You don't need cookies to track conversions, why?
You don't need cookies to track conversions, why? Because the conversions you were tracking with third party cookies were not real anyway. Let me count the ways.
Individual ads do not cause individual conversions
Advertisers have been misled by data to think that individual ads caused individual conversions. But, as a human, when was the last time you bought something just because you saw one display ad, one video ad, or one search ad? Seriously, think about this for a minute. Even if you did purchase something once or twice immediately after seeing an ad, are you a human who can be repeatedly convinced to buy something simply because you saw a single ad? I hope not.
Obviously, ads play a role in the awareness of a previously unknown product, or as a reminder to buy a product or brand you already know. Modern consumers are too smart to be tricked into buying something after seeing just one ad (I hope). Modern consumers are also armed with more information at their fingertips than ever before. Even if they wanted to buy something after seeing an ad, they are likely to search for more information about the product before making the purchase, especially if it were a more expensive item. They read Amazon reviews; they see what folks are saying about the product on Instagram or YouTube. All of that information further informs their purchase, not just seeing one ad.
So the whole notion of using cookies to track which individuals were exposed to an ad and which individuals went on to buy something is fundamentally flawed. It is just as flawed as the notion of "the right ad to the right person at the right time" being good digital marketing. The availability of third party cookies led advertisers down the 10-year-long rabbit hole of collecting more and more information about users, using that information to target users with ads that the advertiser thought were relevant, and then using the cookies to attribute certain sales to certain "exposed" users -- i.e. trying to do attribution down to the cookie level (which users converted because they saw an ad).
If you understand that human consumers don't buy something because they saw one ad, you will also understand that tracking conversions down to the cookie level is flawed and unnecessary anyway. Humans DO convert after seeing ads; but they don't convert after seeing a single, particular ad. That's why you don't need to track conversions down to the cookie level; and that's why after third party cookies go away, you can still track conversions -- overall conversions and lift in sales from digital campaigns, not individual conversions attributable to individual ads -- i.e. you don't need to track conversions per cookie.
The conversions would have happened anyway
Why did this lead marketers into doing bad marketing for the last decade? Simple. Because marketers believed that digital campaigns were driving so many conversions, they kept pouring more money into digital campaigns, specifically the ones that purported to be able to achieve "the right ad targeted to the right person at the right time." Turns out, the vast majority of the conversions would have happened anyway. To be clear, the conversions were not caused by the digital marketing, even though the reporting made it appear that way.
How did this come to be (that reporting made it appear there was some cause and effect)? Years ago, when Google came on the scene and displaced Yahoo as the go-to place for humans coming online, paid search ads also overtook banner ads in terms of ad spending. Attribution reporting at the time gave credit to search ads for having "driven the sale." This made sense intuitively, because humans do "google" things when they are researching something they want to buy. And sometimes after clicking a search ad, they did indeed bought the item they were researching. Giving credit to search ads for causing that sale was called "last click attribution" because the click on the search ad was the last click before the conversion event.
Adtech vendors selling display ads and audience targeting claimed this was so, so unfair -- to give Google search ads credit for driving the sale simply because they were the "last click." These vendors claimed that display ads and video ads should also get credit for driving the sale, even if they were not the last click. That's fair; but they took this notion too far. The industry collectively made up the notion of "view through conversions" (VTC) where display ads and video ads would somehow get some of the credit for driving the conversion event, even if those ads were seen 30, 60, 90 days beforehand. Again, while this was plausible, the tech and the data quickly devolved into "was there a VTC ("view through conversion") cookie when the purchase occurred? If so, give credit to the display or video ad for driving the conversion." This effectively created a fictitious cause and effect that everyone happily bought into. "Wow, our display and video ads caused so many conversions! Yay!" (even though the customer would have bought the item anyway). The conversion was NOT CAUSED by seeing the ad, it was just made to look that way by the reporting. This led marketers into doing bad marketing and overinvesting in digital tactics that did not actually cause more sales.
"This effectively created a fictitious cause and effect that everyone happily bought into."
Recent examples are starting to show exactly this. This Twitter thread by Bryan Porter told the story of how after spending $10 million on Amazon ads, Simple Modern decided to spend $0. Why? Did advertising on Amazon not work? No, it worked. But, it didn't work as well as they believed. "For years we spent 8% of revenue on advertising. This is a standard practice for sellers, it bought top placement, the lift in sales was noticeable and ACOS was below 30%. It seemed like this was driving our business forward… but we were wrong. Mike Beckham, CEO of Simple Modern, had this key insight -- Advertising profitability was inflated by ads not driving sales. In other words, organic customers were using ads to shop when they were going to purchase anyway." To re-iterate, consumers who were already on their way to purchasing Simple Modern drinkware clicked on an ad that appeared at the top of the search results. This made it appear that the ad led to the sale. But the sale would have happed anyway. Because the user clicked the ad instead of the organic search result, the reporting attributed the sale to the ad, making it appear that an individual ad caused an individual sale. Simple Modern proved that sales were falsely attributed to ads when they turned off $10 million of ad spending. The sales continued unabated.
Fraudsters use cookies to claim credit for conversions, including "foot fall"
And.... then there's fraud -- i.e. fraudsters using cookies to claim credit for conversions that had already occurred. You heard that right. This is one of the oldest forms of digital ad fraud in the book, also known as affiliate fraud. From 2006 to 2013, eBay cooperated with the FBI to root out the largest fraudsters committing affiliate fraud. They used a technique called "cookie stuffing" which sets affiliate cookies on human users' browsers without their knowledge, so that when they do make a purchase (in this case from eBay), the fraudster earns the affiliate revenue share, under false pretenses. By cookie stuffing as many different human users as possible, the fraudster increases their probability that they will earn the revenue shares because some of those individuals would have purchased from eBay anyway. In 2014, the largest eBay super-affiliates was sentenced: "Shawn Hogan, the CEO of Digital Point Solutions, was sentenced to five months in federal prison for his role in defrauding eBay of an alleged $28 million in online marketing fees, and was fined $25,000." Source: https://www.businessinsider.com/shawn-hogan-sentenced-in-ebay-affiliate-marketing-scam-2014-5 Still don't believe me about cookies being abused to create the illusion of campaign performance?
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How do fraudsters falsely claim credit for "foot-fall" -- i.e. people walking into a store like Dunkin Donuts or Taco Bell? Right, use third party cookies. By buying as many billions of low-cost display ads as possible, fraudulent mobile location attribution companies stuffed cookies on as many mobile devices as possible, causing those devices to be marked as "exposed" (exposed to the ad for a particular client of theirs). Then when that mobile device walked into the target store, the fraudster could claim credit for that "foot-fall" even though the human person walks into the Dunkin Donuts every morning anyway. Third party cookies were used by fraudsters and ad tech companies to claim credit for conversion events that would have happened anyway. This created the illusion of "performance" and misled advertisers into pouring more money into certain digital tactics that did not actually drive any conversions, let alone incremental conversions.
Overall conversions and incrementality
So what? What do we go do now? Attribution reporting that made it appear that display and video ads led to conversions caused advertisers to over-invest in digital tactics that did not actually drive those sales. This also meant that advertisers under-invested in other tactics and channels that actually generated awareness and incremental sales.
After third party cookies go away, you can still track conversions -- overall conversions, not individual conversions attributable to individual ads. But hopefully you now understand that trying to attribute a sale to an ad impression using third party cookies is flawed and therefore unnecessary. A better approach is to look at the rate of conversions and number of overall conversions BEFORE turning on digital marketing and compare that to the rate and number of overall conversions AFTER turning on digital campaigns to see if there's a lift. That is incrementality. Those are new sales that would not have occurred in the absence of the digital campaign -- that's real incrementality, not organic sales incorrectly attributed to ads. That is how you properly attribute the impact of digital campaigns and whether they drove incremental business/sales for you. You don't need third party cookies for this.
I realize this is SO opposite to what many marketers were led to believe that it may be hard to accept. So, let's talk about it in comments. Share with others who have other points of view and counter arguments.
P.S. FouAnalytics does not use or set cookies. Never needed them and never will. FouAnalytics is also GDPR compliant. FouAnalytics is a GDPR-Compliant Alternative to Google Analytics - https://www.dhirubhai.net/pulse/fouanalytics-gdpr-compliant-alternative-google-dr-augustine/
Senior Data Analyst, Nerd-Enzyklop?dist
10 个月I agree to the basic idea, but the first two paragraphs are telling a story that is misleading. I strongly doubt that any advertiser (or Online Marketer) ever took Ads as the main driver for conversions. You set it right, when you say: Ads play a role in awareness. What is driving conversions are, for example, affiliate programs, SEA or SEO. The customer looks up "coffee", lands on a coffee blog that links to the online shop. Modern consumers are not tricked into conversions by Ads, they probably never have been, but by affiliated content, "voucher programs", search-engine-optimized content and other stuff.? And to keep track of that, you don't necessarily need 3rd party cookies - to be honest, you don't need cookies at all. What you need is the GET-Parameter that comes with most campaigns (like UTM) and some kind of unique ID to connect all touch-points of the customer at your site. Like a fingerprint, IP-address, a login or the easiest way: A 1st party cookie. Or to get really sophisticated: A statistical model that calculates probabilities. And just to mention that: If a customer clicks an Ad, you can always track that without cookies - just by the GET-parameters. (1/2)
Thanks for expressing this so eloquetly Dr. Augustine Fou. ~that was exactly my point during our discussion on cookiless and other 2024 predictions. ~I have not seen any conclusive research that actually proves the usefulness of profiling and tracking consumers. Usually once I purchased a pair of trainers, that means more that I need any more triner than I should be bombarded by ads for trainers. More importantly, if I have a period tracker, or if I have visited a birth control center I do not wish to be tracked and laeled as such. It's really time for customers to better understand the implications of cookies and other online trackers. Thanks for contributing to consumers awareness. https://www.youtube.com/watch?si=3O1_R8e-i6S7JeQX&v=9NBuGubtosM&feature=youtu.be
Improving your decision-making, one data point at a time | Partner @ Amplifyd
10 个月I think "You don't need 3rd party cookies to track conversions" would be a more appropriate title. Click-through conversion tracking is achieved via first-party cookies for sometime now so we will not be losing signals from this POV. What will be lost are a) view-through signals and b) targeting accuracy & audience creation. For view-through conversions, platforms are relying to third-party cookies to track them as no visit occurs. Audiences and targeting will be affected as there is no way to identify consumer behavior without some form of identification. But when it comes to tracking, indeed individual ads might not be the solely reason someone is buying but are playing a big part in the funnel. Then the attribution model used to distribute the appropriate credit between those funnel steps comes into play. Incrementality testing also plays a big role and should be frequently incorporated in someone's measurement framework. But we cannot say that individual ads, copies, creatives are not doing their part. And you cannot optimize those without some sort of conversion tracking. Things are changing for the better and understanding Measurement is essential.
A marketing swiss army knife
10 个月Another BANGER! Thank you for this and all your insight
Quantitative Risk Analyst | Researcher | PhD Candidate in Marketing Analytics
10 个月Very insightful read, thank you for this. It is true that the conversion rate (i.e., clickthrough rate) says nothing about the effect on sales, however, for a specific setting like mobile game app which conversion comes from installation rate, third-party cookie might be helpful for indicating which channel they should invest on (and acquire new users) and I don't think these companies are feasible of turning off all channel and try one by one. Any thoughts on this?