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Showing posts with label Reporting. Show all posts
Showing posts with label Reporting. Show all posts

Sunday, March 23, 2014

AdWords Brings Keyword Bid Simulator Estimates Into Reporting Columns

 With a handy new set of columns, Google is bringing the AdWords bid simulator into fuller view.
AdWords Bid Simulator Columns

From the keyword tab, advertisers can now add several columns to their reporting from the new Bid simulator section offered in the Customize Columns menu. A range of  bid simulator estimates can then be viewed across multiple keywords, replacing the need to need to click the bid simulator icon on each individual keyword.

Here are the new column options (You can ignore the Base max. CPC listed at the top of the menu because it’s a duplication of the Max CPC column already in the reports):
  • 50 percent lower than your base bid
  • 50 percent higher than your base bid
  • 300 percent higher than your base bid
  • At your top of page bid estimate
The column functionality also means these metrics can be downloaded and exported — even across MCC-managed accounts. The standard sorting and filter options apply to these columns, and automated rules can be set based on the Bid Simulator estimates.
AdWords Bid Simulator Columns

Thursday, September 5, 2013

Measure & Optimize for Offline Sales with AdWords Conversion Import

Potential buyers have increasingly turned to the web as the first step in their purchase decisions.  So for years, digital marketers in insurance, auto sales, and other high consideration industries have been using AdWords to build awareness and generate leads. These leads have been handed to sales reps, who then help customers complete the purchase process.

In AdWords, you’ve been able to see which keywords lead to higher or lower lead volumes, and to optimize for a cost per lead goal. But there's been no easy way to measure and optimize in AdWords for events that happen beyond the website, like a customer order taken over the phone by your sales team.

New Conversion Import Feature

The new AdWords conversion import feature can help you measure and optimize for the complete end-to-end purchase process. Now you can upload your offline conversion events into AdWords and see how clicks on your ads led to sales made in the offline world such as over the phone or via a sales rep.


Click image to enlarge

And since your offline conversion events will be incorporated into your existing AdWords conversion data, tools such as Search Funnels, Automated rules and Flexible bid strategies can leverage that data.

How you might use the conversion import feature

Let’s see how importing conversions can help a small business measure and optimize for the entire customer journey, from online leads to offline sales.

Isabelle designs, builds and sells high-end custom furniture. She uses AdWords to drive prospective customers to her website, where they can submit their contact information and request a sales call. AdWords Conversion Tracking can measure these raw lead submissions, but since most of them won’t result in a sale, she optimizes her campaigns on raw submitted leads; not actual sales.

Now that she’s able to import her offline conversion data (including sale value), Isabelle can better understand which keywords drive the most profitable sales. With a more accurate ROI picture, Isabelle can better manage her bids and budget.

Monday, August 5, 2013

Easily compare your ad performance over time

Which campaigns are down this week? How is my performance this month compared to last month? If you’re like most advertisers, you ask yourself these questions on a regular basis. Over the next few days, we’re rolling out a feature that makes it much easier compare metrics across different time periods by putting the data right in your AdWords tables.

Once “compare dates” is enabled in your date selector, you’ll see a new + button at the top of many columns. Click the + above Clicks, for example, and the Clicks column expands to show you this week’s Clicks, last week’s Clicks, the absolute change and the percent change.



This new functionality has been added to many reports across AdWords, on most metrics. All of the additional columns are also sortable and filterable, which makes it easy to answer questions like:

Which campaigns saw the largest increase in clicks?
Which ad groups saw conversions drop by more than 20%
Which keywords saw an increase of at least 100 clicks?

You can also use filters on these columns. This makes it easy, for example, to create a saved filter which finds all campaigns that saw a decrease in clicks of 20% or more:


Thursday, July 25, 2013

Quality Score Explained by former Google Employee

With the continuing expansion of ad space at the top of the page (from ad extensions like sitelinks with descriptions), it’s more important than ever to make sure your ads have a great ad rank. But CPCs are on the rise – so unless you can improve your conversion rate so you can increase bids, Quality Score (QS) optimization may be your only way to maintain a high rank without breaking the bank.
While I’ve been a panelist representing Google in Quality Score sessions at more conferences than I can remember, I’ve been meaning to put together some of my insights on the topic for a broader audience. So, here goes….

The Evolution Of Quality Score

Even if you don’t care much for a history lesson, it may help paint a picture of why QS exists in the first place, and the evolution of factors may give you some insight into what Google cares about.
When I started working at Google in 2002, Quality Score didn’t exist. But what set Google apart from the other PPC ad systems at the time was how they determined if ads were relevant enough to warrant an impression. In addition to having a team of humans reviewing all ads, the system was also monitoring the click-through rate (CTR) of every keyword — if a keyword’s CTR fell below 0.5%, it would become disabled for poor relevance. Google was using the wisdom of the crowds to let its users determine which ads should show and which shouldn’t.
The problem with disabling keywords at an arbitrary CTR level was that advertisers were unhappy to see some of their keywords disabled forever (unless, of course, they knew of the workaround to resubmit the same keyword with different capitalization). So, we started to evolve the system. Instead of disabling keywords, we came up with new statuses like “slowed,” “in trial” and “on hold.”
The idea was to give advertisers a way to fix low-relevance keywords by giving them a small allowance to run ads that were considered poor quality so that they might prove otherwise. We also gave the system more flexibility so there wasn’t a hard cutoff at the 0.5% CTR level. Ultimately, though, most advertisers still saw keywords they really wanted to advertise on get disabled, and they remained displeased.
Google addressed this with the introduction of the minimum bid. Rather than flat out disabling keywords, they asked advertisers to pay more for keywords that had low relevance — the idea being that eventually, it would make no sense for an advertiser to keep paying the high cost-per-click (CPC), and they’d either optimize the relevance or delete the keyword.
In today’s system, the minimum bid has been engulfed by the first page bid, which also takes into account competition. It’s a little harder to see the direct correlation between what you pay and the quality score, but the connection’s definitely there.
Below is an example of where we see the correlation between the average CPC and the QS in our Quality Score Tracker tool.
As the Quality Score starts to increase, the average CPC in this campaign starts to drop.
As the Quality Score starts to increase, the average CPC in this campaign starts to drop.

Quality Score’s Impact On Ad Rank

When Google launched AdWords Select and started to shift from CPM-based pricing to CPC-based pricing, they couldn’t afford to lose all the revenue from their CPM program (which was called AdWords at the time). They were still a pretty small company, and Yahoo/Overture was a formidable competitor. So, to ensure revenue was maximized, they ranked ads in the CPC program according to a very simple rule:
Ad Rank = Max CPC * CTR
If you take a minute to look at this more closely, you’ll quickly see that ad rank is, in fact, equal to CPM or dollars-per-impression. This was the simple but brilliant insight that made AdWords so powerful — advertisers only had to pay when they got clicks, users would see more relevant ads because ads with high CTRs were more likely to appear high in the results, and Google was making as much money as possible from these ads.
The equation for ad rank is a whole lot more complicated these days and now includes thresholds for appearing at the top of the page, landing page factors, and more. But at the heart of it, the original principle still applies: if Google can show more relevant ads, they will get more clicks, have happier users and make more money. And, the key component for achieving this is CTR.
The importance of CTR to Quality Score is a bit like the importance of TF-IDF to SEO. While there are hundreds of factors that go into ranking in paid or organic search, these long-established principles are still some of the most important ones. In the 80/20 rule, these are your 80 percent factors and the first ones you should pay attention to.

Factors Of QS

While I’ve explained that CTR is a main driver in QS, it’s useful to understand how Google thinks about CTR. After all, there are many things that influence the CTR you see in your account such as the device, the network, or the position of your ad on the page. Thus, the average CTR you see in your account is not the CTR Google uses to determine Quality Score.
To make sure advertisers have a level playing field, they evaluate small slices of CTR.
For example, they look at different CTRs by device type so that your performance on mobile won’t affect your performance on desktops. They also have a different CTR they look at for the Display Network and Google Search — a good thing, since CTR on Display is usually much lower, and you wouldn’t want that to hurt your QS for search.
Where possible, they also favor looking at the CTR when the keyword in your account matches the search query exactly (don’t confuse this with the “exact match” keyword match type), and they normalize the CTR based on the number of ads on the page and your ad’s position amongst them.
Furthermore, Google has to make some guesses before they have a statistically significant amount of CTR data for new accounts, new keywords and new ads, and they do this by evaluating the CTR at different levels as explained in the diagram below.
The various levels at which Google evaluates CTR to determine Quality Score.
The various levels at which Google evaluates CTR to determine Quality Score.
As you can see, there are 3 levels of CTR evaluation: the account, the keyword and the ad. These CTR elements are all combined into a secret formula and out comes your keyword-level Quality Score and the corresponding number between 1 and 10 that you can see in your account.

How Quality Score Is Set For New Keywords

When a keyword is new in an account, there is not a strong historical element for how the keyword performs with its ad text (factor 3), so the QS is mostly based on system-wide data for that keyword in all other accounts. That gets combined with data for how this particular account and its ads have performed historically. If these elements have good QS, the new keyword is likely to also start off with a better QS.
To give an example, if you have 2 accounts, you should see a lower starting min bid in the account with the better account-level QS. If you have 2 domains, you will see a lower starting min bid when using the domain that has a better QS.
After the system gets enough data about more specific things, like how the keyword performs with the ad you wrote for it, it will rely much more on this to determine the Quality Score. This is why it’s so important to have great account structure and split up your ad groups in a way that allows you to create great performing ad texts for each grouping of tightly related keywords.

Other Relevance Factors

According to Hal Varian, Google’s Chief Economist, QS also considers “relevance” in addition to CTR. But what does that mean? The easiest way to think about this is once again based on click-through rate — but, rather than using CTR to generate the QS number between 1 and 10 that you see for each keyword in your account, it’s used at the time a user does a search to determine if there are any correlations between that user’s search and your ad that could predict the CTR (Google’s Quality Score is a predictive system that tries to predict CTR for each ad and each query). Some examples:
  1. Did the user’s search include some additional words, and do those correlate with your ad’s expected chance of getting clicked? E.g., if you have a job website and want to advertise on the keyword [jobs], your ad is probably not relevant when someone searches for “Steve Jobs.”
  2. Does the location of the user have any correlation to your predicted CTR? E.g., if your business is in the US and the searcher is in Belgium, perhaps it’s less likely your ad will get the click because the users may prefer a business closer to them.
  3. Does the time or day of week influence your predicted CTR? E.g., Google may know that users are less likely to click on your ad on a Tuesday.
These factors let Google assign you a real-time quality score which they can use to better rank your ad for that particular query. There could be many other “relevance factors,” but just know they’re all based on the same principle of trying to predict the likelihood of your ad getting a click based on something Google knows about that specific query.
While the lack of transparency into the factors may be annoying, this relevance component has helped advertisers by automatically giving them more good clicks and fewer bad ones.

Landing Page Quality Score

The landing page is one of the newer factors used for QS. Landing Page Quality (LPQ) started as a way to counteract bad sites that duped users into clicking their ads and hence had a good CTR but a lousy user experience. Now that LPQ can also improve your QS, it’s getting a lot more attention from advertisers (probably more than it warrants).
Remember, the CTR of your ads is still the bigger QS factor and probably the better thing for most advertisers to focus on optimizing. Every now and then, I hear of advertisers who are spending a ton of time creating one landing page per keyword so that the keyword will appear on the page and score a better LPQ. That’s probably overkill — Google is very good at understanding how words are related, so it’s unnecessary to include every variation on the page.
My personal recommendation is to also keep a close eye on bounce rates and time on site, two metrics you can see directly in AdWords when you link it with Analytics. A high bounce rate or very short time on site both provide a great way for you to find keywords that are not relevant in the minds of users.

Optimizing The Right Elements Of Your Account

If you haven’t guessed by now, optimizing Quality Score is really all about optimizing for CTR. The challenge is to optimize for the right CTR. For example, because Google uses position normalization when determining how your CTR impacts your QS, it could very well be that your ad with a 15% CTR in the top position on Google is actually worse than your 3% CTR ad in the last place on the right side of the page.
You should also look at the impression-weighted Quality Score to determine which keywords and ad groups are most in need of an optimization. I shared a script for automating the calculation with AdWords Scripts.

Monday, June 24, 2013

New top movers report to track how your ad performance has changed

Many of you start each day by asking: What is driving a change in my clicks or cost? What campaigns or ad groups saw the the largest moves? Did any of my recent changes break something?

To help answer these questions, Adwords created the top movers report to show you which campaigns and ad groups have experienced the largest changes in clicks and cost, and highlight changes you made which might have contributed to those moves. Even if your overall account performance metrics appear unchanged, the top movers report will look inside your campaigns to highlight big moves that might have been easily overlooked.

How it works
To view the top movers report, click the Dimensions tab, then View: Top movers. The report compares performance for two consecutive time periods of equal length, and finds the campaigns and ad groups that experienced the largest change between the two periods. You can compare periods of 7, 14, or 28 days, or look at reports generated in the last 90 days.

The report will start by finding up to 10 of the largest moves in clicks or cost and present a summary at the top. If a top mover saw an increase, it goes into the “Top increases” category. If it’s a decrease, it goes into the “top decreases” category. When changes aren’t significant enough to be a top mover, they will roll up into “Other changes.”


The table below will give details for each top mover. When possible, we offer a “possible cause” for the move, like “bids were increased” or “new keywords were added”.


Note that “possible causes” only considers changes made to your account. It won’t tell you, for example, if your competitors have raised their bids or introduced new ads.

Top movers is our latest effort to save you time and money by helping you understand changes in performance.  For additional information about using this new report, visit the AdWords Help Center.

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