In the quest for more conversions, there’s an element most PPC advertisers overlook; invalid traffic—aka IVT, fake traffic, click fraud, or ad fraud.
You might have noticed the IVT column in your Google Analytics dashboard, although it isn’t displayed by default. And if you’ve ever searched for invalid traffic online, you have probably read Google or Facebook’s policies on the matter.
IVT is common. In fact, invalid ad traffic accounts for over ten percent of digital ad traffic.
Marketers often assume tech giants are in control of IVT. But are they? And how much actual invalid traffic really makes it through to your paid ads?
The Challenges of Digital Advertising
Although pay-per-click advertising is one of the most important elements of digital marketing, its reputation has taken a beating in recent years.
Marketers have watched CPC rise, an increase in competition, less-than-accurate tracking, and even noticed they’re paying for fake or fraudulent traffic that doesn’t drive results.
Plus, consumer groups have been campaigning for more privacy and control over our personal data.
So, where does this leave the average marketer?
First, some stats.
Between 40 and 60 percent of all internet traffic is from non-human sources. This includes bots, web crawlers, and other automated scripts. Despite the wide range, we can assume, on average, that around half of all web traffic is non-human.
It’s also estimated that ‘bad bot’ traffic outnumbers good bots, with bad bots conducting up to 25 percent of total internet activity. Bad bots can include spam bots, scalpers, or data harvesters, to the bots used for hacking, stealing logins, or committing ad fraud.
Added to this, marketers are also seeing their tracking and targeting capabilities changing as Google and Facebook adapt to the changing data laws around the world.
The growth of fake traffic combined with reduced targeting and analytics sounds like a recipe for a marketer’s headache.
But Facebook and Google are putting a stop to all this—right?
The Battle Against Fake Traffic
In 2021, the cost of click fraud and ad fraud was estimated to be around $42 billion.
The tech giants have long claimed their invalid traffic filters remove the worst of the bots and bad clicks.
And those IVT rates in Google Analytics might be encouraging.
Most marketers using Google Analytics see an IVT rate in the low single figures, somewhere between 2 to 8 percent.
But data from ClickCease shows an average of 14 percent of clicks on paid ads come from non-genuine sources, aka click fraud. Some industries even see click fraud levels way beyond this, with invalid clicks making up 60 percent of traffic.
Why the discrepancy? Surely the big ad platforms would want to put a stop to fake traffic?
The truth is, it’s complicated.
On the one hand, yes: Google, Facebook, and Microsoft do want to put a stop to fake traffic and protect their advertisers. After all, advertising revenue is by far the biggest earner for all of these companies.
However, the methods they use to filter invalid traffic are considered less strict than third-party click fraud solutions.
A common way for click fraud and ad fraud operators to get around the filters is by masking their location. Most ad platforms block traffic sources by IP address. Using a VPN, bots and click farms can cycle through multiple IP addresses to click repeatedly without getting blocked.
In fact, the click thresholds for the ad platforms are thought to be much more generous than using a third-party fraud blocker.
For the more cynical amongst us, there is also the issue of money.
Fake clicks are still a source of income to the ad platforms. And for many advertisers, the metric they’re looking for (beyond just conversions) is a good click through rate.
More clicks or impressions equals a bigger reach and a job well done, right?
For the ad giants, so long as advertisers see something is being done, then the fight against click fraud is winning in some way.
Well, I did say that’s the cynical view.
Protect Your Advertising Spend With Click Fraud Blocking
Blocking invalid traffic using a third-party solution is the most effective way to block bots, automated clicks, and even malicious traffic such as brand haters and competitors.
For starters, the clicks lost to fake traffic are more than just lost budget.
Companies operating on a limited ad budget might find their daily or monthly ad spend exhausted prematurely. With their ads out of service, the missed opportunities will go to their competitors.
For those operating with a bigger ad budget, the issue of misattributed success comes into play.
How can you tell if those impressions or clicks resulted in conversions? Well, it’s increasingly difficult.
A tool such as ClickCease doesn’t just block bad traffic in real time and flag suspicious activity. It also offers another level of analytics marketers can use to examine their audience – something becoming more crucial as the tracking changes come into play.
Seeing which search terms attract the most invalid traffic, or how many VPN or out-of-geo clicks your ads, attract allows advertisers to adjust their targeting.
This applies to search and display ads on Google or Bing Ads, and social media ads such as Facebook or Instagram.
Marketers looking to get ahead of the trends, especially as the tracking changes come into play, should take the opportunity to see how click fraud blocking makes a difference to their campaign results.
You’ve worked hard to perfect your ad campaign, create action-inducing landing pages, and win sales. Your ads have just gone live, but there’s one big problem: People are out there clicking your ads over and over with absolutely no intention of buying anything. It sounds dramatic, but click fraud is something advertisers should be aware … Continue reading How to Prevent Click Fraud on Your PPC Ads
People always ask me the same question about AdWords:
“What’s a ‘good’ cost per click?”
My response back to them is always the same:
“Why do you care?”
See, most people have AdWords wrong. They obsess over the costs.
They know that more and more competitors are advertising on the platform, which drives up prices.
So they’re zeroed-in on how much they’re going to have to spend.
That’s the wrong approach.
Instead, they should be concerned with what they’re going to get back in return.
I know this sounds counterintuitive. However, I almost never worry about the Cost Per Click for keywords.
In fact, I almost always ignore them.
I’m going to show you why CPC’s don’t matter in many cases. I’ll show you how worrying about keyword costs can mislead you time and time again.
Then, I’ll show what you should be analyzing to make sure you’re not leaving tons of money on the table.
Why Cost Per Click Doesn’t Matter (and What to Analyze Instead)
Each year, companies analyze the most expensive keywords in the country.
These are typically competitive phrases in law or insurance and can cost as much $50 for just a single click.
The insane thing is almost none of those clicks will turn into customers immediately.
Instead, they’ll usually opt-into a form, first.
That means you might have to front the bill for 50 or 100 clicks before someone ever converts.
We’re talking thousands of dollars for a single customer.
It makes sense on the surface; CPC ultimately determines how much you need to spend.
WordStream, for example, always releases an annual update on Cost Per Click benchmarks across industries.
The businesses I own are all software-related. But we work with clients across different industries. So it’s always interesting to look at these cost breakdowns.
Average ecommerce CPC’s might only be around a dollar, while law might run up to around six dollars (these are higher than most Bing Shopping campaigns, which should be considered for e-commerce businesses as well).
To be honest, though, I don’t obsess over costs, alone.
The first reason comes down to what the study says at the top: Averages.
Average CPCs don’t really mean all that much.
Popular, generic terms aren’t usually all that expensive.
Only a tiny percentage of the people who ever click on those will convert. Whereas, a more commercial long-tail keyword will be incredibly expensive.
Just compare the difference in costs between “tax” and “file back taxes”:
See? It’s not even close.
That makes it hard to use a standard, “industry average benchmark” for any in-depth analysis.
There’s another reason why I don’t like to just look at costs — because you’re often forgetting the other side of the equation.
Conversions ultimately have a much bigger impact than costs.
If you remember, the industry average CPC for ecommerce was only around a dollar. In fact, it was one of cheapest CPC’s on the entire list.
But if you now look at the average conversion rates, you’ll see why.
Their conversion rates are also among the lowest.
What does it matter if CPCs are ‘inexpensive’ if the conversions are equally low?
That’s why you often want to look at the Cost Per Action (or Acquisition) when putting together advertising estimates.
This is the effective price you pay to generate a lead, for instance.
It’s a performance ratio. It starts to take into account things like costs vs. conversions to help you determine a much better figure: ROI.
The industry average Cost Per Action for ecommerce lines up with education on the search network.
So from an ROI standpoint, there’s almost no difference.
This is why CPC is almost meaningless.
Yes, it’s important to a point because it drives things like your Cost Per Action.
However, what’s ultimately more important is the revenue you can generate.
It doesn’t matter whether we’re talking about Google AdWords, Facebook, or even Twitter ads. The message is still the same.
Digital Marketer once ran a Twitter Lead Gen campaign, testing the effective Cost Per Action (or Lead).
One campaign was able to see a $7.81 cost per lead.
They then ran the same study with the same ad and audience targeting. But this time, they optimized the campaigns to increase conversions.
It generated a $1.38 Cost Per Lead, which came out to a five time lead increase on the same ad budget.
They were able to 5X conversions simply by focusing on conversions and Cost Per Lead. They didn’t even have to touch the CPC.
You can see this time and time again.
Jacob Baadsgaard of Disruptive Advertising confirms that the best PPC metrics are revenue-focused. They track lead data all the way through to closed sales.
Then, and only then, will they make a decision about which ad campaign is best.
It’s not that costs don’t matter. They do, of course. But they only matter in context to how much revenue you can generate from it.
Here’s a very simple example to illustrate.
Let’s say you run two ad campaigns side-by-side.
The Cost Per Click for the second campaign is twice as much as the first. But because the conversion rate is 2% instead of 1%, you’re able to double revenue.
Would you pay twice as high a Cost Per Click to generate twice as much revenue? Of course you would!
This is after reducing revenue by your ad costs. So it’s already accounting for the higher ad budget.
At the end of the day, you’re still doubling revenue. It’s totally worth it!
Obsessing over CPC doesn’t just leave money on the table. It can also make you waste a ton of what you’re already spending.
Here are a few examples.
Obsessing Over CPCs Can Make You Pull The Plug Too Early (or Too Late)
There are many things that separate big companies from small ones.
But here’s one of the biggest: Big companies spend more on advertising than small ones do.
Duh, right? Of course big companies have bigger budgets.
We’re not just talking about dollars spent, but percentage of revenue
Because you still might leave a lot of money on the table.
If your CPCs start edging up, the campaigns will back off or stop.
Then your lead flow will stop, too.
That’s why I like using CPAs as targets if possible, instead of CPCs.
Watch CPA Instead of CPC
Cost Per Action is a better performance than Cost Per Click.
It’s not as good as Revenue, though–and there’s the problem.
CPAs can still be subjective.
Is a ‘high’ CPA bad? Maybe, maybe not.
If your CPA is over $100 in ecommerce, that might be bad.
Almost every single campaign CPA will be over $100 in law, for example. So it’s not bad at all.
Its still a much better metric to control ad campaign performance, though.
You can still figure out an upper range that starts to make ad campaigns unprofitable. You’ll base this on your average sale per customer. (More on this later.)
For starters, you can set automated rules to increase or decrease the total budget based on your CPA.
Inside AdWords, you can go to “Bulk Actions” and create new “Rules” for these ranges:
Under “Change budgets,” you can set an automated rule to either increase or decrease budgets based on cost per conversion numbers.
This tells AdWords to automatically increase your daily budget 25 percent if the CPA is within a certain dollar range.
You can do this same exact strategy inside Facebook, too.
You’ll set a rule to increase, decrease, or stop a campaign if the CPA hits a certain threshold.
Managing ad campaigns by CPA can net you more customers and revenue.
There’s still one big section we’re forgetting.
Keyword pricing or competitive pressure aren’t the only factors to worry about.
Many times, your customer base could be going through their own issues, and that’s not something you can change.
That’s why focusing on revenue is always the best approach.
Increase the Revenue-Side of the Equation to Overcome Outside Factors
Spearmint Love is one my favorite success stories.
The craziest part is that it almost didn’t happen.
They were growing like a weed, until…everything just stopped.
Results were declining across the board and they couldn’t figure out why.
Until, one day while on a walk, it dawned on one of the co-founders.
Parents will buy baby clothes until that baby grows up. In other words, their customers were kind of ‘moving on’ from the company.
The ad campaign decline had nothing to do with costs or his ad campaigns per se.
It had everything to do with their customer base.
How on Earth do you solve this problem?
By focusing on increasing revenue — not touching costs.
If the CPA is ‘too high’ to make your numbers work, start by increasing average order values.
Upsells are easy, for example, when you bundle similar products.
Think about the last time you flew somewhere. Chances are, you bought a travel-sized product at a store before going through TSA.
But that product probably only cost a few bucks, right?
Check out what Jack Black does here, bundling several travel products together.
You arguably need all of these products if you’re flying somewhere.
Instead of only charging you a few bucks each, they’re charging you $35 for the whole pack!
Simply bundling similar products allows them to charge 10x more. Which means you can afford a much higher initial advertising cost now, too.
You can also cross-sell products to try and raise the average order value.
For example, right underneath this travel bundle, Jack Black offers a few related products to take with you:
One interesting thing to note is the price of all three items. They’re all slightly less than the initial $35 purchase.
Why?
They’re using price anchoring effect to make these additional products seem less expensive.
The Economist included a middle pricing tier for a print-only subscription. It was the same exact price as the ‘big’ plan for both the print and web editions.
Most people chose the combined third option because it seemed like the best deal.
There’s only one reason to spend money on ads at the end of the day: to make money.
Chasing the keywords with the lowest CPC is a losing proposition.
If anything, you should be spending more money. You should actually search out the highest CPC’s in your industry.
Why?
Often, they offer the most potential. You want to maximize the most sales per dollar spent.
So you know all those “industry benchmark CPC” numbers? Don’t worry about them.
Instead, start focusing on CPA. That’s the number it costs for you to acquire each new customer.
It’s not perfect by any stretch. But it’s a better number to optimize around than CPC.
From there, try to dig into revenue numbers.
Can you bundle a few products to raise the average order value? Can you cross-sell recommended products and use price anchoring to lower their perceived cost?
Then, figure out how you can keep customers around longer.
That might mean introducing new, related product lines. Or it might mean introducing ‘consumable’ products that people need to repurchase again and again and again.
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