Likewise, lots of businesses have a different landing page for people coming from an ad vs people from organic search and people coming from referral links/shared URL's. The business counts how many people visited each of those.
They'll know if the ad providers stats are lying...
For brand lift campaigns though, without enough historical sales numbers, I can see how it’s harder to tell if your ad money is being well spent.
I might see an ad today, think about it for a week, then come back and buy the product later. I might keep buying it for years afterwards. The ad is often just one step in the process that gets somebody to buy.
I think of how I got turned on to Monster Energy drinks because I saw them at the store and liked the product and the portion size compared to Red Bull. A few years later Monster started spending heavily on sponsorships and other marketing but by that point I had lost interest and moved on.
In general, unless a specific sale can be affirmatively linked to a user who has clicked an ad for a specific product, then it is excluded. Basically, the ad providers stats won't count people like you who clear cookies regularly, so the business benefits from those sales and the ad provider loses out.
So, in general, stats collection and reporting errors are in favor of the business selling goods.
Some affiliates make it very simple, affiliate links. Sure , there are some fraudulent tricks, on both sides, but it is manageable.
The ad networks are never interested in implementing any such thing, they only show how "configurable" their setrings are.
When asked where is the traffic coming from, "sorry,we cant disclose".which is funny, we would see later on anyway, right?
Then other networks provide you with a list upfront.
None or few of them have retargeting.
When asking them straight up "ok , you own my product, how would you use your network to generate conversions rather than impressions?" .It is all suddenly silent.
I have other,more qualified revenues, they are expensive but they deliver on cpa, else they are not paid. But they are the dearest, of course, so my boss is considering alternative revenue channels, even though they are the very least specifc and totally useless. He is the one impressed by rhe config options, I try to assign most spend away from such.
We are speaking spending 5k on some impressions campaign with absolutelly zero sign up or first time depositors.
For this money, you can pay a youtuber with regularly 200k legit views and say 30k my product views to create 8-10 10 minute videos, qhich actually converts.
It doesn't the problem of optimizing your ads, but it's ok to only completely solve one problem and let the others on the same situation from the beginning.
If you rely on their reporting, yes, but you can aleays set up your own basic attribution (with some caveats around ios traffic due to the ATT changes, but in that case the reporting comes from Apple). There are also third-party providers that can do attribution for you, but somewhat costly.