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How to Create an SEO Strategy for 2022 [Template Included]

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How to Create an SEO Strategy for 2022 [Template Included]

Here’s a cliche among digital marketers: search engine optimization (SEO) isn’t what it used to be.

Here’s a true statement you don’t hear as often: your SEO strategy for 2022 shouldn’t focus on keywords.

These days, most businesses understand the basic concepts of SEO and why it’s important.

However, when it comes to developing and executing a sound SEO strategy for your business, just creating content for the keywords your customers are searching for is both arduous and, well, wrong.

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In this post, we’ll explain what an SEO strategy is, and how you create your own to help you meet your content marketing goals.

Know exactly what you need? Jump to one of the following sections:

 

Having an SEO strategy is important because it helps you stay on track when creating content. Instead of just creating what you think people are looking for, your strategy will ensure that you’re creating content that people are searching for. 

For content marketing, an SEO strategy is a critical piece of the puzzle because it is how your content will come to be seen in the first place, especially in search engine result pages (SERPs). If your content is scattered and unorganized, search engine bots will have a harder time indexing your site, identifying your area of authority, and ranking your site pages.

Mobile SEO Strategy

Mobile SEO is an important factor to keep in mind when creating your overall strategy. Mobile optimization involves ensuring your site and site content is available and accessible to visitors on mobile devices, so they can have the same experience and receive the same value as desktop browsers. 

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Mobile optimization is incredibly important, as Google practices mobile-first indexing. This means instead of crawling a desktop site, the algorithm will use the mobile version of your site when indexing and ranking pages for SERPs. In addition, 61% of Google search queries in the U.S. occur on mobile devices. So, all things considered, your SEO strategy would be ineffective without prioritizing mobile optimization. 

While it’s not an entirely separate process, there are distinct considerations for mobile SEO like monitoring page speed, responsive site design, local SEO, and creating content that is high-quality, regardless of device it’s viewed on.

What is an SEO?

Search engine optimizers (SEOs) are people who optimize websites to help them rank higher on SERPs and gain more organic traffic. In essence, an SEO is a highly specialized content strategist that helps a business discover opportunities to answer questions people have about their respective industries.

There are three types of SEO that an SEO strategist can focus on:

  • On-page SEO: This SEO focuses on the content that’s actually on site pages, and how to optimize it to boost the website’s ranking for specific keywords.
  • Off-page SEO: This SEO focuses on links directed to the website from elsewhere on the internet. The number of backlinks a site has from reputable sources helps you build trust with search algorithms.
  • Technical SEO: This SEO focuses on a website’s backend architecture, like site code. Google cares just as much about technical set-up as it does content, so this position is important for rankings.

Bear in mind that every business has different objectives, so it is an SEO’s job to examine their industry, determine what their audiences care about, and develop a strategy that gives them what they’re looking for. 

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Below we’ll go over some steps you can take to ensure your SEO strategy sets you up for success. 

1. Make a list of topics.

Keywords are at the heart of SEO, but they’re no longer the first step to achieving organic growth. Instead, the first step is to make a list of topics you’d like your content to address. 

To start, compile a list of about 10 words and terms associated with your product or service. Use an SEO tool ( Google’s Keyword Tool, Ahrefs , SEMRush or GrowthBar just to name a few) to research these words, identify their search volume, and come up with variations that make sense for your business. 

By doing this, you are associating these topics with popular short-tail keywords, but you’re not dedicating individual blog posts to these keywords. Let’s go over an example of this process using the image below.

google adwords keyword tool screenshot resized 600

Let’s say a swimming pool business is trying to rank for “fiberglass pools,” which receives 110,000 searches per month. This short-tail keyword can represent the overarching topic for creating their content, but the business will also need to identify a series of related keywords to include in their content. For example, they could opt to use the “fiberglass pool prices,” or “fiberglass pool cost,” to achieve additional rankings for the overall keyword of fiberglass pools. 

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Using search volume and competition as your measurement, you can create a list of 10-15 short-tail keywords that are relevant to your business and are being searched for by your target audiences. Then, rank this list based on monthly search volume. 

Each of the keywords that you’ve identified are called pillars, and they serve as the primary support for a larger cluster of long-tail keywords, which we’ll discuss below.

2. Make a list of long-tail keywords based on these topics.

During this step you’ll begin optimizing your pages for specific keywords. For each pillar you’ve identified, use your keyword tool to identify five to 10 long-tail keywords that dig deeper into the original topic keyword.

For example, we regularly create content about SEO, but it’s difficult to rank well on Google for such a popular topic with this acronym alone. We also risk competing with our own content by creating multiple pages that are all targeting the exact same keyword — and potentially the same SERPs. Therefore, we also create content on conducting keyword research, optimizing images for search engines, creating an SEO strategy (which you’re reading right now), and other subtopics within the SEO umbrella.

This helps businesses attract people who have varying interests and concerns — and ultimately create more entry points for people interested in what you have to offer.

Use your long-tail keywords to create blog posts or web pages that explain the specific topics within the pillars you’ve selected. Together, all of your long-tail keywords create a cluster around a pillar topic. Search engine algorithms depend on the relationships between clusters to connect users with the information they’re looking for.

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Here’s a short video on this concept:

Think of it this way: the more specific your content, the more specific the needs of your audience can be, and the more likely you’ll convert this traffic into leads. This is how Google finds value in the websites it crawls — the pages that dig into the inner workings of a general topic are seen as the best answer to a person’s query, and will rank higher.

3. Build pages for each topic.

When it comes to websites and ranking in search engines, trying to get one page to rank for a handful of keywords can be next to impossible. But, here’s where the rubber meets the road.

Use the pillar topics you came up with to create a page or post that gives a high-level overview of the topic using the long-tail keywords you came up with for each cluster in step two. These pillar pages can essentially be a table of contents, where you’re giving a description of the main topic, and briefing readers on subtopics you’ll elaborate on in other posts.  

Ultimately, the number of topics for which you create pillar pages should coincide with your business needs, like the number of products and offerings you have. This will make it much easier for your prospects and customers to find you in search engines no matter what keywords they use.

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4. Set up a blog.

Blogging can be an incredible way to rank for keywords and engage your website’s users. After all, every blog post is a new web page and an additional opportunity to rank in SERPs. If your business does not already have a blog, consider creating one.

As you write each blog post and expand on your clusters, you should do three things:

  1. Don’t include your long-tail keyword more than three or four times throughout the page as Google doesn’t consider exact keyword matches as often as it used to. In fact, too many instances of your keyword can be a red flag to search engines that you’re keyword stuffing to gain rankings, and they’ll penalize you for this.
  2. Second, always link out to the pillar page you created for your topics. You can do this in the form of tags in your content management system (CMS), or as basic anchor text in the body of the article.
  3. Once you publish each blog post, link to it within the parent pillar page that supports the subtopic. By connecting both the pillar and the cluster in this way, you’re telling Google that there’s a relationship between the long-tail keyword and the overarching topic you’re trying to rank for.

5. Create a consistent blogging schedule.

Every blog post or web page you create doesn’t necessarily need to belong to a topic cluster. There’s also value in writing about tangential topics your customers care about to build authority with the Google algorithms. 

With that in mind, make it a point to blog at least once a week. Remember, you are blogging primarily for your audience, not search engines, so study your target market and write about things that they are interested in.

It may be helpful to create a content strategy to remain consistent and focused on your goals. 

6. Create a link-building plan.

The topic cluster model is your way forward in SEO, but it’s not the only way to get your website content to rank higher once it’s been created.

While our first five steps were dedicated to on-page SEO, link-building is the primary objective of off-page SEO. Link-building is the process of attracting inbound links (also called backlinks) to your website from other sources on the internet. As a general rule, sites with more authority that link back to your content have a more significant impact on your rankings. 

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Dedicate some time to brainstorming all the various ways you can attract inbound links. Maybe you’ll start by sharing links with local businesses in exchange for links to their own sites, or you’ll write a few blog posts and share them on different social media platforms. You can also approach other blogs for guest blogging opportunities through which you can link back to your website.

7. Compress media files before uploading them to your site.

This is a small but important step in the SEO process, especially for mobile optimization. 

As your blog or website grows, you’ll undoubtedly have more images, videos, and related media to support your content. These visual assets help retain your visitors’ attention, but it’s easy to forget that these files can be very large. Since page speed is a crucial ranking factor, it’s important to monitor the size of the media files you upload to your site. 

The bigger the file size, the more difficult it is for an internet browser to render your website. It’s also harder for mobile browsers to load these images, as the bandwidth on their devices is significantly smaller. So, the smaller the file size, the faster your website will load. But, how do you compress images and still retain quality?

It’s worth considering the use of a compression tool to reduce file sizes before uploading images, videos, and gifs. Sites like TinyPNG compress images in bulk, while Google’s Squoosh can shrink image files to microscopic sizes. However you choose to compress your media, keeping files in the kilobytes (KB) range is a good rule of thumb.

8. Stay up-to-date on SEO news and best practices.

Just like marketing, the search engine landscape is ever-evolving. Staying on top of current trends and best practices is an important strategy, and there are multiple online resources that can help you do so. Here are a few resources to check out:

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9. Measure and track your content’s success.

SEO can take a lot of time and effort, and, because of this, you’ll want to know if your strategy works. It’s important to track your metrics to understand the success of your overall process, and identify possible areas for improvement. 

You can monitor organic traffic using your preferred web analytics tool or create your own dashboard using Excel or Google Sheets. Also, tracking indexed pages, conversions, ROI, and your rankings on SERPs can help you recognize your success as well as identify areas of opportunity.

SEO Report

An SEO report is an overview of the SEO efforts you’ve enacted over a specific period of time. It essentially shows how successful you’ve been, as well as any areas that need improvement. Having a consolidated report also helps you present the data to relevant stakeholders to display why your SEO activities are important, and how they drive growth for your business. 

Your SEO report can contain metrics like organic traffic results, the SEO health of your website, inbound link generation, and also address any areas where growth has declined that need to be addressed for future improvement. 

The image below is an example of an SEO report from Ahrefs, where it has given an overview of the link building progress of the SEO efforts. 

seo report example

Image Source

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In order to fuel your SEO report, you’ll actually need to have completed some SEO activities, and below we’ll give some high-quality examples of successful SEO.

Best SEO Examples

As mentioned above, there are a variety of different things you can do for your business to enact your SEO strategy. Below we’ll go over some examples of what this looks like in practice that you can use as inspiration for your own processes. 

There are a variety of different things you can include in your SEO strategy, like: 

1. Writing compelling meta descriptions.

A meta description is the snippet of text below a title and link in search results. The description, well, describes the content of the page to the person conducting the queries so they know what to expect. 

The image below is the result of a search query for market research. 

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seo example: seo meta description

This is a high-quality meta description because it lets Google know exactly what the page contains, helping your content surface in the correct search results and helping audiences understand exactly what they’re about to click on. 

2. Getting content backlinks and inbound links.

A backlink, also called an inbound link, is when another website links back to your website or blog content. It’s usually placed as a hyperlink on a string of text that relates to your content and, when clicked, they’re taken to your site. 

 

Backlinks are an effective SEO tool because they show search engines that your content is authoritative and relevant, helping you rank higher in SERPs. The image below is an example of a blog post from Kicksta that has a backlink to a HubSpot Blog post. 

best seo examples: SEO backlink

Image Source

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3. Optimizing your site pages for page speed.

Page speed is how quickly the content on your website loads when someone visits a specific page on your website. Google began taking page speed into account for SERP rankings in 2018, making it a critical area of focus when you enact your strategy. 

 

4. Local SEO

Local SEO is improving search engine visibility for your business’s location. An effective local SEO strategy will surface your content in search queries from customers in your local area, letting them know your business is there to meet their needs. 

The image below is a SERP result for “best restaurants Brooklyn.” The three businesses that appear in results have an optimized Google My Business profile that contains information that helps it surface in results for Brooklyn-area restaurants. 

best seo example: local seo serp resultImage Source

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SEO Process

Once you’ve created your SEO strategy, you should also build a process to continue optimizing for new keywords and evolving search intent. Here are a few steps you can take. 

1. Historically optimize your content. 

Devote some time each month to updating old blog posts with new and up-to-date information to continue ranking in SERPs. You can also use this time to add any SEO best-practices that weren’t initially addressed, like missing image alt text.

2. Look out for changing keywords and new search intent.

After a few months, track how your blog posts are ranking, and which keywords they’re ranking for. This can help you adjust subheadings and copy to leverage new search intent that your audience may be interested in.

3. Add more editorial value to your old content.

Sometimes, you’ll find that a post is completely out of date. In this scenario, you should go beyond the average historical SEO update and give it a full refresh. You can do this by updating out of date information and statistics, incorporating new sections for added depth, and adding quotes or original data to give the post more referral traffic.

4. Create a monthly content plan.

To keep up with your SEO strategy, it can be helpful to create and refine a monthly content plan. You can place it into a spreadsheet, and your teams can track accordingly. The list below is an example of a content monthly content plan that takes the above steps into account. 

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With a monthly SEO plan like the one above, plus a tracking document like a search insights report, you can build out and execute on an efficient SEO strategy. You can also identify and leverage low-hanging-fruit topics to discuss related to your industry.

Create A Strategy That Supports Your Business Goals

Ranking in search pages can be difficult. While it may seem enticing to create content that is centered around high-traffic keywords, that strategy may not help you meet your business goals. 

Instead, opt to create an SEO strategy that helps you address your individual business needs, like increasing customer acquisition, for greater marketing success.

Editor’s Note: This blog post was originally published in April 2019 but was updated in February 2022 for consistency and freshness.

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Unlocking Hidden Revenue: The Inbox Retargeting Methodology

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Unlocking Hidden Revenue: The Inbox Retargeting Methodology

Page conversion rates have ALWAYS been a problem. The simple fact is most people don’t convert even on the most optimized pages. 

What’s why traditional retargeting on ad networks has been so dang powerful. While retargeted leads come cheap, they still aren’t free. Worse, you’re back competing against your competition in the ol’ ad auction system.

For the last 6 years, I’ve been using a tactic called Inbox Retargeting to identify who lands on my key pages and directly reach out to them in their inbox.

No more ads. No more auctions. Just a targeted contact that showed they were interested, but didn’t quite take the leap yet.

Before I dive into the “What’s” and “How’s”, this tactic can only be used in the good ol’ US of A. If you aren’t in the states or don’t have clients in the states, you’re out of luck. Sorry!

How It Works

Inbox retargeting doesn’t take a lot of heavy lifting. I’ll share the strategy next but I wanted to start with some of the logistics.

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DISCLAIMER: I am not a lawyer or coder, so keep that in mind if technical or legal questions pop up.

If you have a website, you have tracking scripts, e.g.,  GA4, the Facebook Pixel, Heatmap software, etc…

To get started with Inbox retargeting, you just need to be able to copy and paste two scripts on your site:

  • A collection script: This fires and tries to identify the visitor

A suppression script: You’d fire this on your conversion confirmation pages, you don’t want people who converted to land in your Inbox Retargeting campaigns.

1710795438 253 Unlocking Hidden Revenue The Inbox Retargeting Methodology

The tech works off of a database of contacts in the United States that are eligible for emails, so it’s completely above board with your ESP. However, you’ll want to do a few things before you start treating them like a regular member of your email list.

We initially tested this on one of our paid media campaigns. We already had a really strong campaign that we wanted to squeeze more leads out of…and boy did we.

We were driving traffic from Meta (Facebook for the OGs) to this landing page:

1710795438 272 Unlocking Hidden Revenue The Inbox Retargeting Methodology

This page converts at 58%. Yeah, that’s a humble brag…deal with it.

Even with a 58% conversion rate, we’re still missing out on 42% of the traffic we’ve already paid for. That’s kind of a bummer.

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After we added the collection script to the page, they were able to capture a lot more leads. The conversion rate jumped from 58% to a very sweet 87% – that’s a 50% increase!

That was the impact on a single page, that’s when we knew it was time to go bigger.

The Strategy

Most of the tools out there, whether it’s Retention.com or Customers.ai, are going to charge based on the number of contacts. So it can get pretty easy to burn through contact credits if you run the script on every page you manage, your site and your clients’ sites included.

That’s why you’ll want to make sure to select pages that capture intent versus targeting all of your traffic.

ID Key Pages

Here are some of the pages you should consider adding the collection script:

  1. Campaign Landing Pages – If you’re paying to send someone to a page, the referring source piqued their interest. If they didn’t convert, you’d definitely want to follow up.
  2. Product Pages – If someone is viewing this page they’re evaluating a particular product they were interested in.
  3. High Intent/Value Content Pages – This could be your pillar content on your blog pages, podcast pages, or your top level service pages.
  4. Registration Pages – This is a subset of a landing page, but if someone got all the way to a registration or sigh up page, they’re a prime candidate for outreach.
  5. Cart Pages – People abandon carts all the time. If you weren’t able to catch their details during checkout, this is an ideal opportunity.

Effectively it’s any page where you’re pushing a specific action. While the above pages are the pages to choose from, a homepage is acceptable but will require a little more finesse when you follow up.

Map to Email Campaigns

Now that you’ve identified where you’re going to identify leads, you’ll need to map it to your automation tool.

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Unlocking Hidden Revenue The Inbox Retargeting MethodologyUnlocking Hidden Revenue The Inbox Retargeting Methodology

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Most tools have a direct integration with your email service provider, but worst case scenario you may have to pass the data through a no code integration tool like Zapier.

Once you’ve worked out the digital plumbing, you’ll want to follow up based on the page the contact was collected on. Here’s how you should approach follow up:

  1. For Campaign Landing Pages – Give them the specific asset. They were interested in it, you’ve got their contact information, just hand over the goods. This builds good will at the start of the relationship.
  2. Product Pages – Send over the details of the product or product category they were viewing. This could be as simple as a reminder or you could build goodwill with a special offer or coupon.
  3. High Intent/Value Content Pages – Send over some of your best content or freebies that move people to the next phase of the Customer Value Journey.
  4. Registration Pages – Treat these like an “abandoned cart” type of email and get them to take that next step.
  5. Cart Pages – Same as “Registration Pages” but it’s, you know, an actual abandoned cart reminder. Similar to the product pages you could entice them to come back with a deal or coupon.
  6. Homepages – If you do run these on the homepage, you’ll need to do more of a reintroduction then transition to showcasing your best stuff.

Email Structure

The initial message you send needs to have a very specific flow. There are four critical things that need to happen when they open up your Inbox Retargeting message.

First, remind them about who you are and how they know you. This can be as simple as a, “Hey, thanks for stopping by…” message. Have some fun with it.

Next, you need to provide highly specific value based on their browsing intent. If you get this wrong, they’re just going to file your message under SPAM.

After that, you’ve got to set expectations with what they’re getting and now you’ll be communicating with them moving forward.

And Finally, you need to give them an EASY OUT. These campaigns have our highest unsubscribe rate, but that’s because we outright ask people to unsubscribe if they don’t want any additional contact.

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Once you’e gone through this, you treat them like one of your regular subscribers with all your fancy ascension automations, content emails, and promotional emails.

Here are the email stats from one of our PPC Campaigns:

1710795439 568 Unlocking Hidden Revenue The Inbox Retargeting Methodology

With an average open rate of 53.87%, we know there’s a base line interest in the deliverable. The click rate is DANG good for messaging visitors who didn’t convert.

Sure the unsubscribe rate is a little high for this campaign, but that is intentional. We push them to opt-out in the first email so we don’t get dinged later with complaints.

The Payoff: An Additional 109k Last Year

I mean, who doesn’t want another cool 100 grand for adding a script to your website and writing a couple of emails? Here’s how the numbers work out:

Last year, we identified 3,714 leads using this method. IMPORTANT: When I was pulling these numbers, I realized we installed the code wrong on some pages and missed out on about another 2k leads…oops!

Our average lead cost was ~$7, so the leads themself were a $26,000 additional value. This alone would be a reason to use the tech.

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BUT JUSTIN, did they convert?!

Yes!

We closed $36,000 in IPPC business from this lead source. For what we spent on those leads we’re looking at a 750% ROAS. Not too shabby.

The rest of the money we made was by selling this service to our clients. Since we run paid ads for clients, this method is a complete no brainer. We ran a pilot program and only offered this to a handful of clients last year, we averaged about 4k/month in sales.

We sold clients the leads at ~$2/lead for some of the niches we work in, that’s a steal. 

If you decide to sell this you need to make sure the client knows these are lower intent leads and will require longer term nurtures. If you follow the email strategy I shared above, you’ll be good to go!

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Protip: Charge for building the follow up sequence! 

So that’s it! If you’re running your own business or are an agency owner, you’ve got to consider Inbox Retargeting. Though, I do have some bad news…

Not to be “Chicken Little” but this is starting to get way more attention, there are services popping out of the woodwork so this will become a table stakes method. So get ahead of this today.

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What’s Media Mix Modeling? [Marketer’s Guide with Examples]

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What’s Media Mix Modeling? [Marketer’s Guide with Examples]

Privacy


By Emily Sullivan

Have you ever felt in the dark when it comes to understanding the real impact your marketing dollars are having across multiple channels? 

Determining where and how conversions are occurring is crucial in optimizing your budget to drive the most impact with your marketing budget. Media mix modeling (MMM) is an analytical approach used to gauge the effectiveness of various marketing channels in driving sales and conversions. This method allows us to decipher the true influence of advertising spend across diverse platforms by accounting for a myriad of factors, both within their control (like media channel spend, promotional strategies) and outside their control (such as economic conditions, competitor actions, and seasonal influences).

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One of the key strengths of media mix modeling is its ability to incorporate long-term brand building effects alongside immediate sales impacts, offering a comprehensive view of marketing effectiveness. It helps in identifying which channels are most efficient, how different channels influence each other, and how external factors affect marketing performance.

Media mix modeling is a powerful tool for marketers seeking to optimize their marketing investments. By providing a holistic view of how various factors contribute to sales and conversions, MMM enables data-driven decisions that enhance marketing efficiency and business growth.

In this article, we explore how media mix modeling works, and how businesses can use analytics to drive smarter ad spend decisions.

What Is Media Mix Modeling?

Media mix modeling (MMM) is a type of analysis that measures the impact of media buys across multiple channels, showing the role various elements play in achieving a desired outcome—often a conversion or revenue KPI. With this information, marketing stakeholders are able to make specific adjustments to campaign spend to improve their progress toward reaching a given goal.

Media mix modeling can be used to address common brand marketing questions and pain points, including:

  • Which of our marketing efforts are having the biggest impact on reaching our goals—or, more simply—what’s working?
  • How big of an impact does seasonality have on our marketing performance?
  • How closely is our performance tied to promotional efforts? 
  • Are shifting consumer trends negatively or positively impacting outcomes?
  • Which specific mix of spend allocation drives the highest ROI?
  • How will these channels likely perform in the future based on their optimized spend allocation?

“Media mix modeling is a top-down , privacy resilient approach that evaluates how historical media activity, promotions, pricing, seasonality, and uncontrollable factors—such as economic activity—impact key business outcomes such as sales revenue. MMM is a scientific approach to attribution in the sense that it applies statistical methods to analyze and interpret marketing data, providing a systematic understanding of how different marketing channels contribute to overall business goals in the broader context of the market. The quality of insights derived from MMM heavily depends on the quality and granularity of the data used.”

— Annica Nesty, Group Director of Marketing Science at Tinuiti

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MMM leverages aggregate data, and can measure both online (digital) and offline (traditional) advertising channel performance, including (but not limited to): paid media channels such as social media channels, traditional print advertising, linear TV advertising, and other performance marketing efforts, organic media, operational factors like promotions, external factors like seasonality, economic conditions, outcome KPIs such as sales revenue, new customers, and conversions. 

How Does Media Mix Modeling Work?

The MMM framework is a type of statistical analysis that uses statistical methods and econometric models such as a regression analysis. This econometric model helps analysts determine the strength of relationships between a single dependent variable and an array of independent variables.

Media mix modeling analysis measures the impact of your media spend today, and is also helpful in predicting the future outcome of your marketing investments on a given variable.

Example:

Let’s assume a scenario where our target metric, or dependent variable, is revenue, a critical indicator of business success. We aim to dissect the influence of various marketing initiatives on this revenue. These initiatives, our independent variables, encompass a diverse array of digital advertising campaigns, including those run on TikTok, Instagram, Snapchat, as well as broader Display and Streaming platforms.

The number of independent variables under scrutiny does not dilute our core objective. The mission is to measure the relationship between the marketing endeavors and the revenue they generate. This involves not only identifying the direct contributions of each campaign to revenue but also understanding the nuanced interplay between them by observing how changing aspects of those independent variables impacts the chosen business outcome

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What can MMM Measure?

When using MMM to assess campaign success, marketers should leverage statistical methods and econometric models to get the most accurate picture possible. Data quality is essential in achieving an accurate media mix analysis, so take any needed time to clean your data before using it in your analysis. 

Key elements an MMM equation can measure include:

  • Base and incremental sales volume impact
  • Channel effectiveness and return on investment
  • Marketing spend saturation

Media Mix Modeling vs. Data-Driven Attribution Modeling

Like media mix modeling, attribution modeling also studies the efficiency of marketing strategies — but there are important differences.

Attribution modeling is a general term that refers to tracking engagement to better understand how specific tactics drive action at the user level. This modeling works well for analyzing specific customer touchpoints, focusing on elements like how a consumer converted, which creative on which channel led to that conversion, and what the expected ROI could be if more ad budget were shifted to that channel. 

Media mix modeling takes a higher-level, more comprehensive picture. This modeling isn’t designed to measure user-level engagement like impressions and clicks, rather its primary function is measuring the impact of an entire touchpoint on specific marketing objectives. 

Data-driven attribution modeling and MMM each have their own set of strengths. It’s not a matter of one being better than the other, rather one being better-suited to different types of marketing analysis. 

For example:

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  • The precision of the data-driven attribution: Let’s assume you want to invest more spend in a social ad campaign during the holiday season. While MMM is an option for determining where to allocate those dollars, data-driven attribution excels in dissecting the intricate customer journey, offering a microscopic view of user interactions. For instance, if you’re keen on understanding the exact value of a single click from your social media campaign, Data-Driven Attribution can illuminate the path. 
  • The holistic perspective of the media mix modeling:  Media mix modeling, can consider the impact of offline actions and initiatives. Unlike the more narrowly focused attribution models, which might overemphasize the first or last touchpoint, MMM assesses the collective impact of all channels over time. This makes it an indispensable tool for strategic planning and long-term investment decisions in your marketing portfolio.

“Attribution modeling is based on a bottom-up approach while media mix modeling takes a top-down approach. Media mix modeling provides a long-term view of the marketing ROI of media activity, while attribution modeling evaluates individual-level activity to provide a short term view of marketing ROI.” 

— Annica Nesty, Group Director of Marketing Science at Tinuiti

Why Does MMM Make Sense for a Post-cookie/Post-IDFA World?

In the post-cookie and post-IDFA landscape, where privacy concerns and regulatory changes limit access to individual user-level data, media mix modeling has become a pivotal analytical tool. MMM’s emphasis on overall marketing spend allocation and its proficiency in establishing cause-and-effect models, address the challenges posed by the diminishing availability of explicit conversion information, providing marketers with a privacy-respecting and insightful approach to navigate the evolving digital advertising ecosystem.

An Example of Media Mix Modeling

With the right media mix model, a business can measure their past marketing performance to improve future ROI by optimizing the allocation of the media budget by channel and/or tactic, including: traditional and digital media channels, promotions, pricing, competitor spend, economic conditions, weather, and more.

Example:

An international ecommerce brand wanted to forecast their second-half of the year and create an optimal media mix to make their marketing dollars work smarter. A combination of client data, marketing data, and machine learning were required to create a powerful, custom media mix model. 

To build the model, the business used 2+ years of digital marketing and revenue data, analyzing it by market, tactic, and day. The data was then used to create model to assess future spend showing how changes in investment across channels could impact revenue and sales.

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The full digital media mix model gave the ecommerce brand a detailed analysis of where to optimize their spend across all digital marketing channels. 

One recommendation was to shift dollars away from social—which historically had been at or near 30%—to paid search. This recommendation came with another layer of insight: The brand realized they were overinvesting in awareness campaigns, and needed to invest more heavily in capturing current demand during the 2nd half of the year.

Results: Working with a robust media mix model, the brand was able to break down how much media spend was needed by each channel in order to achieve the 30% YoY revenue goal they targeted. 

The Benefits & Challenges of Media Mix Modeling

MMM helps you accurately connect all the dots, leveraging (ideally) a wealth of provided data, to understand how disparate aspects of marketing campaigns work together in helping you reach your business goals. 

Benefits of Media Mix Modeling

The benefits of MMM are multifaceted, offering marketers a strategic edge in navigating the intricacies of their advertising efforts. Let’s dive into each benefit in detail… 

Omnichannel Campaigns: MMM excels in providing insights for omnichannel campaigns, allowing marketers to understand and optimize the impact of their initiatives across various channels. This capability is crucial in today’s interconnected digital landscape, where consumers engage with brands through diverse platforms.

Improved Oversight Over Media Spend Impact: MMM provides a comprehensive view of the impact of media spend, enabling marketers to assess the effectiveness of their investments. This improved oversight ensures a clearer understanding of how each component of the media mix contributes to overall campaign success.

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Media Spend Optimization: With MMM, marketers can optimize their media spend by identifying the most impactful channels and touchpoints. This data-driven approach allows for strategic adjustments in budget allocation, ensuring that resources are directed towards the avenues that yield the highest return on ad spend.

Effective Targeting of Audiences: MMM’s analysis helps in refining audience targeting strategies. By understanding which elements of the marketing mix resonate most with specific demographics, marketers can tailor their campaigns to effectively reach and engage their target audience segments.

Forecasting with Certainty: One of MMM’s strengths lies in its ability to forecast results with a high degree of certainty. This forecasting capability empowers marketers to make informed decisions based on predictive analytics, aiding in long-term planning and goal setting.

Reduced Reliance on Personally Identifiable Information (PII): MMM minimizes the reliance on personally identifiable information for analysis. This is especially crucial in an era where privacy concerns are more important than ever. 

Media mix modeling is a comprehensive and powerful tool, offering a range of benefits that contribute to a more effective, data-driven, and privacy-conscious approach to marketing strategy and decision-making. While there are many benefits to MMM, there are challenges as well. Let’s look into common challenges of MMM in our next section.

Challenges of Media Mix Modeling

MMM grows increasingly complex as the media landscape becomes more fragmented, and the customer journey more personalized. Whereas in the past, advertisers may have wanted to measure something as simple as the impact of a print ad in a Cleveland newspaper, today’s consumers are exposed to brands in a wide variety of locations and formats, from a subway transit poster to a Sponsored post on Instagram.

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Working with high-quality data is important in any measurement initiative, but for MMM to work effectively, it also needs a lot of data to build a reliable model. For example, if you wanted your model to consider the performance impact of seasonality, it would ideally need at least three full seasons (three years) of data to consider in its analysis.

This makes media mix modeling a ‘long game’ initiative with infrequent reporting by its nature. Brands and advertisers who are more accustomed to daily or weekly updates may struggle with ‘waiting out’ the analysis.

Because it’s not designed to make considerations based on user-level data, instead providing aggregate insights, media mix modeling offers limited insights on brand impact, personalized targeting, and customer experience. However, advanced models are available that can provide highly granular insights, but traditional MMM provides aggregate insights.

Common Misconceptions About Media Mix Modeling

Media mix modeling, like many other analytics solutions, has also become a marketing buzzword that has generated its fair share of misconceptions.

Here are a few of the most common misconceptions around media mix modeling.

Media Mix Models Are Not Transparent

With large datasets and statistical analysis involved in media mix modeling, the methods behind the technique have been critiqued for their obscurity. If there is no perceived transparency in the process, how does a brand know if its media mix model is really accurate?

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Any organization specializing in media mix modeling should provide a transparent approach, with deliverables such as outlines, milestones, and performance reports. Additionally, you may want to consider partnering with an agency that truly understands how media mix modeling aligns with your needs and expectations. Every business is unique and each media mix model is based on multiple factors.

Media Mix Models Do Not Provide Real-time Data

Today, results are often measured by the timeliness of their delivery, with the current digital marketplace allowing for almost instantaneous real-time data. Media mix models do actually provide compelling real-time marketing insights, perfect for evaluating new campaigns, new competitors, and assessing pricing actions or changes in promotional strategies. 

A powerful partner in media mix modeling will provide sophisticated tools and real-time approaches to satisfy your business performance assessments. Your partner should also be able to provide forecasting, simulation, or AI- and machine-learning-integrated models to suggest future movements. 

Media Mix Modeling is Biased to Offline Channels

Though media mix strategies do integrate and consider offline channels in their approaches, media mix modeling also considers all digital channels — including display, email, paid search, social, and more. Remember—it’s considering your media mix. If that includes ten different channels and you provide enough high-quality data for each, they will all be considered in your marketing mix analysis. 

In fact, as customers have become more intertwined with digital channels, media marketing models have adapted to go even deeper into the analyses provided by those channels’ respective insights to support better budgeting choices and customer segmentation reports. 

Conclusion: MMM Closes the Loop on Marketing Performance

In an ever-evolving digital landscape, MMM’s adaptability to the post-cookie/post-IDFA world positions it as an essential tool for marketers. As businesses seek to connect the dots, leverage data, and make strategic decisions, MMM is a crucial ally in the dynamic realm of mixed media advertising.

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“At Tinuiti, we leverage measurement best practices such as MMM and incrementality to understand media effectiveness, predict future outcomes, create deeper insights, analyzing what-if scenarios to provide recommendations that optimize media performance. This helps brands understand what channels they should be investing in, how they should shift budgets (media mix), creating a high-level view of what channels are driving overall sales and ROI. Our goal here is to deliver growth for our clients by maximizing the return on investment through best in class measurement”

— Annica Nesty, Group Director of Marketing Science at Tinuiti

At Tinuiti, we know, embrace, and utilize MMM. Our Rapid Media Mix Modeling sets a new standard in the market with its exceptional speed, precision, and transparency. 

Our proprietary measurement technology, Bliss Point by Tinuiti, allows us to measure what marketers have previously struggled to measure – the optimal level of investment to maximize impact and efficiency.  But this measurement is not just to go back and validate that we’ve done the right things. This measurement is real-time informing what needs to happen next.

Curious about how we can tailor strategies to hit your unique marketing bliss point, including Rapid Media Mix Modeling? We’re eager to chat. Contact us today for details.

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Email Ready to Send? Make Sure to Tick These Things off First!

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Email Ready to Send? Make Sure to Tick These Things off First!

Designing and developing an email campaign is a complex mechanism; a few things will inevitably escape your attention during the process. So, before you hit that send button, you must draw up a foolproof checklist to ensure every single component in your campaign is in its rightful place. Wondering what an ideal pre-flight checklist looks like? We’ve carefully compiled everything necessary in this blog. Read on to find out!

Subject Line and Pre-header Text

A subject line can make or break your emails. It’s the first thing about your email that reaches the audience, and if it fails to hit the right notes, you’ll have a tough time convincing your subscribers to engage with your emails.

What makes a subject line tick, you ask? Let’s take a look!

  • Your subject line should prioritize an economy of words; this will help you on two accounts- firstly, a crisp and to-the-point subject line increases your probability of catching the reader’s attention. Secondly, longer subject lines run the risk of being clipped on mobile devices, thereby spoiling the subscriber’s user experience. By keeping your subject lines concise, you eliminate this possibility.
  • Ensure your subject line clearly explains what readers can expect upon opening the email. The more guesswork your subject line demands of readers, the less likely they are to open your email.
  • Steer clear of using words that might be considered spammy. With email filters becoming more and more sophisticated, usage of any sort of contentious term in your subject line will result in ISPs flagging your email as spam.
  • Personalize your subject line. In a climate of increasingly crowded email boxes, personalization is one technique you simply can’t afford to overlook.

Besides fine-tuning your subject line, you also need to pay attention to your pre-header text. Building upon the context provided by your subject line, pre-header texts give readers an additional nudge to open their emails. Two crucial things that you must keep in mind while curating your pre-header texts are:

  1. It must exist only as an extension of your subject line; it must not try to introduce any new ideas on its own.
  2. It must be mobile-optimized.

Broken Links

Given that the links embedded in your email eventually facilitate a conversion, it is imperative that you thoroughly evaluate their health prior to delivering your emails. Broken links aren’t just bad for business; they also spoil a subscriber’s user experience.

Here are a few things you must check after embedding a link in your email:

  • This might sound trivial, but do check if the link you have inserted is the one you intended to or not; the only thing perhaps worse than having a broken link is having an irrelevant one.
  • Check that the link is redirecting the user to the desirable destination.
  • If the download of a resource is supposed to be triggered by clicking the link, check if that’s functioning properly; you wouldn’t want subscribers clicking umpteen times on your link only for it to return nothing.

Accessibility

Apart from acing your content and design, you must also work towards making your email campaigns accessible; people making use of assistive technologies must be able to engage with and comprehend your emails in an absolutely hassle-free manner.

Given below are a few measures that will help you make your campaigns accessible to all:

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  • Organize your email content. Break down long paragraphs into small sections of 2-3 lines. Use bullets and subheadings wherever necessary. This will make it easy for assistive technologies such as screen readers to parse through your content.
  • Write descriptive alt texts for the images you’re including. Besides improving accessibility, alt texts also enable search engines to crawl your page more efficiently, thereby boosting your SEO.
  • Use semantic markup; this will help screen readers navigate your emails in a smooth fashion.
  • Try to stick to a single-column layout while designing your email template.

This email from AllTrails is an ideal example of an accessible template.

Inbox Preview

Different email clients render emails differently, even if only slightly. Hence, before sending out your emails, you must preview them across different environments and clients to check if they appear as desired. If you are designing your email for dark mode, too, it becomes that much more important to preview it before delivering.

Wrapping It Up

For your email campaigns to be able to drive maximum impact, they must be free of blemishes of all kinds. We hope the pre-flight checklist we shared above proves to be of help to you when you sit down to create your next campaign.

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