In “3 Handy Google Ads Scripts to Automate Tasks,” I addressed methods to expedite pay-per-click management. But, in my experience, advertisers should cautiously embrace Google’s push to automate campaigns. The key is to find the right balance of automation and user control.
Bidding strategies are among the most common forms of automation. Google’s “Smart Bidding” process uses machine learning to optimize ad performance, via:
- Target CPA. Set your desired cost per acquisition. This could be, for example, a CPA of less than $25 if a higher amount is unprofitable
- Target ROAS. The desired return on ad spend is similar to Target CPA. For example, create a Target ROAS of 300 percent if that level is necessary for profits.
- Maximize Conversions. Google will show ads to consumers who are most likely to convert based on their behavior and other data.
- Maximize Conversion Value. Similar to Maximize Conversions, this process seeks to garner clicks that produce the highest conversion value.
- Maximize Clicks. Google will set your bids to receive as many clicks as possible within your budget.
- Target Impression Share. Sets the percentage of search impressions to target for a given phrase. More impressions require more budget, generally.
But there are steps advertisers can take for more control.
Controlling Automated Bids
Set ad group level Target CPAs. By default, Target CPAs are set at the campaign level. For example, a campaign the advertises coffee tables could have a Target CPA to $50. But not every ad group in the campaign may warrant the $50 target. Some ad groups could justify a higher amount, while others require lower. Oval coffee tables, for example, may have high gross profit margins and thus can support a $75 Target CPA. But square coffee tables could have lower margins and require a $35 target.
Google can estimate the performance of Target CPAs if you have enough historical data.
Google can estimate of performance for Target CPAs provided there is sufficient historical data.
Set maximum cost-per-click bid limits. With bidding strategies for Maximize Clicks and Target Impression Share, always set the highest cost per click you are willing to pay. It’s a requirement for Target Impression Share, but not for Maximize Clicks. Setting a max CPC helps to accrue more traffic. For example, if you set your max CPC to $2 for a $50 budget, you will garner at least 25 clicks. Otherwise, you may pay more per click and receive only 18, for example.
Choose the most impactful conversion actions. With any Smart Bidding strategy, optimize for top conversion actions. That is especially true for Maximize Conversions and Maximize Conversions Value. Both attract users who are most likely to convert. But neither allows for max CPC limits. A keyword with an average CPC of $5 could increase to $10 if Google deems the user more likely to convert. Potentially paying more for the click isn’t the problem. The key is to make sure you are optimizing around the right conversion(s) — for example, a user who purchases products versus one who signs up for a newsletter.
Use portfolio bid strategies. Advertisers can apply bid strategies across multiple campaigns, similar to negative keywords and ad extensions. Say you want to maximize conversions or target an impression share across multiple campaigns. You can assign each tactic to all campaigns with portfolio bid strategies.
Review bid strategies often. Bid strategies change over time. A Target CPA for a campaign or ad group for one month could change the next. Advertisers often alternate between volume and efficiency. During Q4, for example, a high Target CPA may be desired. Come January, efficiency could be more important, necessitating a lower cost.
Similarly, the Smart Bidding metric could change. An advertiser could use the Maximize Clicks strategy initially to gain traffic and then switch to Target ROAS. Or, an advertiser could optimize for Maximize Conversions and then realize a higher Target Impression Share is more fruitful. In short, when it comes to automated bid strategies, never “set it and forget it.”
April 8, 2020 at 10:29AM
via https//www.brucedayne.com/
Matthew Umbro, Khareem Sudlow
