Google AdWords is specifically using advanced machine learning via artificial intelligence in its automated bidding algorithms. Target CPA (Cost per Acquisition) bidding, Maximize Conversions, and Maximum Clicks are just samples of new bidding algorithms that can be used in AdWords accounts.
Each algorithm has a place and function based on a client’s need and metrics of success. However, I have found that in some cases using these machine learning driven algorithms that cost per click increases as does cost per conversion.
The value of an account manager in this automated environment is to provide the needed checks and balances to assure that your profitability goals are being met in AdWords.
As Google integrates more machine learning applications in Google AdWords for suggestions, bidding, and account management, it now becomes even more important to have a business-minded AdWords experienced expert overseeing your account to achieve the best results at the lowest cost for your budget.
Machine learning, it is the new buzz in our industry. Machine learning is using computers via artificial intelligence to predict actions. Machine learning can be used for Smart Bidding in Google AdWords and can even predict performance of activity based on your keywords and budget.
With products like Universal App Campaigns and Smart Bidding, it’s now possible to use this data to help deliver millions of ads customized for your customers, and set the right bid for each of those ads–in real time.
If you are using the new Beta AdWords interface, the Opportunities tab recommendations are personalized suggestions for your account based on machine learning.
Even if you’re not using these AdWords innovations [listed above], you’re still seeing the benefits of machine learning. Google uses information about search queries, historical ad performance and other contextual signals combined with machine learning, to predict whether or not someone will click on your ad. This predicted click-through rate helps determine the selection, ranking and pricing of your ads–meaning machine learning is already working to show the right ads to the right customers.
This means that even if you were not aware that you were embracing machine learning, Google AdWords has embraced it for you, to make account management easier and to provide more insights and analytics to assist you in better managing your ad account.
Here are some ways that Google is leveraging machine learning for your benefit in AdWords.
Smart bidding and bidding to increase conversions
Ad rotation, ad creation, and optimization
Opportunities and account suggestions
Google AdWords is embracing machine learning in many account management areas. Not only will they will making keyword, bid, and budget suggestions, but now AdWords will even be self-creating ad text for your programs to supplement your own created ads.
To leverage all that AdWords offers for your businesses benefit, I invite you to visit our website to find out more about how McCord Web Services can help you with your AdWords management needs.
In this video I show you how to create a Smart List in Google Analytics and then flow the data into your Google Ads account for use in remarketing or as an additional audience for remarketing for search ads.
For our own Google Ads clients we can assist if needed with implementation at our typical hourly rate.
To help you fuller understand the new terminology in your Dashboard report and the changes that Google has made to drop the Average Position metric, here are the definitions of these two new important terms that appear in your reports.
Explanation of Search Top IS (Impression Share)
Search top impression share (IS) is the impressions you’ve received in the top location on the search result page divided by the estimated number of impressions you were eligible to receive in the top location. Use this metric to bid on the top page location.
The top location is anywhere ads appear above the organic search results. Eligibility is based on your current ads’ targeting settings, approval statuses, bids, and quality.
Explanation of Search Abs. (Absolute) Top IS (Impression Share)
“Search absolute top impression share” is the percentage of your Search ad impressions that are shown in the most prominent Search position.
Absolute top impression share = absolute top impressions / total eligible top impressions
What this means for you:
By using two new metrics, Google more clearly details where your ads fall in the competitive auction for first page placement. Google no longer shows when your ads appear underneath the organic search results in position 6-10 or on the second page of search results.
By reviewing these new metrics, you can identify if your bids, budget, and quality score which are used to determine ad rank are high enough to support ads appearing in the positions above the search results either in any position or the very top position.
If you are not budget restrained, meaning that you have additional marketing dollars to spend, here is a quick primer on how to know if it makes sense to increase your Google Ads spending budget.
First, look at your campaign level results and sort the data for yesterday. If you did not spend your full budget yesterday, raising your daily budget will have no impact. Make sure to check a few days on top of just yesterday to assure that you are seeing enough results to be sure.
Second, if your program is profitable for you meaning are getting leads which leave room for profit, then the rule of thumb is to increase your ad spend as long as you have a positive ROI or return on investment. Make sure to look at the average cost per conversion when you evaluate what your leads cost versus what you make per lead.
It is important to have an awareness of important facts that are unique for your business such as one out of every ten leads makes a purchase or becomes a regular customer and regular customers typically will stay five years with us and have a lifetime value of X.
I do not recommend raising your ad spend budget without thought to assure that Google Ads is an investment in your growth and not an expense.
That being said for accounts that have taken the approach of increasing the ad spend without a limit while there is still positive ROI, the results can be absolutely, positively, mind boggling and wonderful.
In Google Ads, you can compete effectively against large competitors who are spending a lot of money on Google Ads with a few creative approaches.
First, consider taking the gloves off. We will routinely target competitor names in very competitive spaces. Our ad text will show dynamic keyword insertion and phrases in the ad text like (Competitor’s Name) Too Expensive? Check out (Your Company Name) and then showcase features. Similar to (Competitor Name) is also another great way to get traffic and bleed off prospects who may have never known about you and were searching for your competitor.
Be watchful about the time of day your ads show. If you are competing against a company with a very large advertising budget, consider bidding down slow times of the day or times that do not typically convert for you and show your ads at your regular cost per click in peak times. This strategy keeps your name out there but focuses budget in peak decision making times.
Consider Display advertising and use In Market as a setting. This will show your ads in the Display Network and targets readers or browsing prospects that are actively looking for your competitor or services you offer.
If you are looking to boost your Google Ads exposure and be more competitive in your marketplace, I invite you to visit our website to find out more about McCord Web Services and what we do.