the business requirement the advertiser can choose anyone of the conversion tracking methods and start gaining insights on what is working for the business and what not. Also. This would help digital marketers to get more customers and improve the ROI of the business.

Be the digital marketer with intent and insights, track your conversion and let each of the marketing effort count.

 

** Data Taken from AMO Help Section.

TanmayMathur
Employee
September 5, 2016

The Blog Post below is from Pete Kluge, Product Marketing Manager for Adobe Media Optimizer

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5 Reasons Now Is the Time to Implement Dynamic Creative

Dynamic Creative Optimization (DCO) was introduced to marketers a decade ago, but after the initial excitement, the implementation and delivery of use cases didn’t match the expectations. However, today, DCO is riding a new wave of adoption by advertisers and agencies.

Gartner shows DCO rising on the “Slope of Enlightenment” for its July 2016 Digital Marketing and AdvertisingHype Cycle. According to Gartner, this is the phase where “more instances of how the technology can benefit the enterprise start to crystallize and become more widely understood.” We believe several factors contribute to this newfound enthusiasm.

Internal Image - 5 Reasons Now Is the Time to Implement Dynamic Creative

Five Reasons Why DCO Is Back and Stronger than Ever

1. Programmatic Advertising Powers DCO and Retargeting
Before demand-side platforms (DSPs) and real-time bidding (RTB), media for DCO was bought directly from the publisher or an ad network. Getting sufficient scale and unique reach could be a challenge—an advertiser had to buy media on multiple publishers or ad networks. Reaching many small and granular audiences required a manual and cumbersome set-up process. This lacked efficiency and there was no way to de-dupe user targeting among the different inventory partners.

Being able to retarget ads to consumers who show interest in products and services through their online behaviors is an important application of DCO and RTB technologies. Combining DCO with real-time audience-based buying through a DSP addresses key challenges around scale and unique reach. The DSP is integrated with many ad inventory sources for maximum scale and has controls like frequency capping across all the inventory, allowing the advertiser to better manage scale and reach. Advertisers now have access to vast amounts of data and advanced technology platforms to apply that data to display advertising campaigns.

2. DCO Moves Beyond Retargeting
Early on, DCO was used primarily by the retail and travel industries for retargeting high-value consumers with advertising. Given the large number of possible ad permutations for retail and travel (thousands of SKUs or origination/destination combinations), these are the logical verticals to be the first to adopt DCO. But advertisers now grasp how DCO can be used beyond retargeting for campaigns across the marketing funnel and across verticals.

While DCO campaigns at the lower end of the funnel—like retargeting and loyalty programs—have always made sense, DCO is also now being applied to top-of-the-funnel prospecting and awareness campaigns. Even if very little is known about a user (for example, from a geotargeted prospecting campaign), DCO can algorithmically optimize the ad content to drive the best performance for the advertiser. DCO evaluates all possible ad permutations and optimizes creative elements and delivery to the best-performing option for the advertiser’s objectives. Any vertical that has granular audience data can benefit from DCO.

3. It’s All about Experiences
Consumers are engaging with brands across multiple devices and digital channels and they’re expecting a personalized, consistent, and compelling experience whenever and wherever they’re accessing brand content. This is truer today than ever before. The fact that ad blocking is on the rise sends a clear signal that consumers are demanding better ad experiences.

DCO is the solution advertisers need to deliver a better experience for their consumers. Advertisers have access to deeper audience insights than ever before and DCO allows advertisers to deliver relevant and engaging ad experiences, and in turn drive better engagement and performance.

4. Data Feeds Are Everywhere
A key component of DCO is the data feed. This is the content that is used to populate a dynamic ad in real time. In a change from just a few years ago, many advertisers are now using data feeds regularly to power their online advertising.

In addition, DCO technology has become more flexible in ingesting data and it no longer requires a third-party vendor. For example, a Google Merchant Center feed can easily be translated for DCO and an Excel file can be mapped for DCO.

Digital advertisers are generally more comfortable using data feeds and customer files to power their advertising campaigns, and they have a greater awareness of how data feeds support DCO.

5. Creative Flexibility
While early DCO vendors required an advertiser to select from a set of predefined and inflexible templates, today’s DCO solutions offer an agency and advertiser complete control and flexibility over the creative layout design. Dynamic ad templates can be custom built for the advertiser so they have control over how their brand is conveyed and experienced by the consumer. The ad layout can include features like a promotion countdown clock, drop-down box, search form, and product carousel, and can be delivered on mobile and across devices.

What does the future hold for DCO?
As DCO approaches the “Plateau of Productivity” on the Gartner hype cycle, it will attain mainstream adoption. We will continue to see advertisers better understand how DCO works and what it can do for them. Access to data and ad-buying technology combined with DCO enables advertisers to deliver relevant and personalized ads to drive better performance and improved ROI.

Last year, Adobe acquired Tumri from Collective, adding DCO to its advertising technology stack alongside Adobe Media Optimizer, a cross-channel programmatic ad-buying platform, and Adobe Audience Manager, a data management platform (DMP).

This is the first in a series of five blogs on DCO. Stay tuned for blogs on what DCO can do for advertisers.

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Read the original Blog post at - https://blogs.adobe.com/digitalmarketing/advertising/5-reasons-now-time-implement-dynamic-creative/

Employee
September 1, 2016

By Ritika Mahajan, AMO - Consultant, Adobe

AMO : The Digital Marketer

What Does Digital Marketer Do? Often we come across this question, a simple answer to the question is

“A Digital Marketer prepares a plan based on the business objective, execute it and then analyze the Performance”.

However, it’s definitely easier said than done, the vicious circle of digital marketing involves a lot more. Some key things that a digital marketer do are:

  • Understand the business objective
  • Define KPI’s to measure objective’s success
  • Strategize to achieve the objective
  • Identify the prevailing market competition
  • Allocate appropriate funding to each channel
  • Create campaigns and Track performance in terms of defined KPI’s
  • Analyze each channel in order to identify what worked and what didn’t etc.

 

It sounded like a lot to me until I learnt Adobe Media Optimizer. AMO does a lot of these things automatically and efficiently letting the marketer’s look after their business strategies.

The Efficient AMO Technology have made life easy for Marketer’s. Marketer’s just need to define the objective and KPI to measure its success. SEM advertising has always been the most important channel for marketers. AMO Technology looks after all the activities under the SEM umbrella right from Budget Allocation to Bidding, tracking campaign performance to analysis. Everything available with the one stop shop of AMO.

Media Optimizer automates and optimizes bid management for ad campaigns across search, display, and social media channels within the boundaries of an advertiser's business objectives, metrics, budget, and other business constraints. The Technology constantly monitors an advertiser's keywords and ads, dynamically adjusting bids and positions as the marketplace changes.

At Every Stage of Digital Marketing Circle AMO becomes a handy tool for Marketers to get things done quickly and in most efficient manner. For instance, Once Marketers have decided on the total SEM Budget, AMO Can help them divide this budget within the three channels through one of its feature called Spend Recommendations tool.

The Spend Recommendation Tool helps you to identify the optimal spend distribution across optimized and active portfolios with the same objective and currency in order to maximize revenue for the portfolio set.

In Digital Advertising space as marketers we would always want to achieve maximum revenue for each penny being spent. This is the principal of AMO Technology known as Portfolio based Approach through which AMO automatically allocates budget to the best performing entity.

 

Portfolio Based Approach: Portfolio theory uses mathematical models to maximize the return on a portfolio by weighing the risk and return for each asset across numerous variables. The Media Optimizer mathematical algorithms are dynamic, automatically adapt to changing marketplace conditions to ensure optimal performance even in times of high uncertainty and volatility. As a result, Media Optimizer is able to efficiently manage large marketing campaigns with millions of keywords and ads, not only streamlining and automating the bid process but also delivering significantly better ROI.

 

AMO also realizes that the Marketers should be kept informed about the campaign performances so as to help them in instant decision making. This is easily done through the Feature of Spreadsheet feed in AMO, once the SSF is setup on AMO it can be scheduled to land into our email box at regular intervals.

Spreadsheet Feed: Spreadsheet feeds provide daily performance data for all basic reports in a custom spreadsheet format. Media Optimizer automatically refreshes each spreadsheet with new raw data that is aggregated daily. The raw data will populate any columns and graphs you've included in the spreadsheet template.

 

AMO also helps marketers in analysis of their accounts through its Advertising Insights feature. This Feature provides different analysis such as Match Type analysis, setting audits etc. in form PowerPoint presentation or report that are easy to read and understand. These reports are in readily sharable format and can be used via marketing team to decide actions.

Advertising Insights: Advertising Insights present visual, actionable data about your optimized and active portfolios that contain search campaigns. Each insight is generated on demand, and the output is either a Microsoft PowerPoint file or an Excel spreadsheet that you can download. You can delete generated instances of insights.

AMO Platform thus helps the marketer to make easy, fast and reliable decisions in the most efficient manner. It is a handy tool for Marketers to do their daily chores easily and saves them time to do a lot more things that are beneficial for the business.

 

*Material taken from AMO Help Section.

TanmayMathur
Employee
September 2, 2016

The Blog Post below is from Maria Stalz, Senior Manager of Social Media Analytics at Adobe

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Top 3 Reasons to Take a Second Look at Your “Vanity” Metrics

Measuring social media’s impact on your business is critical. Yet, identifying the right metrics and tracking and analyzing social media’s impact can be challenging.

In the early days of social media, when measurement was new and available data was sparse, most businesses relied exclusively on so-called “vanity metrics” to quantify success. Classical engagement — the number of “followers” or “likes” that social media channels collected — was the primary metric considered. Fast-forward a few years, and strategists had quickly realized they needed more informative metrics connected to meaningful key performance indicators (KPIs) that reflected their business objectives. They needed to determine social media’s impact on the bottom line to demonstrate social ROI.

Today, vanity metrics have a bad rap because they do not have a direct tie to revenue. Traditional vanity metrics include Facebook “likes,” Twitter “followers,” and “page views” or “unique visitors” for blog posts. While obsessing over the number of Facebook likes you collect won’t necessarily win over a buying customer, vanity metrics do have their place when used alongside other metrics.

Following are some thoughts regarding the role of vanity metrics and how aligning traditional engagement metrics with more strategic business metrics can provide the insight you need to make informed decisions about your social media strategy.

Aligning Social Media Vanity Metrics with Business Metrics — and Achieving Results
Successful social media measurement focuses on the KPIs that are linked to business objectives, with vanity metrics playing a role in rounding out the big picture. Is Facebook growing at the same rate as Twitter? How is the community responding to different strategies and different types of content? Insights from vanity metrics can help identify whether organic strategy is working or it’s time to implement a larger paid strategy across channels. Bottom line? Understand how to use them to complement KPIs, and you’ll know what’s moving the needle for you.

How to Make Vanity Metrics Work for You
Let’s look at a few metrics and the insights they can provide.

1. Focusing on Followers
You spend a lot of time and money building up your following across the multitude of channels and networks. If you monitor your follower growth over time, it will be invaluable in helping you understand what is working when it comes to community growth.

Is your organic growth picking up or slowing down? Many factors influence growth rates, but by tracking follower growth, you can pick up on revealing patterns in your data. Does certain content cause sudden drops in your number of followers? Are you reaching the right people? Digging deeper into the demographics of your followers (on platforms through which that data is available) will allow you to determine whether your followers really represent your target demographic.

Does your brand have too many accounts? Comparing growth rates on multiple accounts may allow you to assess less-active or compelling accounts and make decisions about whether account consolidations or additional paid strategies would be beneficial. It’s also important to look at other metrics to evaluate whether stagnant accounts are still performing well in other aspects such as engagement or click-through rates, traffic, and conversions.

2. Evaluating “Likes”
Analyzing customer engagement can be one of the most important ways to gain insights into your content strategy as well as your followers. Of course, all those shares, video views, and comments should yield a positive ROI for your business; however, if you know what type of content works best for your audience on each channel, it will help determine your investment strategy.

Do people “like” your content but not share it? Not all interactions are created equal, and some are definitely more valuable than others. Categorizing your content by media type, subject matter, or objective will allow you to look at which category drives the most bang for your buck.

Do your videos receive a lot of views but low completion rates? Facebook, Twitter, and LinkedIn now auto-play videos by default. This makes it rather challenging to analyze video performance. One way to look at it is through completion rates rather than total video views. Which videos compel your followers to stop scrolling and watch long enough to reach that all-important call to action and link?

Is there a correlation between the drop in followers and the content you published that day? Sudden follower drop can be as insightful as follower growth. Understanding the correlation between your followers who are bailing out and the particular types of content you are showing or your posting frequency can help to ensure you keep those fans you worked so hard to attract.

3. Analyzing Page Views
On the surface, page views — counting the number of “hits” your webpage or blog gets — is another vanity metric. No, by itself, it will not reveal how your content on the page is moving the needle for your business. For insight like that, you will need to explore not only what happens further down the conversion path, but also the contribution of the page view to the desirable user behavior on the site. However, using page views alongside smart segmentation and a few additional metrics will help you assess the quality of the page’s content.

Does some of your blog content attract ongoing traffic while traffic to other pages tapers off quickly? This could either indicate that some pages are better optimized for search engines (look at your persistent traffic sources!), or that some content is compelling enough for people to continue sharing (check out your social shares on various platforms). It could also indicate that some content types are more relevant to your audience, so grouping your pages by content type or topic, and then assessing average lifespan for each, may give you insight into what you should focus on in the future.

How many of your page views were “bounces?” If a visitor landed on the page but did not interact with any content or visit a different page, he or she may have found the page content irrelevant or not known how to navigate to content that may be of interest. Segmenting your bouncers according to devices used may shed some light on whether your pages perform well on mobile devices or have loading issues on some browsers.

What is the best referring channel? Do people who are visiting from different sources behave differently? Perhaps one source yields more bounces than average, and a different source drives more conversions down the line. Segmenting traffic can help you fine-tune content that is targeted toward different customer segments and identify where your target customers roam free.

A Multi-Tiered Approach to Measurement
We know there’s value in social media marketing, but being equipped with the right tools to demonstrate how and why has never been easy. With only 15 percent of today’s marketers able to demonstrate the quantitative impact social media has on their businesses, it’s clear that measuring what matters is tough. Business metrics tied to objectives may be seen as more strategic, and they are certainly instrumental in showing how social media is creating value overall. But, let’s not throw the baby out with the bathwater just yet — vanity metrics are useful for uncovering the reasons behind trends. And, when used in conjunction with business-oriented metrics, they can offer powerful insights into the details necessary for fine-tuning larger strategies at a tactical level.

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Read the original Blog post at - https://blogs.adobe.com/digitalmarketing/social-media/really-measuring-matters-social-media/

rahulbhatia1
Employee
August 31, 2016

Use of dynamic parameters in AMO Social

 

Dynamic parameters are the best way to track and automate when building ads in AMO social. Utilizing the dynamic parameter functionality, you can give automatic naming conventions to all the ad sets and ads which you are creating picking/from the assets already uploaded in the AMO.

For example, if we need to build a campaign with 10 different ad sets having 50 ads. It is easy to create 50 ads in one go, but can be quite painful to create or change names of 50 ads which are different in terms of creative as well as changing names of ad sets which differ in details such as age and gender targeting etc.

 

  • Dynamic Parameters can be used for Ad Set Names and Ad Names both
  • Access them just by entering “{ “ (bracket) while typing the name of your AdSet or Ad
  • Dynamic Parameters automatically append naming conventions from 12 different parameters and pick them including image name, placement, gender and device

 

   

Stage 1: AMO Bulk Ad Creation Workflow

 

Following are the dynamic parameters which are available in AMO for use in ad sets and ads names:

  • {ef_adtype}
  • {ef_agemax}
  • {ef_agemin}
  • {ef_country}
  • {ef_date}
  • {ef_time}
  • {ef_fbcampaign}
  • {ef_gender}
  • {ef_image}
  • {ef_placement}
  • {ef_label}
  • {ef_region}

 

Stage 2: After using this functionality for campaign creation following are the results as seen in Facebook Power Editor:

We can clearly see that AMO automatically appends related naming conventions for use by picking it from assets defined earlier in stage 1. In the above example we chose dynamic parameters – {ef_gender}, {ef_agemin} and {ef_agemax} for ad set, and {ef_image} for ads in the below screenshot.

 

 

 

This automation activity saves a lot of time and enhances productivity. In our example above, we can save around 10 - 15 minutes if we have to create 1 campaign – 5 ad sets – 50 ads.

TanmayMathur
Employee
September 1, 2016

The Blog Post below is from Cici DeWaal, Social Advertising Manager at Adobe

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15 Years of Defining Programmatic

Programmatic ad buying growth continues to explode. The online advertising ecosystem can be complex to navigate but for those that have embraced it programmatic simplifies the online ad buying, management and optimization process.

Looking back on how the industry has evolved, offline direct marketing tactics and principles have been applied to online ad technology and have now come full circle connecting the offline and online worlds. Because of these changes advertisers can now track and target audiences, and measure performance results across channels on and offline.

How did we get here? Looking back 15 years.

For today’s internet based businesses, online advertising channels like search and display are top channels used to acquire new customers. However, that wasn’t the case for us back in 2000. During the dot-com boom and crash, I was managing direct marketing programs for new customer acquisition at the “first online grocer,” HomeGrocer.com (Amazon was an investor, and it was later acquired by Webvan). We tested various direct marketing channels at HomeGrocer.com. Interestingly, we found that direct mail was the most efficient channel for us to profitably acquire new customers at scale (~$20M annual spend).

A lot has changed since the peak of the internet bubble in 2000 for advertisers. Here is a snap shot of today’s common direct marketing channels as they were used 15 years ago.

  • Display – The first click-based banners were sold on HotWired.com in 1994. In 2000, display buying was done primarily through direct placements. Yahoo, AOL and MSN were the big portals around. Advertising.com, the ad network, came around in 2000 and was acquired by AOL in 2004.
  • Search – Overture and Google were just getting started in 2000 with the auction-based, pay per click (PPC) model. Google launched AdWords in 2000, began offering PPC in 2002 and went public in 2004.
  • Social – Facebook didn’t exist in 2000 and was founded in 2004 the same year they ran their first ads.
  • Email – The perception on email marketing was low due to poor performance and offshore spammers clogging up inboxes with non-relevant content. The Can SPAM Act of 2003 helped to legitimize email marketing with clear opt-in and opt-out requirements.
  • Direct Mail – Direct mail was a scalable and effective direct marketing channel. From magazine subscriber files to those compiled from warranty registration cards and phone books, advertisers had access to hundreds of marketing lists to test for performance (and all appended with demographic data). Database marketing was popular and allowed an advertiser to efficiently manage their prospect lists and direct mail communications.

With the growth of the internet and access to more audience data, the industry has progressed. Search, social and display channels have had tremendous growth and are now primary direct marketing channels for many businesses. Today we have a lot more options for online advertising.

Advertising 15 years later

Advertisers now have access to massive amounts of audience data, everything from online site activity and web analytics data to offline customer data, and 3rd party data. Offline CRM data and email marketing data can now be linked to programmatic ad buying platforms. Audience targeting can be done more efficiently now than ever before.

Today advertisers have access to advanced advertising technology platforms to help them manage and optimize their online advertising campaigns. Everything from search bid optimization, display ad buying and audience management, to site optimization and marketing automation tools.

All channels have shifted to programmatic (or automated) ad buying with a focus on audience-based buying. In display, audiences can be reached at the impression level through real-time bidding. Facebook enables social advertisers to reach custom, website and search retargeting audiences. In search, advertiser can now target audiences for their campaigns via RLSAs (Retargeting Lists for Search Ads).

Display Advertising 15 Years Later

For display advertising channels specifically, the industry has changed completely.

Ad exchanges revolutionized the industry. The ad exchange allows a publisher to sell their ad inventory in an auction environment, and an advertiser to bid on ad inventory in real time. The auction determines the fair price for the user impression. This process is similar to the stock market with buyers and sellers, but with display ads instead of stock.

Demand side platforms (DSPs) permit advertisers to plug into the ad exchanges to bid in real time on their key audiences at the user impression level. The DSP optimizes for the advertisers performance objective. The advertiser can bid what they believe to be the right price for each impression based on the available data they have about that user.

Data management platforms (DMPs) enable advertisers to consolidate audience data from various sources, identify and segment high value audiences, and activate those audiences for cross channel marketing on external ad targeting platforms like DSPs and site optimization platforms.

Dynamic creative optimization (DCO) allow advertisers to reach granular audiences with flexible ad creative that is personalized in real time to drive user engagement, conversions and integrated experiences.

Everything is in real time (or close to it). The entire real-time bidding process takes less than 100 milliseconds. When a user visits a website, before the ad appears, an ad call goes to an ad exchange which sends bid requests to participating demand-side platforms (DSPs). The DSPs in play then evaluate available data on that impression (audience, category, time of day, geo device, etc.) and send back bids based on what they know about the user and the likelihood they’ll convert for the advertiser. The ad exchange holds the auction and the highest bid wins. The ad served on the website was the highest bidder of the real time advertising auction. All this takes place in less than 100 milliseconds.

Real-Time Bidding Process

PK RTBAre we coming full circle between the offline and online advertising worlds?

Many traditional offline direct marketing tactics and principles are still in practice and have been applied to ad tech and the online world.

In 2000, marketing databases were popular with offline direct marketers. These databases allowed for consolidation of various audiences down to individual user profiles, and expanding of audiences using 3rd party demographic, business attribute data and look-alike models. It gave the advertiser deeper insights into their audiences, enabling them to identify high value audience segments and deliver them to vendors for direct marketing channels. Does that sound like a Data Management Platform in the online world?

Direct mail letters were laser personalized with creative content (offer, message) based on the audience segment.Sound like Dynamic Creative in the online world?

We have come full circle and connected the offline and online advertising worlds by allowing advertisers to take their offline data (CRM, call center, POS), consolidate it with their online data (site visitors, web analytics) and use it for online targeting of ads.

Today marketers can meet their objectives more efficiently with Programmatic

Manual processes have given way to automated buying. CPM based selling models have moved to transparent pricing models. The massive amounts of online and offline data that is available to an advertiser can now be easily harnessed for ad targeting and optimization. Programmatic enables advertisers to buy more efficiently, reach more granular high value audiences, and as a result drive better performance.

Here is how Adobe views programmatic and some key characteristics of programmatic today.

Automated buying of ads across channels and devices

Many think of display advertising and real-time bidding (RTB) when they think of programmatic but it includes the automated buying of ads on any digital channel including Search and Social.

Data driven

Data powers programmatic ad buying. To gain the most from programmatic, it’s all about using and applying data. This includes online and offline data, and 1st, 2nd and 3rd party data. Data powers the following benefits of programmatic:

  • Enables an advertiser to build and reach high value audiences
  • Fuels performance optimizations
  • Powers personalized dynamic experiences
  • Drives automated ad buying decisions across channels and devices

Transparency

Advertisers have financial transparency into media costs by ad inventory source, and visibility into where their ads are running.

Advertising has come a long way

Today’s advertisers have access to integrated buy side tools – from audience management (DMP) to media buying (DSP) to dynamic creative optimization (DCO) – to help them most efficiently meet their online advertising objectives.

Programmatic ad spend continues to grow at a fast pace. According to IDC, global programmatic display spend will grow from $10B in 2014 to $70B in 2019. 60% of display transactions will be programmatic by 2019.

For advertisers that are embracing programmatic ad buying and leveraging their businesses audience data, the result is more efficient ad buying, better audience targeting across channels, and better performance results.

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Read the original blog post at - https://blogs.adobe.com/digitalmarketing/advertising/15-years-of-defining-programmatic/

rahulbhatia1
Employee
August 31, 2016

Edit: This article has been published as a Knowledge Base article for Adobe Media Optimizer and can be viewed here yes

 

Smart Bulk Actions feature of AMO Social

 

In this article, we will discuss about using the bulk actions feature of AMO Social mainly cloning of Facebook ad sets using which you can create or clone 1000s of Facebook campaigns, ad sets and ads with just click of a few buttons and the Formulaic bid changes.

You can create new Facebook ad sets by cloning the settings from existing ad sets. You can optionally include clones of all of the ads in the existing ad sets, and either apply all of the existing labels to the ad sets/ads or change the labels.

There are 2 options to either clone the ad sets in the same campaign or create a new one. The new ad sets are created in the same campaigns as the existing ad sets, but you have the option to create new campaigns for them. When you clone the selected ads, they have the same settings as the existing ads, including the same ad group names, but naming conventions can further be tailored.

Clone Ad Set/Campaign

  1. From the main menu, click Social > Campaign Management > Facebook, and then click the Ad Sets tab.
  2. Filter out the list to include specific ad sets by selecting the check box that you want to clone.
     
  3. As shown in the below toolbar screenshot, click Bulk Actions.

  1. A Bulk Edit window will open, where you can choose the following:
    1. Clone Ad Set/Campaign
    2. Create new campaigns
    3. Formulaic bid change
    4. Budgets
    5. Change status
    6. Labels
  2. Follow these steps to clone or create new campaigns
    1. Specify whether or not to change the status of the source campaigns:  Do not changePauseDelete, or Activate.
    2. Specify the status of the new campaigns:  PauseDelete, or Activate.
    3. Specify the naming conventions for the new campaigns:
      1. Append original name with “-clone” — To specify the naming conventions to be used for new or cloned ad sets/ ads.
      2. Append “Time/date stamp” — To append the time and date at which the new campaigns are created.

 

  1. Creating or Choosing Labels
    1. Add new label(s) - To create new labels to assign to the new ad sets, select the check box and then enter the new label names.

 

  1. Add existing label(s) - To assign existing labels to the new ad sets, select the check box and then enter the existing label names.

 

  1. Inherit labels from source adsets/campaigns - To remove inherited labels from the new ad sets, select the check box next to Remove label(s) and then enter the inherited label names to remove.

 

  1. Preview or apply the changes
    1. To immediately post the new ad sets and ads to Facebook, click apply.
    2. If there will be any errors, they are visible under Social > Campaign Management by moving the slider on the upper right from Live to Staged.
    3. To just preview and not to post the changes to Facebook, please click Preview. The staged view will be displayed.
    4. When you are previewing unposted ad sets in the staged environment you can also do any of the following changes:

i.Edit the ad set settings orad settingsif necessary.

ii.Post thead setsoradsto the social network.

  1. If any ad sets or ads under them cannot be posted, the" Post Status" column for that ad set or ad indicates the error.

 

 

 

Formulaic bid changes

 

Follow the same first 4 steps which we discussed above to access this option and then follow the below steps:

 

  1. The currency, optimization goal and billing event will automatically be displayed for the selected ad sets.
  2. Choose from the below 2 options

 

 

  1. Enable Facebook Auto Bid – This option allows Facebook to set bids automatically. With this option, the ad set budget must be at least 5 USD, and you won’t enter a bid. Facebook will bid as low as possible while making sure to spend the ad set budget in the specified time.
  2. Action - If you will uncheck the auto bid functionality, action feature will be enabled and it can be used to increase or decrease the current bids for the selected ad sets by x% or x$ as defined by the user. Furthermore, you can also set threshold levels for bids or set all ad sets bids to a particular amount.

 

 

Using bulk actions feature of AMO not only saves time when we have to create and push thousands of ad sets and ads, with settings which are similar or different, but also helps us in automating naming conventions to use for our campaigns, changing or adding new labels, updating the status of the campaigns and automating bids for thousands of ad sets and ads in one go, which otherwise would have taken 3 or 4x extra time in any other user interface such as Power Editor.

nidhik
New Participant
August 29, 2016

By Nidhi Kapoor, AMO- Senior Consultant, Adobe

Edit: This post has been published as a Knowledge Base Article for Adobe Media Optimizer and can be viewed here yes

Bid & Average Position Constraints - Substantial Support in Competitor Strategy.

 

In a day to day marketer’s life word ‘competitor’ plays an important role. Some part of success for a marketer lies if he/she can steer their marketing efforts through the turbulent marketing environment by doing it better than competitors.

 

As we all know there is no mantra to be positioned always ahead in marketing efforts or value proposition than competitors but yes there are some smart moves that can be tried to enhance all marketing efforts.

 

In Search marketing we all know how competitive the industry is. With changes from Google for right hand side ads, it has gone to extreme competition now from bid/CPC to ad position. This in turn contributes to overall conversions efficiency.  In such an environment if some great tool and a feature can help us expedite our search marketing efforts and stay ahead from competitor’s ad position can be very useful.

 

Average Position on search ads has a good weight in fetching traffic and brand awareness. Maintaining the position is also not that easy. Yes, this is where Adobe Media Optimizer’s (AMO) ‘Bid & Position Constraint’ feature can support in maximizing the efforts.

 

Case Study

See a case study as an example of performance below where the brand generic search ads were fluctuating from the position 1 and securing the competitive impression share. Though the impression share was higher than competitors, however, as the keywords included brand terms, it was expected to maintain the position 1 with good impressions and outranking share.

 

To ensure the longer appearance in a day and at ad position 1, daily budget limit was increased as the first step. Despite that the average position was fluctuating throughout the day and competitor’s ads were seen at ad position 1 occasionally.

 

In such case, a ‘Bid & Position’ constraint feature of AMO was advised to be tested. It is a simplest type of constraint option in AMO which allows to restrict optimizer’s keywords bids to a bid and position range specified.

 

A test for two weeks was run to see if that helps in maintaining the position ‘1’ and increase in impression share to some extent. Following were the results secured after two weeks compared with previous weeks and helped the case with some improvement in its metrics.

 

 

  • Impression share increased by 15%.
  • Ad’s avg. Position improved by 20%.
  • Outranking share improved by 70% from the immediate competitor.
  • Impressions decreased by 13% WOW, however, with improved avg. position, overall traffic increased by 97%.

So by setting up the AMO’s bid and position constraint as 1 and assigning the max. bid value to it, helped the case and keywords to maintain their ads’ position during the test period and secured improved results than its competitors.

How did this happen, what are these constraints and how do they help? Let’s see below.

 

What are Constraints?

Constraints are bid rules that can restricts bid on bid units (keyword + match type) to a specific range or position range to support in maximizing the objective*.

Constraint’s rules are an optional feature AMO provides to support and maximize the objective. It can be applied to bid units associated with label.

 

What are Labels?

Labels are a group of entities under a common name for the purpose of reporting, management and constraining*.

Any entity such as keywords can have multiple labels. Also, any label can have multiple entities such as Keywords, ad groups, campaigns etc.

 

How to create a constraint?

  1. A Label needs to be created first. To create a label, following steps are to be taken.
  2. Create a label or select a pre-existing label and assign to entities.

For e.g. Click on Search            Campaigns           Labels              Create Labels following screen will appear.

 

 

  1. Once the label is created by executing above steps, go to the entity level such as keywords in search tab and select the keywords by selecting the check box and assign those to the created label and save changes.

 

 

  1. Once the above step is done, label tab should be visited to see the entities assigned to the label and also to create a constraint further.
  2. To configure the constraint:
  • Click on the cog beside the label created.
  • Define Keyword level conditions. Multiple conditions can be applied for each constraint. These conditions can be evaluated as ‘And’ or ‘OR’.
  • Select constraint type from the drop down option and set values if applicable.
    • Bid & Pos. Constraint (It is covered in this article where ‘Min Pos’ ‘Max Pos’ and ‘Min and Max Bid’ were advised efficiently)

 

  • Variable Bid & Pos. Constraint (Create a single constraint that has different min/max bid and/or min/max position constraint values for each keyword associated to the constraint*)
  • Context Sensitive Bid (Keywords can be bid to the average CPC of the portfolio, campaign, or ad group it belongs to*)
  • Incremental Bidding (Bid keywords incrementally from their current bid to a target bid*)
  • Search Engine Minimum Bid (This constraint will use the minimum CPC bids set by the search engines as the optimizer’s minimum bids*)
  • Performance constraints (This constraint is based on bid unit’s performance)
    • CPA Target
    • ROI Target
    • Margin Target
  • Bid Shift (The Bid Shift constraint allows you to shift bids up or down from the current optimized bid for all constrained keywords*)

 

  • Define run period, outside that optimizer will have full control of bids.
  • After configuring the constraint, click on the ‘Save’ button.
  • Once the label has been constrained, the label will appear with an icon to show that it is constrained label in the left navigation panel and in the label drop-list.

 

It is not always guaranteed by setting up the constraints such as in the above case the ‘Bid and Position’ constraint, the ad will appear at position 1 always. This could be of various reasons such as if the daily budget limit is reached then it will be difficult to maintain the constraint positioning for rest of the day. However, by setting up these we are actually prioritizing the rule in AMO and directing technology to action accordingly. 

 *Definition taken from AMO training material from Gauri Bhat.

TanmayMathur
Employee
August 30, 2016

The Blog Post below is from Cici DeWaal, Social Advertising Manager at Adobe

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Getting the most from your marketing dollar isn’t as straightforward as it has been in the past. Social media has changed dramatically over the past few years, and marketers have had to quickly learn the art of using social advertising as part of an effective digital strategy.

Why have social platforms evolved? Simple: They need to make money. And most of the big ones—Facebook, Twitter, and LinkedIn, for example—are turning to their communities to secure advertising revenue. Paid social media is a fantastic avenue to reach your desired audience, but if you’re not smart about how you go about it, you could lose ground quickly. New to the pay-to-play space? Try these tips to get started.

Develop The Skill Set For Paid Social
Doing social advertising well on the major platforms requires a basic foundation in ad buying and bidding. Part of your learning strategy can include borrowing skills from other departments within your organization. The search or SEO team likely has experience bidding on different platforms, using handy techniques for setting up paid campaigns on social channels. Audience targeting is another useful skill for serving your social ads to the right audience.

Many of the social networks are beginning to publish their own resources—check out Facebook, Twitter, and LinkedIn. A lot of the learning will start as you begin to test and create your own campaigns. Though each of the networks have slightly different terminology and set up, a lot of the functions are similar.

Learn From the Platforms Themselves.
In the absence of available formal strategies for implementing paid social, the platforms themselves are improving resources for those just starting out. Facebook and Twitter have comprehensive resource centers—and occasionally, helpful training webinars—with information on how to create and manage paid campaigns. Of course, if you spend enough money, many of the platforms will assign your company its own representative. LinkedIn also has a helpful section on marketing solutions for the beginner looking to implement paid features.

How Paid Social Works: What Can You Expect?
Getting started with social advertising is a relatively simple process. Navigate to the ads dashboard and login; this is where you set up your account and create and fund your campaign. You usually begin by defining your target audience and then creating content to be promoted. Within each platform, you have the ability to manage your campaign—whether checking on live content, promoting content more aggressively, or creating new content altogether.

To make things easier, Twitter has six or seven predesigned campaign types that can be helpful if you’re just starting out. Twitter designed these to help optimize your campaign whether you want to gain more video views or increase engagement. While it can be tempting to set and forget, staying actively involved in your campaign is good practice.

When funding a specific campaign, or “bidding,” be sure to set a maximum campaign budget. A defined maximum amount will automatically stop the platform from spending when it reaches your bid amount. Setting an upper threshold will save the campaign from going over budget if you forget to turn it off or pause it. Lowering your bid can also help set the pace. Bid high to start and then drop the threshold as you see it beginning to gain traction.

Build Paid Social Skills In-House.
Do companies need dedicated teams of paid social media experts to be successful? The way the industry is going, yes! Ultimately, the goal of your campaign will depend on what you want your audience to do—read an article, download a whitepaper, watch an empowering video, or something else altogether. However, it’s helpful to have a group of people within your social team—even if it’s an extension of your organic team—to handle social media advertising. They know which content performs well, and building this skill set in-house, rather than with a third party, creates more value within your social team.

Put It all Together!
As social becomes even more pay-to-play for brands, more challenges emerge. Securing a budget large enough to make a meaningful investment in paid social is still an uphill battle for many social marketers. The techniques involved in paid social aren’t excessively complex, but gaining that knowledge is more difficult, as the industry still lacks a single go-to resource to gain the necessary skills. On the plus side, paid social is a convenient and proven way to reach your desired audience. Unlike many traditional marketing campaigns, social media advertising makes it possible to see exactly where the money went—and what value it drove! 

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Read the original blog post at - http://www.cmo.com/opinion/articles/2016/8/11/a-beginners-guide-to-social-media-advertising.html#gs.SSKD8ew

TanmayMathur
Employee
August 31, 2016

The Blog Post below is from Cici DeWaal, Social Advertising Manager at Adobe

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DMP 101: Basics for Brands, Publishers and Agencies

The Internet is a very different place today from what it was just a couple of years ago. The explosion of personal devices, especially mobile ones, now has people using up to six screens every day. And, although Internet users remain diverse, they are quickly becoming uniform in their desires for seamless, amazing experiences that connect them with your brand. If they don’t receive personalized, contextually relevant, real-time experiences, they are more than happy to visit your competitor.

During one of this year’s Summit sessions, participants learned the most common data-management platform (DMP) jargon as well as the differences between a true DMP and basic segmentation features, and they looked at use cases and strategies for deploying a DMP. Following are some highlights from that session.

Too Much Data From too Many Sources
To provide the experiences that today’s customers expect, organizations are faced with collecting lots of data from different sources so they can get to know their audience at every touchpoint and on every channel. Sources and formats of data from Web-analytics providers and customer-relationship management (CRM), point of sale (POS), and shopping-cart systems have to come together so you can figure out how to properly target a specific audience segment. The prime goal for everyone is to understand the customer journey to gain a 360º view of customers’ interactions and behaviors. Once you figure that out and define audience segments, pushing a campaign out to different platforms and responding to the results can be a nightmare if your processes are spread out among different providers and formats.

Putting all this data collection, segment generation, and campaign implementation together is confounding marketers today. Those who attempt to do all this manually by using a variety of siloed systems are finding the task far from optimum — and sometimes nearly impossible!

It is in response to this situation that the DMP has come into its own.

Forrester defines a DMP as: “A unified technology platform that intakes disparate first-, second-, and third-party data sets, provides normalization and segmentation on that data, and allows a user to push the resulting segmentation into live interactive channel environments.” It is the backbone of the modern-day marketing challenges we all face in a world where information is coming at everyone from every direction.

Most marketers are dealing with more data and data types than they know what to do with. It can be challenging to interpret first-party data collected by your company (such as CRM, transactional, and call-center data), second-party data you receive from partners (such as loyalty-program and spend-pattern data), and third-party data you might purchase (such as geographic and demographic data) that is spread out over different systems.

An integrated, uniform data-management platform can combine all these pieces to help you design the experiences your customers have come to expect. Here’s why you need a DMP:

  • To Avoid Mixed Messaging: Fragmented data sources, multiple databases, and different data formats are probably resulting in fragmented messages since the people managing each of those data sources may have different ideas about how things are defined. This is likely resulting in disjointed experiences for your customers on your different channels.
  • To Cater to Unique Audiences: Each of your systems has its own audience that should be managed individually. The audiences of your analytics platform, your testing and operations efforts, your multichannel campaigns, and your media and ad-buying efforts all have their own needs and interests.
  • To Deliver True Relevance: You need to deliver contextually relevant messages and experiences. If your content is irrelevant, customers cannot relate, and you will lose customers.
  • To Eliminate Privacy Concerns: You need robust and consistent security, eliminating the privacy concerns you face when your data is stored in different systems, servers, and databases.
  • To Automatically Create New Audiences: You need to have the ability to say, “I need more people like that!” and automatically build a new audience based on desired criteria.

Adobe is uniquely positioned to serve its clients’ data-management platform needs because it has a single, unified platform based on world-class security standards with no outsourced capabilities. The customer experience is assured to be consistent across all channels, and all digital assets are coordinated with ongoing marketing campaigns. Whatever DMP you choose, make sure it can give you the 360º customer view you need.

It is very challenging to manually interpret fragmented data to gain a 360º view of your customers and understand their journeys with your brand. For example, without an automated DMP, you will have a very difficult — if not impossible — time determining:

  • When spouses are using a shared home computer (cookies will not help you here),
  • When potential customers are visiting a partner site on their smartphones,
  • When users have logged off and started browsing,
  • When customers visit your brick-and-mortar store.

An integrated DMP will allow you to:

  • Understand the difference between customers and prospects,
  • Recognize your customer on every platform — a 360º view,
  • Become smarter about your customer-acquisition efforts,
  • Develop a robust retention strategy,
  • Suppress campaigns when needed (such as when a customer buys something and should be taken off the prospect list and put on a support list), and
  • Create brand awareness around customers’ wants and needs.

Choosing a DMP as part of your organization’s digital transformation can seem daunting, but there is tons of experience out there to help you navigate what can be an opportunity to increase your conversion rates by providing the dynamic experiences customers are demanding.

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Read the original blog post at - https://blogs.adobe.com/digitalmarketing/web-experience/s208-dmp-101-basics-brands-publishers-agencies-doug-moore-krista-vezain-post-summit/

rahulbhatia1
Employee
August 25, 2016

Edit: This post has been published as a Knowledge Base Article for Adobe Media Optimizer and can be viewed here yes

 

 

Use of dynamic parameters in AMO Social

 

Dynamic parameters are the best way to track things and automate when building ads in AMO social.

 

For e.g. If we need to build a campaign with 10 different ad sets having 50 ads. It is easy to create 50 ads in one go, but can be quite painful to create or change names of 50 ads which are different in terms of creative as well as changing names of ad sets which differ in details such as age and gender targeting etc.

 

  • Dynamic Parameters can be used for Ad Set Names and Ad Names
  • Access them just by entering “{ “ (bracket) while typing the name of your AdSet or Ad
  • Dynamic Parameters automatically append naming conventions from 12 different parameters and pick them including image name, placement, gender and device

 

   

 

AMO Bulk Ad Creation Workflow

 

 

 

Results after campaign creation in Facebook Power Editor:

 

 

 

This automation activity saves a lot of time and enhances productivity. In our example above, we can save around 10 - 15 minutes if we have to create 1 campaign – 5 ad sets – 50 ads.

TanmayMathur
Employee
August 26, 2016

The Blog Post below is from Tim Wadell, Director, Product Marketing at Adobe

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Cross-Channel Advertising With Adobe Media Optimizer

A decade ago, marketing options were limited on digital platforms. The focus was largely on search and banner ads. Things have changed greatly with advances in data collection and management, audience segmentation, numerous social-media platforms, video and mobile ads, and the ability to attribute value to the various touchpoints a consumer engages along the path to an ultimate conversion event (not just retail).

And, when you realize that marketing departments always have limited budgets — especially when unable to tie their efforts to ROI — it highlights the importance of understanding which channels are working. It is also vital to realize which types of ad campaigns and collateral work on which platforms and for which audiences.

Of course, this is easier said than done. As agencies and customers attempt to understand, return on ad spend (ROAS) or return on investment (ROI) can be tough to confidently quantify. It can be even tougher to drill down for further insights. To prepare your organization to receive cross-channel insights on your advertising campaign, you need the following foundation:

Data-Capture Mechanisms: If you are not capturing data on your campaigns — including clicks, visitors, users, and the demographics that go along with these things — it is virtually impossible to determine whether your campaign is effective. At a bare minimum, an organization needs to capture the results of their campaigns before they can begin to get actionable insights regarding what is working.


Clean Data: Tied in with the first point, if the data you are analyzing is not clean, your insights will not be as valuable as they could be. Clean data can mean a number of things: ensuring that data is being pulled from all the correct sources, is mapping to the correct fields, or even that it is being collected in a standard format. For example, if you want to understand whether you have more customers in New York or California, you would likely run a query to find out. However, if the data in the “state” field in your database contains values like NY, New York, CA, California, or Cali, this query is likely to miss customers and be inaccurate as a result. Clean, standardized data is a must when it comes to gaining insights.


Cross-Channel Analysis: Once you have hit these first two items, it is critical in today’s digital landscape to be able to understand that the majority of your customers will have multiple touchpoints with your brand before they convert. All brands need a mechanism for understanding what is happening across various digital channels.


Now that you have taken the necessary steps to be on all the appropriate platforms available, make sure that you also take the steps to understand where your efforts are most effective. In this paper, we explain the key points that all marketers should consider in their deliverance of cross-channel advertising.

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Read the original blog post at - https://blogs.adobe.com/digitalmarketing/analytics/cross-channel-advertising-adobe-media-optimizer/

TanmayMathur
Employee
August 29, 2016

The Blog Post below is from Pete Kluge, Group Product Marketing Manager, Adobe Media Optimizer

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Adobe Media Optimizer Accelerates Display Advertising with New Cross-Device Capabilities

Today, Adobe continues its innovation in programmatic ad buying by announcing cross device attribution, reporting and targeting capabilities at Adobe Summit. We announced the new Adobe Marketing Cloud Device Co-op and Device Graph Core Service, which will be available to Adobe Marketing Cloud and Adobe Media Optimizer customers. Through its connection with the Co-op, customers of Adobe Media Optimizer (AMO), our programmatic ad buying platform, will be able to track, target and report on campaigns across mobile, tablet and PC.

Industry statistics cite fifty percent of display ads are expected to be transacted programmatically by 2019. Worldwide programmatic display spend is forecast to almost triple from $20B in 2016 to $56B in 2019. Most of the growth is driven by mobile and video.

It’s a multi-device world and digital marketers are adjusting their advertising strategies accordingly. AMO is rolling out a torrent of new features continuing to build on its industry leading display offering.

Cross Device Attribution, Reporting and Targeting

Digital marketing has historically looked at each user and device combination as a “unique visitor” rather than as an individual person using many devices. The Adobe Marketing Cloud Device Co-op will connect devices to people, allowing advertisers using AMO to scale their cross-device campaigns for true people-based marketing.

AMO customers that opt into Adobe’s new Co-op will have a complete picture of the effectiveness of their advertising campaigns. Instead of attributing revenue from customers converting on a single device, an advertiser will be able to track how users interact with their brand across multiple devices and accurately attribute revenue and conversions. Additionally, an advertiser will be able to target those customers throughout their journey as they travel across multiple touchpoints, reaching them with relevant experiences.

PK Summit 

Growing Video Channel to include Real Time Bidding

Much of the growth in programmatic ad spend will come from video over the next five years. Video is expected to be the primary ad unit by 2020, according to some sources. AMO already connects with Facebook video through the social channel, taking advantage of Facebook’s massive user base of 1.5B and 8B daily video views.

We’re pleased to announce that AMO is now ramping up its video offering by connecting to real-time bidded video inventory on the Google Ad Exchange and other exchanges. The key benefits to our customers will be the ability to:

  • Buy and optimize in-stream and in-feed video ads with transparency, efficiency and control
  • Target high-value Adobe Marketing Cloud audiences
  • Reporting and attribution to understand impact across display, social and search channels

Connecting Analytics & Audience Manager Segments to Dynamic Experiences

AMO dynamic creative optimization (DCO) allows advertisers to reach granular audiences with flexible ad creative that is personalized in real-time to drive user engagement and conversions. It offers a broad range of campaign and audience targeting options to meet a brand’s specific needs and goals with flexible, custom ad layouts, allowing for real-time optimization of creative content and ad elements for all device types.

Newly announced at Summit, AMO DCO is now connecting with Adobe Marketing Cloud audiences. This means an advertiser can now use audience segments from Adobe AnalyticsAudience Manager and Adobe Media Optimizer to define and inform a dynamic creative experience.

The audience segment triggers a unique creative theme or layout, and DCO automatically renders the dynamic content with elements like price, product, images, locations and promotional copy.

Adobe continues to Super Charge its Industry Leading Programmatic Platform

Adobe is redefining digital marketing and advertising by connecting its Marketing Cloud audiences to programmatic advertising, and offering a comprehensive buy-side ad stack with the industry’s most advanced cross-channel programmatic ad buying platform. According to Forrester’s Digital Experience Platforms report:Adobe’s integrated platform leads the market. Adobe has established a platform of best-of-breed technologies that support marketing activities.” (Forrester Wave™: Digital Experience Platforms, Q4 2015)

With the new Adobe Marketing Cloud Device Co-op and Device Graph Core Service, we are addressing the needs of agencies and advertisers to prepare them for the forecasted explosive growth in mobile and video programmatic ad spend over the next five years. Adobe is addressing advertiser needs for the management, buying, and delivery of programmatic advertising in a multi-device world by providing a complete picture of the user for targeting, attribution, and reporting across devices.

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Read the original blog post at - https://blogs.adobe.com/digitalmarketing/advertising/amo-display-video/

Employee
August 25, 2016

Edit: This post has been published as a Knowledge Base Article for Adobe Media Optimizer and can be viewed here yes

 

Changing Objective through Bulksheets

  • Objectives can only be set for new campaigns built through Bulksheets , it cannot be modified once the build is in place.
  • We need to update Column L – L3 Campaign Objective to change the objective as per requirement and delete all the IDs from column FS to FV as new Campaign,Adsets and Ads will be created.
  • For all the be below mentioned objective we need to change the following in bulksheet , Column FY- optimization Goal.
                                         
L3 Campaign ObjectiveOptimization GoalPromoted Object
WEBSITE_CONVERSIONSRequiredRequired
WEBSITE_CLICKSRequiredNA
MOBILE_APP_INSTALLSRequiredNA
POST_ENGAGEMENTRequiredNA
VIDEO_VIEWSRequiredNA
PAGE_LIKESRequiredNA
LEAD_GENERATIONRequiredNA

Picture8

 

  • For objective Website conversions we need to assign Pixel in following format and for others this field should be blank

{“pixel_id”: “6027919878144”}  ( Promoted Object column – GI).

Trackers

  • The method by which destination URLs are generated for the account:
    • EF Redirects are generated by default for all the builds through AMO for Social
    • Only agency account managers, Media Optimizer account managers, and administrators can change this value from the default.
  • View tags and URL tags are generated per Ad in Bulksheet – VT tags are not generated for Custom audience targeting.
  • Pre-Sync : Instructs Media Optimizer to synchronize its files with the specified campaigns to ensure that all data is the same.
  • This functionality can be used to generate the tags after the build is complete is case of the missing tags
    • We just have to download bulksheet with presync functionality Checked and upload it again without changing anything in the bulksheet
    • Example where Presync can be used to Generate tracking tags:
      • Campaign created with placement selected as news feed
      • Picture7
      • Ad set created for Custom Audience but later assigned interests in Power editor

Changing Ad copy

  • Changing any of the Ad properties will create a new post in Power editor
  • First step here would be to remove the Link object ID – Column FO

 

  • Changing Ad properties
    • Changing Body Text can be done by changing Column Q- Message ( Column P also contain the same text however can be left as it is)
    • Changing Image need Image properties and should be uploaded in the system
    • Changing URL – need to edit the URL in column T (Base URL).
    • Need to change the URL in same format as present in bulksheet.
    • Headline, Display link, Description and Call to Action need to be edited in their respective column W,X,Y and Z.

Example: To create Two Ad sets with three Ads each

  • Follow steps mentioned in slides 2-3 to download Bulk sheet of already created Ad set with three Ads
    • Change the name of Ad sets in column D
    • IDs need to be removed from Column FT to FV the creation of Ad, Adset or campaign
    • Column FP – FR Show status , should be Active or Paused.

Picture6 Picture5

  • L3 campaign ID with remain As it is , this denotes the campaign ID
  • Copy Row 2-5 in bulksheet to create As many Ad sets or Ads , for this example we are creating two Adsets with three Ads
  • We will copy and paste row 2-5 just below in the rows 6-9.
  • Save the bulksheet and Upload
  • This will create Two new Adsets with three Ads in each for the same campaign.
  • Example Bulksheet to be uploaded

Bulksheet Layout

  • Taking example for Facebook Bulksheet here.
  • Structure of this bulksheet assuming a campaign with one adset and one ad
  • To simplfy steps , I have broadly classified Bulksheet Columns as below
                                           
  Column 
RowAd set Properties  
 Ad propertiesP – AAPost properties
  AB – CWCarousel Ad properties(Multi product Ad details)
  DD – DHTag details (View tag and URL Tag)
  FM – FVID
  FW – GBAd Specs linking in IDs
  • To make new campaigns through Bulksheets
  • Name of campaign should be unique for account
  • IDs need to be removed from Column FS to FV depending on the creation of Ad, Adset or campaign
  • Column FP – FR Show status , should be Active or Paused.
  • Save and post.

Bulksheet

A bulk sheet is a file that contains campaign data in a specific format and can be used to quickly create new or modify existing campaign structure data and ads.

  • Creating Bulksheet :
  • Click the Social tab. In the submenu, click Bulksheets.
  •  
  • Picture2
  • In the toolbar, click Download Bulksheet.
  • Picture1
    • Specify the bulk sheet settings:
      On the Selections tab, enter or select information in the fields.
  • Picture4 Picture3
  • (Optional) On the Filters tab, indicate criteria for specific ads to include in the bulk sheet:
    Select a parameter (account, campaign, or ad group name or ID; or any element of an ad), select an operator, and then enter the applicable value.
  • ClickDownload.
    When the task begins, the file is listed on the Bulksheets tab. When the file is created, you will receive an email notification with a link to the file; depending on the amount of data being compiled

Introduction

Media Optimizer supports your marketing efforts on social networks by allowing you to track and manage your Facebook campaigns — as well as your campaigns across all of your other online marketing channels — in one place. You can perform all campaign management tasks and bidding tasks, and optionally add your ad sets to optimized portfolios so Media Optimizer can optimize their ad set budgets.

As you make changes to campaign data, Media Optimizer immediately pushes the data changes to the social network. Media Optimizer also pulls campaign structure data from the social network account once a day (or more often when new campaigns are detected) and on demand as requested. Media Optimizer also pulls click and user engagement data from Facebook hourly.

 

For this Blog I will be mainly focussed to the best practices  assuming we all have little Idea of using AMO for our Social marketing work

Employee
August 24, 2016

By Manu Malhotra, AMO-Consultant, Adobe

Edit: This post has been published as a Knowledge Base Article for Adobe Media Optimizer and can be viewed here yes

Analysis Made Easy: Advertising Insights

I am consulting an international apparel and accessories brand which is a leader in its space. Often times, I am asked to improve customer experience, better the ROI and adjust spending levels to achieve the targets. Raising the game, day on day is a norm. Many of you, my fellow passionate Digital Marketers might resonate with it, right? This is what most of us are engrossed with.

However, for all this to manifest, we do tons of information download in excel and csvs of the world. God forbid, at times it gets to zipped files and txts, pivots and charts and then the presentation gets curated to be served in a way that makes the pitch impactful.

Are you going to hug me if I said that certain pieces of checks and analysis that we do on a regular basis is available on a click of a button in Adobe Media Optimizer? Yes, that’s right!

Advertising insights is a very interesting and impactful tool at the behest of a Search Engine Marketer.

Day of Week Spend

Do you find yourself managing optimal spend levels by Day of the Week? If yes, this is one stop destination to determine day of the week targets.

Match Type

I am sure you are interested in knowing whether broad keywords drive irrelevant traffic. Also you would like to quantify it, right? Match Type analysis helps the user gauge the bearing of recent account work on portfolio performance. It reports cost and revenue share of each match type over time.

Campaign Caps

You won’t mind checking the portfolio settings at regular intervals to achieve best possible return on investment, would you? Campaign caps report helps you check if the media spend is limited by budgets.

Portfolio Pre/Post

So, you made well thought out adjustments and carried out optimization tactics, and now is the time to evaluate them. Get your hands on this section – it gives you a quick comparison of portfolios that you select, up to five in one go, and reports their performance over two time periods.

Quality Score

In checking the overall health of account, quality score and its effect on CPC plays an important role.  This tool returns an analysis of portfolio's impression-weighted Quality Score trend over the last 90 days. The presentation provides a grid view of keyword counts in good, average and poor quality score brackets along with weighted revenue in each bracket.

Mobile Optimization

Mobile Bid Adjustments, custom creatives, mobile landing pages…you have done it all. But you still want to check device performance and gauge the current settings of mobile-specific optimization features. This is where you get more insights.

Settings Audit

Don’t miss any of the alarms – learning budgets set more than 10%, cost model half-life and revenue model half-life set beyond recommended levels, undesirable impact of constraints, and unassigned campaigns, all this and much more in a click of button is made available to you.

Location Target Performance Report

Reporting on clicks, cost, and weighted revenue for each location target in a portfolio is available in the Location Target Performance Report.

Perhaps, these tools will come handy as you plan and execute the digital marketing strategies to improve RoI and achieve digital marketing objectives for your clients.

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This article may be reproduced without my permission as long as it attributes in full and includes a link to this piece. (https://manumalhotra.in/2016/08/23/analysis-made-easy-advertising-insights/)