A 5-step approach to optimizing websites with millions of pages
Written on June 28, 2023 at 7:08 am, by admin
You’ve been tasked to optimize a site that is so massive it makes the Great Wall of China look like a picket fence. And it’s your sole responsibility. You need to make a big SEO impact with fewer resources. What do you do?
In this article, I’ll share five approaches you can focus on when you’re optimizing massive websites.
By the end, you’ll feel confident knowing that you have a battle plan to conquer that great wall of webpages that lie ahead:
- Sharpen your weapon, then go to battle.
- Focus on global changes.
- Improve the top-performing pages.
- Focus on pages that target head terms.
- Clean up the content.
1. Sharpen your weapon, then go to battle
It’s useful to have a certain mindset about your SEO program before you start.
That said, two key steps will help you create an SEO game plan:
- Site analysis.
- Competitive analysis.
Let’s look at those in more detail.
Site analysis
In the battlefield of the search engine results pages, your website is the weapon.
So your first mission: Sharpen that weapon by making the site the best it can be so that you’re not your own worst enemy.
A site analysis will uncover the things that are hindering your rankings.
You can do this in a couple of ways:
- Run some SEO diagnostic tools.
- Get an SEO audit.
Diagnostic tools
The average SEO tool is meant to repair your site, not rank it. In other words, it will not tell you how to rank but what you need to fix based on best practices.
Most businesses use diagnostic tools to do a self-audit. While it can uncover some useful information, there are a couple of limitations:
- The recommendations are based on best practices and are surface-level suggestions. They don’t take into account the unique needs of the business. They do not know your competitors. They do not know the nuances of your particular industry niche.
- Some people will not know how to discern the things that need to be done and the things that can be left alone, nor will they know how to prioritize the recommendations based on the unique situations of their websites.
For example, let’s say you’re seeing a drop in organic search traffic. The diagnostic tool will not be able to understand what factors contribute to that – is it due to an algorithm update? Did your site recently migrate? Is your content bad?
So, it is the diagnostic tool operator’s job (a.k.a. you) to be able to take the data and apply wisdom to ensure you are focusing on the most impactful things.
Some tools you might consider for diagnosing your site include:
- Nibbler
- SEOptimer
- UpCity’s SEO Report Card
- WebPageTest.org
- Semrush
- SEOToolSet (Disclaimer: This is my company’s software)
SEO audits
Nothing beats the strategies you can uncover from a professional-level SEO audit that marries diagnostic tools with expert wisdom from an SEO vendor.
In addition to running the best tools, an SEO expert conducting a site audit can:
- Get to know your business, its site, past SEO decisions and your goals, and then take all of that into consideration when diagnosing your site and creating a strategy.
- Uncover the real reasons you are not performing well in the search results using expert, technical analyses.
- Prioritize the recommendations so that you know exactly which steps to take in which order to make the strongest impact.
Competitive analysis
Once you’ve sharpened your tool, it’s time to go to the battlefield in the SERPs, where your second mission is to beat the competition (not the algorithm).
Remember, you cannot attempt to beat an infinitely large algorithm.
By focusing on what your competition is doing, and trying to do as well as them or better, you set the stage for a more manageable battle.
Here again, you will rely on tools to help you uncover your competition’s strategy.
You are looking to find things like who your true competitors are, and recommendations on optimizing your webpages based on the top-ranked pages in the SERPs.
Some tools you might consider for competitive research include:
- Semrush’s Traffic Analytic and Organic Research tool
- Moz’s Domain Authority Checker
- Ahrefs Content Gap and Site Explorer tools
- SEOToolSet’s Single Page Analyzer, Research Summary report, Multi Page Analyzer, Links Report and Site Checker
- Bruce Clay SEO WP plugin (Disclaimer: This is also my company’s tool)
By understanding your site and your competition, you can enter the battlefield with a clearly defined plan. This makes managing a large site’s SEO less overwhelming.
2. Focus on global changes
When you have a massive website, every change needs to count. That means looking at the things that can elevate the entire site or key pages across the site.
One of the obvious wins here is improving your website performance (and your content, but more on that later).
You can tackle things like:
- Website speed
- Core web vitals
- Mobile-friendliness
- Code optimization
Website speed
Website speed can impact many things: The user experience, your website rankings and conversions … so this is something to take seriously.
Google conducted some research on speed and its impact on users back in 2017 (highlighted below), and while the data is a bit old, the message still holds.

As you look at your site, you may find that some of your pages may load slower than others. If that happens on your most important pages, you want to start there.
And you may have groups of pages with the same template where making a few changes can improve speed across all those types of pages.
Some things you may need to address are:
- Compressing the information between your web server and search engine browser.
- Minifying JavaScript, and cleaning up and externalizing CSS code.
- Choosing the best file formats for images.
Some helpful tools and resources for this include:
- Google’s PageSpeed Insights tool
- Google’s documentation about PageSpeed Insights
- Google’s recommendations for fast load times
(Note that, technically, the old page speed algorithm has been replaced by core web vitals, which I’ll cover next.)
Core web vitals
Core web vitals focus on factors that create a good user experience on your website, this includes:
- Largest contentful paint: Having an optimal webpage load time.
- First input delay: Ensuring users can easily interact with the page quickly.
- Cumulative layout shift: Making sure the elements on a webpage are stable.
Google says that “if at least 75 percent of page views to a site meet the ‘good’ threshold, the site is classified as having ‘good’ performance for that metric.”
This most likely only matters to the top-performing pages on the site, though, not the entire site, as pointed out in this Google SEO office hours:
However, Google has noted that some sites may not need to dedicate too many resources to core web vitals, or obsess about the scores:
IMO most people don't need to do anything different. This is not a change in how ranking works, it's more about how we've been thinking about these elements. We've seen people hyper-focus on these numbers, that's not a good use of time & energy. Think holistically instead.
— John Mueller (official) · #StaplerLife (@JohnMu) April 22, 2023
Several tools offer lab and field data that can help you understand core web vitals:
- PageSpeed Insights
- Search Console (Core Web Vitals report)
- Web Vitals Extension
- Chrome UX Report
- Lighthouse
- Chrome User Experience Report
- Firebase Performance Monitoring
- Chrome DevTools
- WebPageTest
So look at the most critical pages on the site, and run some tests to see what can be improved.
Mobile-friendliness
Ensuring your site is mobile-friendly is a no-brainer in today’s mobile-centric world. Of course, there’s also Google’s mobile-first indexing.
There is more to consider than you may think in order to have a mobile-friendly site. In general, you will want to think about:
- The mobile website configuration (for example, is it responsive?).
- How you prioritize the content for mobile users and make the content mobile friendly.
- Mobile-friendly design.
Tools that can help you along the way include:
- Google documentation on mobile sites and mobile-first indexing best practices.
- Google’s Mobile-Friendly Test.
- Search Console’s Mobile Usability report.
Code optimization
Because the code on your website can impact a search engine’s ability to crawl your website, you can consider optimizing that code.
Again, you can start with certain page templates or key page types and go from there.
Checking out W3.org’s developer tools can be helpful.

But a warning for beginners: You can spend a lot of time and resources trying to chase perfect code and the effort doesn’t always match the outcome.
So it’s wise to know how to prioritize the recommendations, and you may need expert help from a developer who also understands SEO or vice versa.
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3. Improve the top-performing pages
Another area to laser focus your SEO efforts when you are contending with a large website is the top-performing pages.
Typically, a handful of webpages drive the majority of organic traffic to a website. Look at those first.
This is consistent with an Ahrefs study which found that out of billions of webpages, only about 4% of them received any meaningful traffic at all.

In other words: If you have to choose between optimizing a product page that drives a lot of traffic to your site versus a lesser-known product page featuring a left-handed socket wrench with a light on it, choose the top performer.
You can easily track down your top-performing pages using Google Analytics, and you can also use information from Search Console.

In terms of how you improve these pages, again, you’ll want to focus on page analysis and competitor analysis.
Run some diagnostic tools like those linked earlier to get a sense of where those pages are, then compare that to the top-ranked pages in the SERPs for the queries you are targeting.
As part of this, you may need to strengthen the content, so look at your content with a critical eye, too.
4. Focus on pages that target head terms
In my experience, maybe 15% of a website is targeting its “head” terms – the broader, more generic keywords/queries that people use when searching for what you have to offer.
Ultimately, you can drive a ton of traffic if you can rank for these more generic terms – and they can be million-dollar keywords.
So if I were to focus my efforts on a large site, I would want to optimize the pages that target head terms (the landing pages), and then secondly, optimize all the subpages that support them.
This typically means you need solid information architecture – how you organize your content.
If you already have well-organized content that supports your head terms, then you’d focus on optimizing those pages using some of the tools and strategies I’ve already mentioned.
If you don’t, however, you may need to do some reorganization of the content, links and navigation on your site. This is where SEO siloing comes in handy.
SEO siloing is a form of website content organization and internal linking practices. One of the goals of this strategy is to maximize your site’s relevance for head terms.
Not only that, but SEO siloing can help by:
- Enabling your site to show expertise and authority.
- Ranking pages better in the SERPs.
- Helping users navigate your website with ease.
Just to give a quick example: Say you own a power tools business that sells cordless power tools, electric power tools and gas-powered tools.
You’d start by organizing the website content (and site navigation) into categories supporting the three product lines you sell.

Your SEO program aligns with this because these categories will be the head terms you are after, too.
Practically, each product line will have its own section on the site with a landing page and supporting pages.
The goal is to have well-organized landing pages and supporting pages with helpful, expert content that aligns with how people search and learn about the things you have to offer.
Links between the landing pages and their own subpages clarify the relationships for search engine spiders crawling the website.
You can apply siloing to all types of sites, including ecommerce, B2B and informational sites.
Of course, this is a highly simplified explanation, and the details of how to make SEO siloing work well are vast.
Can this be a massive project? Yes. But it depends on the state of the site.
For some, they may have to do a larger reorganization of the content to achieve their goals, while others may need less effort with perhaps some new internal linking.
How big of a job this is depends on things like:
- Your ability to make changes to the site (roadblocks could be buy-in or CMS issues).
- How organized or disorganized the site’s content currently is.
- If you need to create new content to fill in the gaps or significantly update content.
It can be a challenge but well worth it in most cases – it’s one of the ways we get our clients to rank for highly competitive one-word terms.
For our final step in optimizing massive websites, let’s look at how you can elevate the quality of a website from an SEO perspective by focusing on the content.
5. Clean up the content
Last but not least, having excellent content is a priority. And this can be a huge challenge for large sites.
When you have massive amounts of content, you will need to divide and conquer.
I’ve said previously that website publishers should spend half the time creating new content, and half the time updating old content.
(And by the way, if you plan on creating new AI content, see my article on ChatGPT and SEO content.)
Large websites need a system for:
- Evaluating the content on the site, starting with key pages, but also looking at those pages that haven’t been touched in years.
- Updating old pages that still offer value but need new information.
- Updating meta tags so that you have unique, original content on every key page.
- Handling the irrelevant content that exists on the site (301 redirects, removing the page, etc.).
Google’s helpful content system looks at the site as a whole, not just at a page level.
So if you have some great content, and then a whole bunch of “search engine first” content, it can negatively impact the ability of the site to do well in the search results.
As you are evaluating your content, keep some important guidelines in mind from Google:
- Experience, expertise, authority and trust (E-E-A-T) factors in Google’s Search Quality Rater Guidelines.
- How to create helpful content.
Then you will go through all the steps of optimizing those pages after the content is of the highest quality.
Making SEO for large websites more manageable
Large sites have their own unique issues. As you stand before the towering fortress that is your website, the divide-and-conquer attitude will help you stay sane.
While the task may seem daunting, you can remind yourself that SEO is an ongoing job – so play the long game.
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Reshape your marketing with GPT by Cynthia Ramsaran
Written on June 28, 2023 at 7:08 am, by admin
While AI can assist in drafting marketing materials and offering prompt responses to customer inquiries, its capabilities extend far beyond these basic functions.
Join this webinar as experts as they explore how GPT empowers marketers with powerful tools to act upon real-time insights and deliver personalized experiences on a large scale.
Register and attend “Reshape Your Marketing with GPT,” presented by Salesforce.
Click here to view more Search Engine Land webinars.
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YouTube Ads: Unlocking high impact at minimal cost
Written on June 27, 2023 at 4:07 am, by admin
Advertisers were shown how to improve their YouTube marketing strategies with cost-efficient, high-impact, tried and tested methodologies at SMX Advanced.
The secret to creating high-reach, low-cost environments and making campaigns more effective lies within four specific variables, according to digital advertising expert Corey Henke.
Unlocking high-impact, low-cost campaigns
The four variables marketers need to look into as a top priority are:
- Ad type / bid type: Henke advised that these fields are the most important variables and specifically encouraged marketers to take advantage of new ad types, noting that he personally has seen tremendous success with YouTube’s recently-launched in-feed video ads. He also stressed the importance of choosing the right bid type for your campaign for optimal conversions.
- Creative variation: There are many creative variables, so advertisers must test wisely. Length of videos is always a great way to start, but creative variables must also be considered. Henke advised looking at factors such as male versus female, different actors, different intros, different music, product demonstration versus funny, and so on.
- Target with intent: Research and strategize with custom audiences, target with intent and grow your YouTube audiences with optimized detailed demographics. Henke said this approach should help marketers achieve significant performance improvement.
- Data analysis (attribution): To measure the success of your campaign, review multiple areas of importance and make sure that they are the right areas.
Henke added:
- “I think this approach is the best opportunity for high-reach, low-cost campaigns.”
Ad types – how to get the best bang for your buck
Researchers have studied the effectiveness of various ad types. The most scalable solutions:
- Skippable video ads: Play before, during or after videos. Viewers can skip the video after five seconds.
- Non-skippable video ads: These ads are 15 seconds or shorter, and play before, after or during the video. Viewers can’t skip this content.
- Bumper video ads: Six seconds or shorter and play before, during or after another video. Viewers can’t skip this ad type.
YouTube has recently prioritized these ad formats, while longer forced content has been deprioritized. They also have the most inventory, according to Henke, meaning:
- “Marketers can get the best bang for their buck on YouTube.”
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Bid types – getting TV-level results from YouTube
Choosing the right bid type can help marketers achieve TV-level volume success within YouTube. However, the bid type that is best for your campaign will depend on your brand’s goals and objectives. The two bid types Henke put forward for comparison were:
- Direct response bid types: Primarily desktop
- Branding bid types: Minimal desktop
The big difference between the two options lie within the CPM (cost per mile), view rate and conversion rate – but not the CPC (cost per click). Henked added:
- “If you want somebody to fill out a form or buy a product, you will definitely use a conversion campaign.
- “There are a variety of ways to reach users at scale for minimal cost inside of CPM and cost per view campaigns. So you have your bumpers, your non-skippables, your in-stream which will be your skippables – and how those compare.
- “Non-skippables don’t come with any views and that’s because nobody’s making it past 30 seconds. It’s either 15 seconds or below. So they really only have the advantage of impressions at a lower CPM. Whereas if you’re doing in stream, which is skippable, you are going to get the app the upside of views and also the amount of people which make it past 30 seconds.
- “I think YouTube has a good understanding of who is going to convert.”
Creative variation for optimal impact
Marketers have multiple ad types to choose from and users consume these various formats in different ways. Henke discussed the advantages of feed ads, skippables, non-skippables, stories, reels and live TV. He noted that skippable and non-skippable ads are great options because of the attention they attain – but skippable is his favorite go-to because of the unlimited link feature.
- “With unlimited link, you have a huge opportunity to engage a user over a long period of time. What we’re seeing is more users want to spend more time within their platforms as opposed to brands’ websites. That’s where we have the biggest advantage with unlimited link and being able to optimize creative for view rate,” Henke said.
To determine whether this is the right option for your campaign, Henke encouraged advertisers to test the different video ad options. Henke noted that 2 minutes 24 ads have more people completing the ads than other options.
- “This is a huge opportunity. It’s close to one minute of time with a user and your ad on average – some spend more, some spend less. But then also being able to have a competitive CPC along with a great view rate really shows that the long form is going to be the best value,” Henke added.

Targeting and retargeting are ‘huge opportunities’
Thorough research to identify user intent will give marketers an important advantage when it comes to understanding consumers who are relevant to your product or service. Retargeting is another necessary and big opportunity for brands wanting to expand their reach.
Reflecting on his own approach to targeting and retargeting, Henke revealed his favorite targeting tool is the detailed demographic combination report, which focuses on age, gender, parental status and household income.
Looking at demographics, in combination with the creative, will help drive maximum success, he said:
- “These variables when combined together give you a unique look at which specific audience might be converting the best and being able to segment this audience. When you can segment immediately you should see results faster. So that’s why this is so important, the targeting, the creative, the bid type and the ad type to create this high reach, low-cost environment,” Henke said.
Success with in-feeds
In-feeds are a new ad product launched by Google Ads and one of the biggest changes to the system since bumpers rolled out five years ago.
In-feed ads appear on YouTube’s personalized feed and allow users to click the ad thumbnail, while the video is simultaneously autoplaying. Some key benefits to in-feed ads as opposed to shorts include:
- More impressions
- Increased views
- Higher spend
- Longer ad length
- Unique call to action
- Authority of face to camera
- Auto-play in the feed
- Premium placement at top of feed
- “I think the value really is that you’re getting more earned views. That’s a clear indicator that that is a quality audience that we have here,” Henke said.

YouTube attribution tips
It’s important to be able to identify the causes of wins and losses in your campaign in order to make informed decisions and necessary adjustments.
Think about the Halo Effect. Henke offered some implementation strategies here:
- Precision targeting: “When I talk about precision targeting, that means really looking at that detailed demographic and dialing in almost immediately because if you’re hitting your target audience, they’re going to make those Halo effect type of user behaviors, meaning they’re going to go and search,” he explained. “They’re going to go to another platform and find your brand on Instagram or LinkedIn. They’re going to make these other things that don’t necessarily involve a direct click. And that’s important. You want your quality audience to be there. Another thing is checking your placement report to make sure your ads aren’t running on kids’ channels and that they’re mostly running in the places that you want them to run.”
- Trend analysis: This will be different for every advertiser. The big question here is what is this experience with creative competitive to a website’s first visit? And secondly, how does your video compare to somebody coming to your website for the first time? Henke added:
- “I believe that your video should be competitive and it should possibly give a better experience because it’s in platform and it’s long form.”
Getting started
Ready to get started with Henke’s high-reach low-cost approach to YouTube Ads? Here’s what he suggested:
- Targeting: “Dialing into those combination audiences out the gate,” he said.
- Device: For high reach, it’s advised to exclude computers and tablets – but keep these options in if you’re trying to convert a user immediately. “Ultimately, this is a high reach low-cost strategy and we’re going to probably be paying a premium for those devices,” he said.
- Bid type: This should be either CPV or CPM.
- Ad length and variation: As a general rule, the longer the ad length, the better it is for your campaign. However, Henke emphasized that you should do your own research and find out what works best for your brand. “It could potentially unlock some really good cost,” he said.
- Ad type: Keep your ad types to in-feed, skippable, non-skippable or shorts.
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YouTube Test & Compare helps you pick the best video thumbnail
Written on June 27, 2023 at 4:07 am, by admin
YouTube is piloting a new feature to help marketers pick the perfect thumbnail for their videos.
The Test & Compare tool, also known as A/B thumbnail testing, will provide performance data, revealing which designs drive the highest click through rates (CTRs).
Why we care: This new feature will help advertisers better understand the behaviour of their audience, so that they can create a winning thumbnail, potentially resulting in a higher CTR and improved engagement.
How it works: Marketers will be able to upload a maximum of three thumbnails per video using the Test & Compare tool. YouTube bots will then run experiments on these images to identify which one is the strongest performer, allowing advertisers to make an informed decision when selecting which thumbnail they’d like to accompany their video.
What’s new? Currently, the pilot is only being tested on a few hundred creators, however, YouTube is planning to launch a beta version in the coming months to expand the scheme to thousands more. Next year, the video platform is planning to the feature more broadly available next year.
Why now? According to YouTube, the Test & Compare tool has been one of its most top requested features and so it is responding to consumer demand.
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What has YouTube said? “The team is working to make the tool available more broadly starting next year, but we wanted to share that testing is officially underway because we know that this is a top requested feature and it will help you make more data driven decisions about your thumbnail strategy,” a YouTube spokesperson said. “We know that you have been anxiously waiting this capability so thank you to our community for your patience and feedback along the way.”
What’s next? According to YouTube, there will be more announcements as testing gets underway later this year with regards to a more general roll out in 2023. A spokesperson added: “If you’d like to help us test features like this in the future, you can sign up to be considered on our Creator Research page.”
Deeper dive: For more information from the YouTube Creator technical team and the wider Creator community, check out Creator Insider’s YouTube channel.
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A PPC marketer’s guide to retail media
Written on June 23, 2023 at 7:02 pm, by admin
Most people know that Amazon, Walmart and Instacart have paid search placements on their websites. However, you may not know about their involvement in programmatic, display, social media and Google Shopping.
It is crucial for PPC marketers to understand this because retail media (a.k.a. commerce media) is driving customers to retail sites that can transact multiple brands and items in a single transaction.
This is especially true at retailers that hold everyday essential items, providing a path to regular visits, both online and offline.
Elizabeth Marsten, VP of commerce strategic services at marketing firm Tinuiti, shared her insights on the 2023 retail media landscape and all the need-to-know essentials in her session at SMX Advanced.
What is retail media?
Retail media is basically a type of paid search. Every business has some sort of paid search offering in which they are able to harvest existing demand.
However, retail media differs from paid search in the sense that it is split into two categories, onsite and offsite:
- Onsite
- Sponsored search (product ads)
- Display banners
- Browse, category pages
- Coupons
- Offers
- Offsite
- Programmatic display (ideally through a curated network)
- Social media
- Email / newsletters
- SMS / push notifications
- Google Shopping PLAs
- OTT
How does retail marketing work?
Retail marketing is rooted in first-party data that’s been collected by companies for the last three decades. This data has been enabling marketers to better understand customers, how they behave and molded the shape of what we know to be retail marketing.
- “Just think about how much, for example, Kroger knows about you if you are someone who buys groceries on a pretty regular basis from a Kroger. Maybe you started your loyalty card program with your phone number, which you still enter every time you check out. Whether or not that’s through an app or a self-checkout stand,” Marsten said.
- “At the checkout stand itself, you have been entering that phone number for probably a good 20 years maybe. So even when you were getting cash back in those early 2000s and you bought a pack of gum or a Twix, you entered that phone number just in case. Well, technically, that data is what has led us to much better-targeted advertising for things you might actually want.”
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What do paid search marketers need to know?
Marketers have been collecting data on consumers for 30 years and during that time, the industry has seen three big digital waves.
- The first big wave came in approximately 2002 when Google Ads started rolling out, along with similar products from companies like Microsoft and Yahoo. It took tech giants 14 years to reach $30 billion in advertising revenue.
- The second big wave started gaining traction in 2008 with the rise of social media. Brands like Meta, Twitter and Reddit took 11 years to achieve $30 billion in advertising revenue.
- The third wave began in 2016 with the arrival of retail media. This sector took just five years to hit the $30 billion goal.

Explaining why retail media has evolved so quickly, Marsten said:
- “If you worked for Google or Microsoft in the last 10 years or so, you probably have noticed that there aren’t a lot of big changes – for example, some of you may remember when Google renamed the Content Network to the Display Network. Those are pretty monumental changes that happen over time relative to digital advertising.
- “Now, when it comes to retail media, we are experiencing one of these every six months or so. So that is how fast things are coming up and changing and pivoting as we go on.”
Why in-store still matters
In store is still hugely important to retail media because this sector operates differently to D2C websites.
- “I care about in-store sales, I care about sales at the shelf and I care about sales at the self-checkout because I care about those digital touch points. “They tell us how we’re going to engage with the customer over and over again,” Marsten said
Marsten went on to talk about Walmart, which made $3 billion in advertising revenue last year. The company has huge retail media expansion plans in the future, and one significant advantage it has over competitors like Amazon its stores.
- “That’s 4,700 plus touch points in the United States alone. Think about how often folks go to get the essentials – I will be there every time outside and inside with my digital capabilities,” she said.
Google Shopping PLAs
Retail marketers have the option of purchasing Google Shopping ads via Target Roundel, which appear in Google SERPs. Customers who click through will be taken to the target.com experience – but this is funded by you.
So you can essentially work with Target Roundel to boost in-store sales via Google searches in order to fill out your marketing budget. It’s a popular choice with many major retailers such as Best Buy and Home Depot, but there are details to consider:
- The product you’re selling must be in store.
- Run through Roundel so limited reporting mid-flight (monthly only).
- In store sales included.
- Could be complementary or competitive.
- “It does take a minute in terms of reporting. But you do get in store sales. If someone searches local inventory, then they go in the store and they buy it because they see online that it’s in stock, they just go in the store and buy it. And you will get credit for that. It is pretty cool. It is something that I would say keep an eye on in terms of capabilities and what it could be. I’m pretty excited about what their roadmap looks like for next year.”
How is retail media working with Microsoft?
Retail media has multiple connections to Microsoft, including:
- Hardware: In-store screens and Xbox
- Activation: Promote IQ, Microsoft Ads, Xander and Netflix
- Automation / Research: ChatGBT
- Insights: PowerBI
- Data: Azure / Project Oakes
- CDP: Dynamics 365 Customer Insights
How is retail media working with Google?
Not to be outdone by Microsoft, retail media also works closely with Google in the following ways:
- Hardware: Pixel and Nest.
- Activation: DV360, YouTube, Google Ads and SA360.
- Automation / Research: Bard and Trends.
- Insights: Google Analytics and Looker.
- Data: Google Cloud and Pair.
- CDP: Customer Data Platforms and Google Cloud.
Commenting on retail media’s relationship with Google, Masrten added:
- “Similar to Microsoft, if you were a retailer and perhaps you had a Google stack, working with a whole bunch of different capabilities at Google, you can make it really easy for a brand to come in and activate across multiple channels or multiple platforms. But also, hopefully, eventually, we’ll get to a spot where insights can come forward in a way that is digestible and actionable. I would say we’re still working on that. This is a big wave and we’re still going!”
Key takeaways
Marsten concluded her talk by outlining the four key points she would like marketers to keep in mind when it comes to retail media:
- Lots of similar options: There are a lot of similarities in terms of who’s working with who.
- A bit jumbled: We’re still building out and there are similarities with Google and Microsoft regarding how they built out their capabilities.
- Stores. Stores. Stores: A lot of opportunity left to tie together. Think about how much money transacts through a store and potential capabilities from an in-store experience perspective.
- Watch the intersection of PPC (Google and Microsoft) and retail media for overlap: You better believe that they’re not going to be left out when it comes to retail media.
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Google has removed attribution models in GA4
Written on June 23, 2023 at 7:02 pm, by admin
Google Analytics today officially removed first click, linear, time decay, and position-based attribution models. This leaves only last click and data-driven, as Google announced would happen in April.
Charles Farina shared a screenshot on LinkedIn:

Not Google Ads (yet). Google will soon retire the four rules-based attribution models in Ads and starting in mid-July. You can continue using these attribution models until September, when they will be removed completely.
In a followup to their April announcement, Google Ads yesterday announced:
- “We will be removing selectability of these models for all conversions in Google Ads beginning in mid-July. This means that newly created conversions will no longer have first click, linear, time decay, or position-based as an attribution model option. Existing conversions not using these models will also no longer be able to switch to these models. If your account has conversions using these attribution models, these conversions can continue to use them until they’re removed completely in September.”
Why we care: Many marketers are upset about Google limiting us to having only the last click and data-driven attribution models. Removing these attributions means marketers have fewer insights to help make informed, data-based decisions.
How will marketers be impacted? If your Ads account has conversions using these models, you can continue to use them until September. But after that deadline, the models will be removed and data may be lost.
If you are working on conversions not using these models, you will not have the option to switch over after mid-July. In addition, newly created conversions will no longer have the option of even choosing these four models.
Sad day.
This was honestly what I was looking forward to most about with GA4 – the ability to change ALL date based off your attribution.
Sadly now only left with Last Click and DDA
https://t.co/SmWPmV3G9R
— Greg Finn (@gregfinn) June 23, 2023
Why now? Google has taken the decision to retire the four attribution models because of “increasingly low adoption rates, with fewer than 3% of conversions in Google Ads using these models” according to a Google spokesperson.
- “For these reasons, first click, linear, time decay, and position-based attribution models across Google Ads and Google Analytics 4 will be going away. Data-driven attribution, last click, and external attribution won’t be impacted.”
Dig deeper: Data-driven attribution: How to think about Google’s default attribution model
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Google updates when 4 attribution models will be retired
Written on June 22, 2023 at 4:00 pm, by admin
Google will start to retire four rules-based attribution models in Ads and Analytics from mid-July:
- First-click.
- Linear.
- Time decay.
- Position-based.
Marketers still using these attribution models will be able to continue doing so until September, when they will be removed completely.
Why we care: This update will affect the Google Ads accounts of all marketers still using these attribution models. Moving forward, any model that isn’t last-click will prove more difficult to monitor as every marketer has different data-driven attribution formulas.
- “In the past, you could use linear and give each touch the same credit. You will no longer be able to do so. There will be no impact on last touch, as that is still available. But finding some of the first-touch information will be much muddier because there will no longer be a way to see the formulas that compute the attribution scores.”
How will marketers be impacted? If your account has conversions using these models, you can continue to use them until September, but after that deadline, the models will be removed and data may be lost. If you are working on conversions not using these models, you will not have the option to switch over after mid-July. In addition, newly created conversions will no longer have the option of even choosing these four models.
Why now? Google has taken the decision to retire the four attribution models because of “increasingly low adoption rates, with fewer than 3% of conversions in Google Ads using these models” according to a Google spokesperson.
- “For these reasons, first click, linear, time decay, and position-based attribution models across Google Ads and Google Analytics 4 will be going away. Data-driven attribution, last click, and external attribution won’t be impacted.”
Dig deeper: Data-driven attribution: How to think about Google’s default attribution model
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GA4 gives marketers choice in Google Ads conversion credit eligibility
Written on June 22, 2023 at 4:00 pm, by admin
Google is rolling out changes that will give advertisers better insights into conversion performance.
For the first time, marketers working with GA4 will be able to choose which of their channels should be eligible to get conversion credit for web conversions shared with Google Ads. This applies to Google paid channels (formerly, Ads-preferred) and Paid and organic channels (formerly, Cross-channel).
Why we care. This new capability will tell you which channels contribute to a conversion, helping you better understand and measure the impact of your campaigns. This data will prove incredibly useful to advertisers as they’ll be able to create new strategies to increase conversions and revenue with more confidence and certainty.
How it works. Advertisers can view which of their channels are eligible for credit for each conversion in Google Ads, under the Conversions summary, Conversions detail, and Campaigns tabs. In Google Analytics, this information can be found in the Attribution settings page.
Which channels are eligible. There are two channels to be considered in this insatnce:
- Google paid channels: Only Google Ads paid channels are eligible to receive conversion credit.
- Paid and organic channels: Paid and organic channels are eligible to receive conversion credit, but only credit assigned to Google Ads channels will appear in your Google Ads accounts.
Advertisers should note the default channel is Google paid channels, however, marketers do have the option to choose PPC and organic channels instead.
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How to change the setting. In Google Analytics, this set-up can be edited at any time by going to the Admin > Attribution settings page. Once you have updated your preferences, changes will take effect on conversions moving forward.
What Google has said. The search engine explained in a statement:
- “You can now select which channels are eligible for conversion credit for web conversions shared with Google Ads: Google paid channels (formerly, Ads-preferred) or Paid and organic channels (formerly, Cross-channel).”
Deep dive: Click here for more information about what channels are eligible to receive credit for conversions and how to import conversion into Google Ads.
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Microsoft rolls out predictive targeting to all advertisers
Written on June 22, 2023 at 4:00 pm, by admin
The Microsoft Audience Network has moved predictive targeting to general availability.
Following a successful pilot, all advertisers will now be able to use the feature in their campaigns.
Why we care: Predictive targeting can help advertisers easily find new audiences that they may not have previously considered targeting. Not only are the identified audience relevant, but they are viewed by bots are more likely to convert, which could result in a higher ROI for marketers.
Successful trial. Microsoft has been trialing this tool for 10 months and has reported that advertisers on average have seen a 46% increase in conversion rates.
How it works. Microsoft bots examine ads along with the landing pages associated with them, before using its audience intelligence signals to match that content with relevant audiences. The bots have been designed to help marketers deliver the right message at the right time to drive better performance.
How to set it up. In order to integrate predictive targeting into your marketing campaign, you need to toggle on an ad group setting in the audience campaigns. You can do this in two different ways:
- Option A: When setting up an audience campaign, predictive targeting will now be the default targeting option. If you want to use predictive targeting, simply leave the settings as they are.
- Option B: If you want to expand your reach beyond targeted audiences for your campaign, you can choose to apply a marketing list or an in-market audience. To do this, simply toggle on predictive targeting and the Microsoft bot will serve to your targeted audience while simultaneously using predictive targeting to find users outside of that audience who are still relevant.
Is it the same as optimized targeting? It is similar in the sense that this tool can help marketers reach their ideal audience with little to no input. However, this tool was designed specifically to assist marketers using the Microsoft Audience Network using a combination of existing advertiser assets and Microsoft Audience Intelligence.
Microsoft shares best practices. The tech giant has identified best practices to help marketers achieve the best results:
- Microsoft bases its decisions and algorithms on ad content and landing page.
- Use clear and descriptive ad copy.
- Make sure your landing page provides a good user experience.
- Use predictive targeting in combination with automated bidding across all campaigns.
- “In terms of automated bidding strategies, we have a pilot target for CPA and maximum target conversion which are launching in the summertime. So the recommendation for now is to use it with enhanced CPC,” according to Microsoft.
- Apply predictive targeting to all of your campaigns to see how it performs.
- “You’ll also have a reporting line item in the campaigns grid and the audiences tab – that will show you exactly what predictive targeting is delivering for your campaigns.
- “Don’t just set audience targeting and forget about it. Report, review and adjust as necessary, keeping an eye on budgets and making sure you’re staying competitive,” Microsoft said.
Deeper dive: For more information on Microsoft’s predictive targeting feature, read its complete guide here.
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Master CTV advertising: A guide to launching your best campaigns by Cynthia Ramsaran
Written on June 22, 2023 at 4:00 pm, by admin
When it comes to Connected TV, you don’t need to walk the road less traveled when there is already a bridge to success.
Successful advertisers have already done the hard work of figuring out what a winning performance-focused CTV strategy looks like. MNTN looked at the top 25% of advertisers on its platform and put together a guide—so you don’t have to optimize alone.
Learn more by registering for and attending “Trust the Trail(blazers): Launching Your Best CTV Campaign,” presented by MNTN.
Click here to view more Search Engine Land webinars.
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