Category: PPC

Google confirms a bug with Google Ads Editor image uploads

Google has confirmed a bug with the most recent version of Google Ads Editor. The issue seems to be with the bulk image ad uploads process. Google is aware of the issue and said the team is working on resolving it.

Confirmation. Ginny Marvin, the Google Ads Liaison, replied on Twitter saying “The team is aware of a recent issue that may be impacting image ad uploads in Editor and is working to address it. Changing versions won’t help in this case. I’ve passed this along and will let you know if I learn anything new.”

No work around. Google said that reverting to an older version of Google Ads Editor won’t resolve the issue. Google said it has to fix the issue for it to be resolved. So hang tight and be patient or if you really need to upload image ads, then you can try to do so through the web interface or maybe the API.

Google Ads Editor. Google Ads Editor is a desktop program for Windows or Mac that makes managing your Google Ads more efficient. Google Ads Editor is a free, downloadable application for managing your Google Ads campaigns. It allows you to download one or more accounts, make changes offline, then upload the changes to back into Google Ads. Google Ads Editor can help you save time and make it easier to make changes in bulk.

But when things do not work, it can be frustrating.

The complaint. Here is the complain from Josh B. on Twitter:

Here is Google’s response:

So far, I do not see an update that this has been fixed yet.

Why we care. If you are having issues with Google Ads Editor’s ad image uploader, you are not alone. Google is working on a fix, so maybe avoid using it if you can work on other areas of your Google Ads campaigns.

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Jason December 3, 2021 0 Comments

Google Ads ditches campaign drafts in updated experiments page

A new experiments workflow is rolling out to select Google Ads accounts, according to reports from numerous PPC professionals. Tip of the hat to Dario from the Marketing O’Clock Discord channel for first spotting this update. Google declined to provide a specific date for when this feature will roll out more widely.

Why we care. Marketers that often use experiments to identify ways to optimize their campaigns may feel that it is “super annoying” to have to create a draft first. This new workflow eliminates that step, making the process less clunky, which can save advertisers time.

Likewise, being able to sync changes from the base campaign and receiving customized reporting based on experiment goals can also be a timesaver and make Google Ads experiments that much more useful for advertisers.

The new Google Ads experiments page. Advertisers that have access to the new experiments page may see the following notice: “The new experiments page allows you to create experiment campaigns without creating a draft, automatically sync changes from your base campaign to your trial campaign, and receive customized reporting based on experiment goals.” Tip of the hat to Brett Bodofsky for sharing the notice on Twitter.

Below are screen captures of the new workflow, courtesy of Greg Finn from Cypress North.

Image: Greg Finn.

The left-hand navigation has been updated from “Drafts & experiments” to just “Experiments” to reflect the change. 

Image: Greg Finn.

There are three options: Optimize text ads, video experiment and custom experiment.

A tour of the “optimize text ads” option. Image: Greg Finn.

Not just for advertisers in the U.S. Michele Senatore, a digital marketer based in Italy, also spotted the update. Google has not stated whether this update will roll out globally.

What Google said. “We do a lot of experiments and we’re always testing to find new ways to improve the experience for our advertisers, but we don’t have anything specific to announce right now,” a Google spokesperson told Search Engine Land when asked about the new experiments workflow.

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Jason December 3, 2021 0 Comments

Demographic audiences deliver twice the reach of narrow interest audiences, according to Facebook

Demographic audiences delivered nearly twice the reach (+99%) of interest audiences in campaigns with the same budget when the selected interest audiences were too narrow, according to a study of consumer packaged goods (CPG) campaigns published by Facebook. However, both types of targeting performed comparably when interest audiences were broad enough.

The analysis included 50 CPG campaigns in the EMEA region, measured using Facebook Brand Lift.

Why we care. The big takeaway from Facebook’s analysis is that some interest audiences are too small to generate scale when compared with demographic audiences. Advertisers should assess their interest audiences and decide whether the higher impact is worth potentially diminished reached and higher CPM.

If interest audiences are broad enough, they can perform comparably with demographic audiences. In that case, advertisers should select the strategy that best matches their campaign goals.

While these findings make sense, they’re also convenient for Facebook, since Apple’s App Tracking Transparency doesn’t affect demographic targeting.

Demographic outperforms interest audiences that are too narrow. Interest-based targeting is inherently more limited than demographic-based targeting. To overcome that difference, the campaign with the lower reach needs to compensate with greater efficiency. Interest targeting does deliver greater efficiency, but it’s unlikely to make up the difference.

Image: Facebook.

“Among the campaigns with significantly reduced reach due to interest targeting, the effectiveness was slightly higher compared to the demographic audiences (+22%),” Facebook said, “However, this increase was slightly below the required threshold and was unlikely to sufficiently compensate for the lower reach. As a result, demographic strategy was 1.6 times more likely to be the winning strategy and drove more cost-efficient brand outcomes compared to the interest strategy in these campaigns.” When interest audiences were too narrow, demographic audiences also delivered 99% more reach than interest audiences on the same budget.

Both demographic- and interest-based targeting can deliver reach. The two strategies achieved comparable reach with the same budget when interest audiences were broad enough to provide sufficient reach. When both could deliver comparable reach — within 20% of the other — for the same budget, Facebook’s analysis showed that they were equally likely to be the winning, cost-effective strategy.

Image: Facebook.

“This finding implies that some broader interest audiences can generate scale of reach comparable to demographic audiences and marketers can select either of the strategies while maximizing the alignment to the category buyers,” Facebook said.

Your objectives should dictate your strategy. Demographic targeting was the winning strategy 1.6x more often at the top of the funnel, while interest targeting was the winning strategy 2x more often at the bottom of the funnel, according to the analysis.

Image: Facebook.

This means that interest audiences may be better for lower-funnel objectives, like driving purchase intent and consideration, while demographic audiences might be more likely to drive upper-funnel objectives, such as brand awareness. Advertisers should select the strategy that best matches their campaign’s specific goals. Using both strategies appropriately can enable brands to drive both upper and lower funnel outcomes.

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Jason December 1, 2021 0 Comments

Google AdSense’s Matched content widget will only show ads starting on March 1, 2022

Beginning on March 1, 2022, Google AdSense’s Matched content widget will only show ads, the company announced Wednesday. To go along with the change, Google is also rebranding Matched content as “Multiplex ads.”

What’s changing. Launched in 2015 as a free recommendation service that enables sites to promote their own content, along with ads (which can be disabled), to visitors, the Matched content widget will continue to function that way until February 28, 2022.

An example of a Matched content widget. Image: Google.

“Due to decreasing usage of the content promotion service, and positive customer feedback and performance results from the ads-only Matched content ad format, we’ve decided to turn down the content promotion service and convert all existing Matched content units to only show ads,” Google said in the announcement, “This also applies to Matched content units that have the ‘Monetize with Ads’ option turned off.”

Fresh rebrand, new rules. To be eligible for Matched content, sites must contain a minimum number of unique pages and meet a traffic volume requirement. With the change and subsequent rebrand as Multiplex ads, these requirements will be lifted and the ad type will be available to all AdSense publishers.

After March 1, 2022, the Matched content page in the AdSense interface will be removed and the Matched content unit editor will be updated to show the new ads-only format.

Why we care. Sites that were using the Matched content widget to show users a mix of their own content and ads will, as of March 1, only be showing ads. This change will happen automatically, even if you have the “Monetize with Ads” option switched off.

If you don’t want the widget to only show ads, you should remove it before March 1.

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Jason November 24, 2021 0 Comments

Why consumer privacy is Google’s ace in the hole

The latest earnings announcements from Alphabet and Facebook have made it abundantly clear that the consumer privacy movement is creating a competitive advantage for Google. It’s important that businesses understand this reality as Big Tech firms enact tougher privacy controls.

Since January 2020, both Apple and Google have made some big moves in the name of protecting consumer privacy. These changes are affecting businesses everywhere:

  • In January 2020, Google said that the company would phase out third-party cookies on Chrome, the world’s most popular browser. As a result, advertisers would lose the ability to serve up highly targeted ads based on tracking consumer activity on Chrome. Google later postponed its timetable for doing this after regulators stepped in and insisted on having oversight with the process.
  • In 2021, Apple enacted the Application Tracking Transparency (ATT) privacy control as part of an update to its operating system for Apple devices. ATT requires apps to get the user’s permission before tracking their data across apps or websites owned by other companies for advertising, or sharing their data with data brokers. As much as 96% of users in the United States are opting out of having their behavior tracked.

These changes are doing something else, too: they’re making Google stronger.

The impact of Google’s privacy controls

Phasing out third-party cookies in Chrome helps Google in two important ways and makes its ecosystem stronger. The demise of third-party cookies is quite convenient for Google sites such as Google Maps and YouTube. That’s because they use first-party cookies to track user behavior. Therefore, those sites become more appealing to advertisers that wish to continue serving up targeted ads working with Google. As Alphabet reported, YouTube’s advertising revenue for the third-quarter 2021 was $7.2 billion, up from $5.04 billion a year ago.

Meanwhile, Google is building its own open-source program that is intended to help businesses serve up targeted ads without using third-party data. This program is known as FLoC (Federated Learning of Cohorts). FLoC will make it possible for businesses to group people based on their common browsing behavior instead of using third-party cookies. According to a Google blog post, “Our tests of FLoC to reach in-market and affinity Google Audiences show that advertisers can expect to see at least 95% of the conversions per dollar spent when compared to cookie-based advertising. The specific result depends on the strength of the clustering algorithm that FLoC uses and the type of audience being reached.”

I cannot overstate how important it is for Google to grow its ad revenues, which were $53 billion for the third quarter. Google is clearly succeeding. But a number of players, notably Amazon Advertising and Facebook, present a threat. Google will do everything in its power to fend off its competition and grow its cash cow.

But, why bother to do all this? Because Google is reading the room: Consumer privacy has been a hot-button issue in recent years. Legislators all over the world have been pressuring Big Tech to protect consumer privacy more carefully. And, you have to give Google credit for how adroitly the company is acting here. The company is making its own sites more attractive while giving advertisers the means to continue working with Google Advertising using its own open-source program.

The impact of Apple’s privacy controls

Apple’s ATT is already having an impact in some interesting ways. First off, as users opt-out of having their privacy tracked, social media sites such as Facebook, which track user behavior to serve up targeted ads, are taking a $10 billion revenue hit (and counting). This also affects Google’s ad rival Facebook — thus helping Google. In addition, some advertisers are taking their business to the Google Android operating system, creating another boon for Google. As The Wall Street Journal noted, “ . . . many brands have shifted their ad spending to Google because its flagship search-ad business relies on customer intent—users’ search terms immediately reveal what they are interested in—rather than data collected from app and web tracking.”

What businesses should do

It’s important that businesses continue to watch and react. Even though Google’s war on third-party cookies was slowed down by regulators, the writing is on the wall: advertisers need to be prepared to tap into their first-party data to create more relevant content. This means, among other things, monitoring the tools that Google is developing to help advertisers do that.

Advertisers should also keep a close eye on how retailers such as Amazon and Walmart are successfully mining their own first-party data to offer targeted ad products. Google is not the only game in town. Retailer-based advertising gives businesses the means to reach people who are shopping with an intent to buy. After all, Amazon is the most popular platform for product search. But, more importantly, it’s time for businesses to lean on their own data to build relationships.

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Jason November 23, 2021 0 Comments

4 ways to optimize your responsive search ads

Google’s responsive search ads (RSAs) have existed alongside the original expanded text ads (ETAs) since May 2018, giving marketers more formats for their campaigns. Since then, RSAs have not only become the default, but are set to be the sole text ad format going forward.

“As we’ve suspected, RSAs will become the only ad format that you’re going to be able to use, at least as far as a plain text ad,” said Frederick Vallaeys, co-founder and CEO of PPC management software company Optmyzr, in his session at SMX Next.

Marketers would be wise to start optimizing RSAs to stay ahead of their competitors. Here are four tactics Vallaeys recommends marketers use to improve their effectiveness.

Use more headline variants

Headline variants can allow marketers to use more keywords, which can enable their RSAs to reach more potential customers.

“If you give Google more variations then the CTR goes up because they’re able to show the right ad to the right user at the right time,” said Vallaeys.

However, spikes in CTR don’t necessarily correlate with increased conversion rates. Data shows they actually decrease with more headlines.

Image: Frederick Vallaeys

Fortunately, adding more headlines also increases total impressions as it gives Google more flexibility to create the ideal ad for each situation, leading to more impressions per RSA.

Image: Frederick Vallaeys

“Conversion rate seems to go down the more variety you introduce,” Vallaeys said, “But at the end of the day, the thing we care about is impressions and conversions per ad unit.”

“We recommend taking full advantage of all the flexibility Google gives you, using those 15 headline variations and all the descriptions as well,” he added.

Analyze asset labels

Google Ads’ asset labels show which assets are performing well and which assets you should replace after the RSAs serve. Vallaeys recommends watching these assets for two weeks, then replacing those that are underperforming.

Image: Frederick Vallaeys

“This is when you open up your RSA and you look at the different headlines and description lines,” said Vallaeys.

“This label they [Google] give you is based on actual performance,” he added, “So it’s a good thing to optimize against.”

Review combination reports

The combinations report show marketers what ad combinations are served up most often. These can provide marketers with insights into how Google’s optimization algorithms are working — and whether any mistakes have been made.

“It’s a good thing to look at to make sure there’s no crazy ad text combinations,” Vallaeys said. “If you’ve used a number of headlines, Google could put it together and all of the sudden it says something you’re not happy with. This is a great place to see what are the most common combinations of ads that Google serves.”

Image: Frederick Vallaeys

The assets in these reports should be reviewed to see how many impressions they’re receiving as well. If certain assets receive low impressions, it might be time to replace them.

Put smart bidding automation in place

Marketers should combine automation to help prevent ads from showing up to the wrong groups, Vallaeys says.

“If you’re doing manual bidding and letting Google show your RSAs to less-likely-to-convert audience members, then that’s problematic because your manual bids are not going to handle that,” said Vallaeys.

“But if you combine smart bidding with Google automatically showing the right ad — even doing a little bit more broad match — you can get good results,” he added.

Image: Frederick Vallaeys

This tactic is backed up by search data as well. Marketers who switch from ETAs to RSAs, using the same assets, in campaigns that use broad match and smart bidding see an average of 20% more conversions at a similar cost per conversion, according to Google.

A mix and match approach to bidding like this can help marketers get the most out of Google’s automation. And, the ability to use A/B testing within the RSAs can help achieve the desired results. If automation is the future of search ads, marketers would be wise to use Google’s machine learning systems to their fullest extent.

Watch the full SMX Next presentation here (registration required).

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Jason November 22, 2021 0 Comments

Campaign creation, search trends and performance insights explanations arrive on Google Ads mobile app

Advertisers can now create campaigns, review Search trends and view more explanations with performance insights in the Google Ads mobile app, the company announced Friday.

Why we care. The new mobile app features enable greater flexibility for SMBs and PPC practitioners to keep tabs on their campaigns or make adjustments from anywhere.

Search trends on mobile can enable advertisers to quickly identify popular searches that may be relevant to their business. And, advertisers can immediately act on that information since they’re now able to create campaigns within the mobile app.

And, the performance insights explanations can help advertisers identify the causes behind performance fluctuations, even the positive fluctuations. This can help them understand what worked so that they can repeat those tactics in the future.

Create campaigns from anywhere. Advertisers can now create Search campaigns directly in the Google Ads mobile app by tapping the plus icon on the bottom-right of their screen, as shown below.

The campaign creation workflow in the Google Ads mobile app. Image: Google.

Advertisers can select a campaign type, where they would like their ads to appear as well as adjust other campaign settings.

Search trends in the mobile app. This feature shows advertisers trends insights for products and services relevant to their business. Tapping on a Search trend shows popular searches associated with that particular trend — a grocery store might see a trend for “pies & tarts” with growing searches for “pumpkin pie,” Google provided as an example. 

Search trends in the Google Ads mobile app. Image: Google.

Advertisers can create custom notifications to alert them when new search trends are relevant to their account. And, recommendations may also accompany search trends.

More explanations in performance insights. Advertisers can now see explanations based on changes to their bid and budget strategies as well as shifts in search interest. Performance insights for positive performance changes are also now available.

Performance insights explanations in the Google Ads mobile app. Image: Google.

Recommendations may also appear in your performance insights as well.

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Jason November 22, 2021 0 Comments

Advertisers can adapt to supply chain issues without pausing campaigns

The holiday shopping season is typically a boon for online retailers, but this year, supply chain issues coupled with heightened consumer demand have put merchants, and the PPC professionals that work with them, in a difficult position. After all, if there’s no inventory to sell, advertising those products will only lead to wasted budget and disappointed customers.

While demand is likely to level off as we move past the holidays, supply chain issues may linger. For example, furniture retailer IKEA said it expects supply chain-related shortages to last until mid-2022. Without a clear end in sight, retailers may consider halting their paid campaigns or even suspending their partnerships with PPC agencies, which may also have experienced similar client churn at the outset of the pandemic as well.

Fortunately, there are alternatives to going dark with your paid campaigns that can not only help you weather the storm but also put your brand ahead of competitors that do pull the plug on their ads.

Shutting down campaigns may cost more than it saves

“I would challenge advertisers to think creatively about their customer’s journey and avoid going completely dark, especially during Q4,” Nancy-lee McLaughlin, senior director, search & enterprise services at Tinuiti said, “A strong Q4 helps set up for a successful Q1 when you have a full-funnel strategy in place.”

Halting your campaigns altogether might result in loss of market share or brand awareness. “This might be an excellent time to reallocate some spending toward more upper-funnel projects and away from performance-based programs that are more susceptible to present issues,” Christena Garduno, CEO at Media Culture told Search Engine Land.

There are also considerations regarding the machine learning that powers many campaigns: “Campaigns that go dark for extended periods of time (7+ days) may see a new learning period when ads are turned back on,” said Fred Vallaeys, CEO at Optmyzr and one of Search Engine Land’s 2021 Search Marketers of the Year. “If that is a concern, a better approach is to reduce budgets so ads continue to run at some level while prospects are directed to buy an alternative, join a waitlist or place an order that will be fulfilled at a future date,” he added.

Whether to shut down your ads depends on your visibility in the search results and your goals. Vallaeys provided the following criteria to help guide your decision:

  • An advertiser who dominated a SERP risks opening the door to competition if they simply turn off ads and cede the business to others. With the usual top player gone, competitors can move in and steal your business. Many advertisers have seen how hard it can be to unseat a competitor from the top spot, so advertisers who already own the top spot may prefer to not rock the boat and substitute another landing page or product rather than go dark.
  • Advertisers who were not previously dominant may find it less important to keep ads running when products become unavailable. While their temporary absence reduces auction pressure and hence lowers the CPC for advertisers in higher positions, consumers won’t see as much of a difference because the choices offered by the top ads won’t change as much.

Regarding the second point, Vallaeys provided the following analogy: “If I went to the mall to buy a pair of pants, I might have started my visit at an anchor tenant like Macy’s. But, if I found Macy’s was closed, I’d probably try out one of the smaller specialty retailers and maybe find that Lululemon has really good men’s pants. On my next visit, even if Macy’s was back, I might still go to Lululemon. But, if Lululemon had been closed that first time, I wouldn’t have noticed the difference and simply made my purchase as intended from Macy’s.”

Avoiding the pause

There are a number of alternatives to pausing ad campaigns that can set you up to rebound faster when supply chains stabilize.

For one, focus on the upper funnel. “Now’s the time to highlight your brand value and focus on what sets you apart from the competition,” Shelby Gagnon, product marketing manager at Microsoft Advertising wrote. “Use search and native messaging to focus on brand values and stability so you don’t lose share of mind or customers. Keeping your brand front and center while others pull back works to your advantage in gaining a share of voice and wallet in the future,” she added.

You can also shift media to promote “tier 2” products that you may have in higher supply. When assessing whether to do so, McLaughlin suggests considering the following:

  • Is there a challenger ASIN/SKU that has stock and may become a tier 1 product in the future with some extra support? 
  • Is this product a replacement or enhancement for the tier 1 product [that you’re having trouble keeping in supply] and how does this impact strategy?
  • Is this shift to a “tier 2” product going to drive a different ROAS and how does this impact the total media plan? 

You can also promote digital goods, like gift cards, or other virtual products.

Another option is to simply tweak your campaigns. “Instead of spreading your budgets too thin, tighten geo-targeting and bid strategies, or spend more in locations that may be less impacted by supply shortages,”  Gagnon recommended.

You can also schedule your ads to achieve greater efficiency: “Keep ads on part-time with the use of ad scheduling to focus budget on the most profitable hours,” Geetanjali Tyagi, COO at Optymzr, said.

“Removing back-ordered, low-inventory, and high sell-through products from feeds can help maximize investment,” Marion Gendron, senior manager at Merkle, recommended, “Promoting higher average order value/luxury products with a longer click-to-purchase timeline will increase ad effectiveness.”

Lastly, adjust your messaging. Expectations can make or break the customer experience, and framing the right expectations for your audience can help you increase their customer lifetime value. “Be transparent with your customer about shipping wait times, when consumers are used to getting items in two days or less, every hour over that is painful so get ahead of this communication when you can,” McLaughlin said.

“If supply constraints are severe enough where you need to throttle driving traffic to a purchase page, ensure you have strategies set up to retarget those customers when you are able to meet those demands,” she added.

Finally, if you must cut back, comparing sales performance by channel may reveal products that are doing well enough organically that you can shift budget to in-stock items that need more exposure to compete against other retailers.

Despite pandemic-era disruption, customers have shown that they’re still looking to spend and support our brands. Maintaining a paid media presence can help you show those customers that, despite these challenges, your brand still seeks to serve them, even if you don’t have the products they’re searching for exactly when they’re searching for them.

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Jason November 20, 2021 0 Comments

Facebook’s topic exclusion controls test rolls out to more advertisers

Facebook will soon expand its test of topic exclusion controls for ads in the News Feed to a limited number of advertisers that run ads in English, the company announced Thursday. First announced as a test in January 2021, topic exclusion controls allow advertisers to exclude ad delivery to users who have engaged with any of the following topics: “News and Politics,” “Social Issues” and “Crime & Tragedy.”

Why we care. If these controls roll out more widely, advertisers might feel more confident about brand safety on Facebook. The platform has been at the center of numerous controversies over its handling of misinformation and hate speech and may be falling out of favor, particularly with teenage users, which are projected to decrease by 45% over the next two years.

Creating a more brand-safe environment may help Facebook maintain revenue from ads. But, if it’s not able to modernize itself and compete with newer platforms, like TikTok, advertisers may eventually move to whichever social media platforms their audiences migrate to.

Early testing has been promising, according to Facebook. In Facebook’s early topic exclusion controls tests, it found that advertisers that:

  • Excluded the News and Politics categories were able to avoid News and Political adjacency 94% of the time.
  • Excluded the Tragedy and Conflict categories were able to avoid Tragedy and Conflict adjacency 99% of the time.
  • Excluded the Debated Social Issues categories were able to avoid Debated Social Issues adjacency 95% of the time.

More granular News Feed controls for users. Users are able to dictate whether they’re included in the three topic exclusion categories from their ad preferences menu.

The company is also testing new controls that enable users to adjust their News Feed ranking preferences. The customizations would enable users to increase or reduce the amount of content they see from their friends, family, Groups and Pages.

Looking into the future. “We see this product as a bridge between what we can offer today and where we hope to go — content-based controls,” Facebook said in the announcement, “We will soon begin exploring and testing a new content-based suitability control that will aim to address concerns advertisers have of their ads appearing in Facebook and Instagram feeds next to certain topics based on their brand suitability preferences.”

By the end of the year, the company also plans to work with third-party brand safety partners to develop a solution to verify whether content adjacent to an ad in News Feed aligns with a brand’s suitability preferences.

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Jason November 19, 2021 0 Comments

Demand forecasts, consumer interest and audience insights are coming to Google Ads’ Insights Page

Four new features — consumer interest insights, audience insights, change history insights and auction insights, and demand forecasts — will be rolling out in beta to the Google Ads Insights page globally in the coming weeks, the company announced Thursday.

Why we care. If the predictions are accurate, demand forecasts can help brands better anticipate emerging trends so that they can plan their inventory and campaigns accordingly. However, user behavior has been unpredictable since the start of the pandemic, so make sure to evaluate demand forecast predictions with your own data before making decisions based on them.

The consumer interest and audience insights enable advertisers to learn more about how customers are searching for their offerings, as well as the themes they’re interested in and the ad copy that most resonates with them.

Zooming out, Google Ads’ product updates and offerings over the last few years have been designed to make advertising easier for SMBs, which may not have the resources to hire a full-time PPC professional or enlist the help of an agency. The Insights page is free and these features are likely to provide actionable information to all advertisers on Google’s platform, but its benefit will be greater for businesses that otherwise may not have had access to these trends.

Consumer interest insights. This feature aggregates and anonymizes the top-performing search query themes that drive performance in your campaigns. It tells you the number of people who searched for each theme, the theme’s growth and how it performed in your account.

Consumer interest insights in the Insights page. Image: Google.

Audience insights. This feature is aimed at helping advertisers learn about the interests and affinities of audiences that are seeing their ads, particularly the user groups that Google’s automation has identified as driving strong performance. Additionally, audience insights can enable advertisers to identify what creative resonates with their audience.

Audience insights in the Insights page. Image: Google.

Demand forecasts. Instead of focusing on historical performance trends, demand forecasts use machine learning and past seasonal search trends to predict emerging search interests over the next 180 days.

Demand forecasts in the Insights page.  Image: Google.

These forecasts are personalized to your account, so advertisers will only see trends based on the categories they advertise in. Data is updated daily and predictions are replaced with real data as it comes in. The forecast may also adjust daily to improve accuracy.

Change history insights and auction insights. This feature can be used to better understand how shifting auction competition or changes you, the advertiser, made in your account affect performance.

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Jason November 18, 2021 0 Comments