"A new report says that iOS 14 tracking changes could cost the advertising revenue billions if an early trend in spending decline continues."
Does it not follow then that advertisers are saving billions of dollars?
Now, admittedly, the advertisers aren't going to be getting now what they used to get, but this Freakonomics Podcast episode, "Does Advertising Actually Work? (Part 2: Digital) (Ep. 441)" https://freakonomics.com/podcast/advertising-part-2/ makes me wonder how much it'll really impact the people who pay for advertising.
It annoys me beyond belief that every single digital ads HN thread this is the most upvoted hot take and it rarely comes from someone working in buy side let alone ads in general.
Good or bad or neutral, FB's targeting specifically works amazingly well and better than anything else for many buyers. Especially for direct response ads.
If you can't make money selling your product from digital ads, you're not saving dollars you're losing revenue. This is true especially for 'internet only' upstart products, for example everyone who gets stuck in for instance a $60 athletic short ad loop as an example!! Sometimes you hear examples here about a new product or kickstarter who pre-this type of digital would probably not be able to launch or it would be much harder.
Brand advertising is different and targeting can definitely argue doesn't matter as much.
But these changes has already changed how we spend money, and we're tiny in the grand scheme.
The other point that always gets thrown out: It's also incredibly simple to measure effectiveness or lift.
Staying with FB as an example, if you are selling a product it can be as simple as using a unique link for your FB ads. ROI = Purchases with that link / FB spend. FB also has a large set of conversion tracking JS and offline like loading your retail conversions to the platform to match.
But given the new rules FB is now 'modeling' ROAS and it has decreased accuracy for us from something like previously capturing 80-95% of conversions to sometimes less than half. This makes a big difference in auto-optimizing on their end and thus our ROAS.
And again sure, it gets complicated and definitely more snake oil to buy some 3rd party ad tech which claims to model across all your channels online and off. A lot of times that's gamed or just a bunch of BS.
But another way to measure is say you're a larger brand buying TV, digital, OOH etc the works. You can simply control by making only one single change segregated to a control and treatment geo/group before and after, measure delta.
Perhaps I’m naive but my view is that online advertising should have targeting no better than bus stop ads (coarse geographic) and conversion should ideally not even be measurable. When I buy shoes I prefer to not even say which campaign made me do it (just like the bus stop ad).
I don't know. It isn't that I think targeted ads are bad. I think it is simply jarring that humans are that quantifiable, and separately, that I am skeptical of the privacy policies of the gatherers of this data.
My Instagram feed shows me lots of startup clothing companies for young to middle aged men, and I finally tried some, and damnit if they aren't decent jeans.
If we accept that ads are not inherently evil, and we accept that ads (when not manipulative or selling unethical/addictive products) are more beneficial to a recipient if they're relevant, then targeting (if done ethically and stored as anonymously as possible) is a great thing.
I find that the ads are actually more straightforward than traditional ads. They literally say "These jeans are stylish, durable and American-made". I didn't sit through 30 seconds of Brett Favre throwing a football to signal that I'm just like him.
I think they are bad if they use context I didn’t want to provide. I’d be happy to give any website a pretty detailed profile of interests and “cohort” if I knew that’s where it stopped.
But I don’t think ads can target ethically and with respect for privacy. I’d love to be proven wrong.
I don't like this assumption that we all have piles of disposable cash (or credit) - our main concern is the struggle to find the right "fit" for using it and therefore targeted ads are improving our lives. Due to the size of the global economy, there are many more products that fit you than you could ever buy.
It can only be considered "a great thing" as a response to an earlier status quo, but it's not one in and of itself. Taken to its logical conclusion, in a world where you can encounter dozens of targeted ads in a day, what happens when every single one you is a fantastic fit for you? It's surely not "a great thing" for mental health to have things you truly desire shown to you at a frequency faster than you can afford them, especially in a world where credit loophole agencies like Klarna prey on the vulnerable. And this isn't even opening the data privacy can of worms which is required to achieve that, or the fact that these platforms are competitive and reward the highest spender for any given perfect fit.
At least let's try to stave off the dystopian future for a little while longer and hold on to the notion that consumerism doesn't have to be optimised into ever more efficient workflows. Even if you enjoy shopping, doesn't this take out some of the excitement and satisfaction? How long now before some unknown third party is monitoring your spending habits to deduce your payday, sells that information to another third party that buys data from a smart speaker company which overheard you discussing jeans in a public place and automatically sends a message selling the lead to the highest bidding jeans shop who has the product in stock in the waist size which is available from another this party and your virtual assistant puts an event in your calendar telling you to be at home to receive it?
I'm also not opposed to targeting in principle, and in fact I'd love to reach an end state where a company - whether you call it an ad company or otherwise - does 98% of my shopping for me. But I feel like we're in an uncanny valley in which adtechs are hoovering up more data than they'd even need to do that, but with no incentive to push consumers toward products we'll actually be happy with. Facebook is probably better off if your new jeans wear out in a few months, and Amazon can't even be trusted to reliably ship you the products they think they're shipping you, let alone vouch for their quality.
I run a theater troupe. We do a little bit of Facebook boosting. Our customers are spread thin: there are people who want to see Shakespeare, but they don't cluster in one place.
We do use geography in our buying; nobody is going to travel 100 miles to see us. But if I showed it to 1,000 random people even in a 20 mile radius, the odds are that 999 will be completely disinterested, and the 1 remaining person will be doing something else that weekend.
On the other hand if I show it to 1,000 people who have shown at least a little interest in theater, or Shakespeare, or literature -- and who have the money to spend $20 on a theater ticket[1] -- maybe I'll find a few people who would actually come.
I wouldn't show my ads on a bus stop. It would cost a fortune and probably do no good. I spend $30 or so, and I get a few extra bodies out, because my ads are targeted.
This is just an example I happen to be familiar with. Perhaps it's a little too abstruse to be applicable. But it's what I think of whenever I hear people railing about all ads. There are a lot of things for which blanket advertising just wouldn't work.
I'm not even trying to turn a profit or pay salaries. I just want to do some good art that people might enjoy. It's worth getting the word out for it, and not pester every single person on the planet about it.
-----
[1] I make it as cheap as I can, but theater space costs money.
But when you show it for 1000 well targeted people, what are you paying?
The key to all this is that it’s expensive because they are targeted. If you could show 1M less targeted people for the same money you would show it to the same people.
Sure, 999/1000 people would see an ad they weren’t interested in, but that’s inevitable with less intrusive tracking.
I also wouldn’t mind being shown a very well targeted theater ad if I had volunteered that info. But if that info is gathered without my consent I just shouldn’t see the ad, and that’s regardless of whether 90% of the free content of the web and a huge number of small businesses die in the process.
I'm guessing you've never tried to start an Internet-based business. Being able to target ads is often your lifeblood of your company. Or have you tried and somehow found a different method?
I run a company where about 70% of my audience (in 2018 no less, so likely a lot higher now) use adblockers. To me, any amount of search ad spend or similar is pissing money down the drain.
For reference, our marketing strategy is opt-in email newsletters, organic social media, the occasional sponsorship of events, and natural word-of-mouth (no incentive). And we've been in business for 12+ years.
I absolutely have not. But I don’t think the possibility of buying tracking ads is somehow excused because e.g “you couldn’t start internet businesses otherwise” or even “most of the free content online would disappear”.
Targeting doesn’t have to imply tracking or trading in my info. Facebook knows my age and gender, and some of my interests (from groups etc). That should be plenty. That means a company that sells kitchens can’t target people “interested in kitchens” in the sense they have recently searches for it or visited a site of a kitchen manufacturer that told Facebook. They can target people in country X of a certain age. If that doesn’t sell enough kitchens then just close down me kitchen business or buy a bus stop ad but don’t follow me around the internet.
Note that plenty of advertising like bus stop ads, especially if there's any QR code, is often tracked for conversion (by having a unique reference code embedded in the URL in the QR code).
> You can simply control by making only one single change segregated to a control and treatment geo/group before and after, measure delta.
Because nothing else is going on in the world besides your ad campaign, right?
Like you I find the comments about the ad industry here on HN largely ignorant, but I also think most advertisers and agencies are dumb as rocks, or at best high on their own supply. Like, a piece of analysis I saw recently had some claimed weirdass causation along the lines of, X days is the optimum period between first indication of intent in a product and showing an ad for that product, if the user didn't convert immediately. They had run an experiment like you suggest with varying intervals for audiences. But, the way better correlation was with stimulus payouts. That wasn't in their model, because their model only had the inputs they controlled, before and after, and measured delta.
Everyone is selling snake oil because every advertiser is demanding snake oil. It's so fucked up.
Yeah definitely 'multi-touch attribution' ad tech is a lot of crap a lot of the time especially for big brands stuff. And lol got to love advertisers selling advertising it's like one of the launch websites you see on Show HN sometimes that just have a bunch of #words that have no meaning ;)
it's the flat out 'ads don't work you can't know they worked' stuff which bugs me that is evidently hard to simply explain
As someone who doesn't work in advertising but is insterested in the space, I find your comment interesting but it doesn't help you are not providing much data for your hot take either. You mention Kickstarter, but looking at the list of crowdfunded projects, most of the successful ones were quite a while ago, if anything the most recent ones looks like scammy crypto coins, which would suggest advertising works rather for bad projects, a net negative.
> You mention Kickstarter, but looking at the list of crowdfunded projects, most of the successful ones were quite a while ago
If you want to see Kickstarter projects that failed because of lack of advertisement, I suggest you to go Kickstarter itself[1]... you may have better luck than going on the List of highest-funded crowdfunding projects, which is mostly unrelated to Kickstarter.
You'll see that most of them doesn't require much money to works. The only reason they doesn't get that money is their lack of advertising. Sure they could buy ads, but you'll see that they all are pretty niche too, they can't just get the same advertising as a bus stop, that would be just too absurd and cost them 100x more than their current goal.
You can believe they just doesn't deserve to exist, that's fair, but that's not the point. The point is to show the importance of advertising and how niche project just couldn't reach their audience if you make it harder and harder to reach.
I’m not deep in this space but was thinking something along the lines of your response. If I understand it right, advertisers will lose efficiency here but I’m skeptical that it’ll cost ad networks much because advertisers will still need to reach an audience but will now suddenly be less effective at targeting.
If Facebook ads are so good, why is it that I basically only get shitty, general ads?
I am a single geek with disposable income, why is my feed not filled with ads for cool tech products? I just checked and the only Facebook ad was for cancer awareness.
in my experience, fb ads are a mixed bag. they tend to give you the illusion of control without the commensurate results, converting at a noticeably lower rate. sometimes prices are low enough to compensate for the lower conversion, but not usually.
though it might be changing with the normalization of the fb marketplace, folks aren't usually looking for the things that require advertising inducement on facebook, so there's a significant intent/context mismatch.
I come from the user side and I am extremely pleased to hear this news. Advertising on my device has gotten completely out of hand, I never asked for it and I don't want it.
>Good or bad or neutral, FB's targeting specifically works amazingly well and better than anything else for many buyers. Especially for direct response ads.
I buy political ads for a living. I can (usually) make an immediate positive return on investment running ads for donations or growing an email list. Been doing this for years and has raised millions for our clients.
I have tested and spent money on other platforms none of them work nearly as well for our clients. Search ads work but I believe that's far more of what OP is talking about. If your website is already #1 spot and someone searches to donate they would probably do it already getting there quickly without the ad. The problem is when others or even the same party parent org buys that top spot to get that traffic.
As someone not familiar with the advertising world, it wouldn't strike me as particularly surprising to learn that political advertising on fb works better than other domains. Not only do people post entire novels on their political opinions, but they're constantly exposed to debates and likely are more likely to feel that the ads are important to react to in the moment.
I think it's partly the 'housewives' older demographic the people who spend a lot of time on the platform sharing political stuff they read.
But mostly it's the data and attention on higher quality ad space. We upload donor data and target that + lookalikes.
We can't do that with google anymore, using 3p data on a DSP is both way worse quality data but also wayyyy worse quality ads. twitter never worked for us either.
I will be happy to be corrected if I'm wrong, but I have a hunch that your clients skew conservative. Not based on anything you've said, just based on your apparent success on Facebook as a platform. Would you be willing to confirm or deny that?
No one is arguing that data brokers don't make millions selling ads. The argument verified by the study is that demographic and location segmentation doesn't work when targeting ads.
Demographic and location segmentation is just a shitty way to target and is a prime example of looking for your keys under the lamppost because that's where the light is. That said, your point is unfortunately very relevant because many advertisers still do this.
Actually, I think it is pretty important that they explained that they are an expert in the field, and that you, a not expert, don't really know anything about the space, and thus your opinion is quite literally, not as informed as theirs.
First, I'm talking about better targeting than demo + geo. That's what 'old' media has had for like a century. What works for many D2C and DR advertisers specifically on FB as an example is a combo of: retargeting, customer list upload (using lifetime value e.g. someone who bought many times in past sees more ads), lookalike from those lists.
probably wasted a bunch of time but I went ahead and searched some things if you care to learn more.
There are a ton of sources showing value of this data and ROI. FB just recently posted this study they did with Group M which is like the biggest media buying conglomerate they touch everything. FB's research is pretty good though obviously they wouldn't publish something totally negative.
App Install ads are another huge vertical for direct response which drives a ton of revenue.
I just looked at Zynga 10-k. quick word search they say from FB, google ads "In 2020, 2019 and 2018 we incurred $583.1 million, $377.2 million and $157.7 million, respectively, of these player acquisition costs."
I don't see quickly if they report a direct roi (im sure that would be closely held..) or cost per active user acquired but they do mention a ton how it's revenue driver and list all the risks from iOS privacy changes, and mention risk with more volatile ad market with covid.
and privacy/data rules impact Zynga double because they have to pay FB for instance for new users, but then they sell ads in their games.
They specifically talk a lot about building up their own 1P data (like FB) to up value on their inventory (or evidently own ad network if they are buying/building one). But the risk is iOS will be blocking a lot of this, and in my experience 'open market' ad exchange 3p data is not even close to as good as FB. and see link about build/buy their own ad network
No offense I don't think you know more than they do about their own businesses (and like also questioning mine...).
It bugs me that people who don't seem to work in the industry just assume they know better and that these million dollar revenue companies (sometimes billion $) are just throwing their money away because they are what. Stupid?...
Like Amazon is another great example of the high value of the type of data apple wants to get rid of. Not many companies will pay $20 for a $10 purchase at any scale. Maybe for Dollar Shave Club type business they do since they have recurring revenue projected.
I only found one kind of hit on scholar there aren't any direct response articles easily findable.
I can't read this one but the title says "Personalized ads on Facebook: An effective marketing tool for online marketers"
That study isn't about Facebook targeting, right? It's anecdotal, but FB/Instagram ads are noticeably better for me than anywhere else: they're probably the only ads that have ever resulted in me buying the advertised product.
The blanket statement "Advertisement does not work", which I really hope is a strawman, is trivially wrong. If you start a new B2C business the only way to do inbound sales is advertisement, as by definition no one knows about your company/brand/products/services. Outbound sales is (usually) impossible in B2C for cost reasons. Almost every successful B2C company is evidence that advertisement works. There are some exceptions like banking and utilities, where the LTV of a retail customer is high enough to do outbound sales, but most B2C companies can't afford this.
> If you start a new B2C business the only way to do inbound sales is advertisement, as by definition no one knows about your company/brand/products/services.
This is not strictly true. Inbound sales is one tactic, there is also inbound marketing (aka SEO). The tactic or set of tactics available to a new B2C business largely depends on what trade offs they are willing to make between time and money. A cash-strapped B2C could invest time in SEO, while a decently-funded competitor could invest money in paid search ads. A well-funded rival could do both while also investing in social media ads. The tactics that will prove effective will largely depend on how clear the messaging is relative to more established competitors.
> Outbound sales is (usually) impossible in B2C for cost reasons. Almost every successful B2C company is evidence that advertisement works.
Again, not totally correct because you are using terms in a non-standard way. For instance, you refer to ‘advertisement’ when you really mean ‘marketing’.
Sales and marketing as human activities, have existed from the beginning.
Advertisements, the thing so derided on HN, only became feasible (and widespread) with the help technology. In other words, all ad forms depend on a enabling technology for their existence.
The spread of printing presses eventually made one of the first ad formats—handbills—economically feasible when compared to the traditional practice of shouting to draw attention from patrons to the market square. The telephone made telesales/robocalls economically feasible at a scale that far surpasses doing cold calls on foot (i.e. door-to-door sales). Same with radio, television and ad formats enabled by the modern Web.
Only under the assumption that no alternatives to advertising exist.
Ban advertising, and suddenly this statement is not true anymore: "If you start a new B2C business the only way to do inbound sales is advertisement, as by definition no one knows about your company/brand/products/services."
... for the simple reason that people will look for other means to find products online. For example non-biased search engines, product catalogues, review sites, etc. etc.
And no, listing your product with objective info is not the same as advertising.
> For example non-biased search engines, product catalogues, review sites, etc. etc.
This absolutely makes logical sense and I deeply wish this could work. The problem is that in reality, almost all of these sites are as (if not more) “manipulatable” as the ads you’d like to replace. Search engines have their own optimization games, most review sites these days are pay-to-play (or would rapidly become even more so), etc.
So the fundamental issue is that any non-advertising method of getting the word out rapidly becomes just obfuscated advertising. Given the choice I’d prefer at least the ads be honest about being ads.
And then those other means will become commercially very interesting and you'll have to buy your way into them.
But let's assume advertising doesn't work. Two companies start with the same product and same market at the same time. One advertises, the other doesn't. According to you, the former one should lose, because it wastes money on ads. I'm betting that (on average), the latter will lose, though.
I know, it's a very black-and-white hypothetical situation.
The whole problem we should avoid is that people have to pay for advertising. The best product should win, not the one with the biggest advertising budget. Advertising undermines the principles of the free market.
> Does it not follow then that advertisers are saving billions of dollars?
No — if the targeting is less effective, the advertisers are not getting the same incremental value from the ads.
The ads are cheap, but draw in less total revenue for the company, saving nothing. The bid prices are just lower on untargeted ad slots, adjusting to the lower CPM / lower lift.
Edit: Truly, the best part of HN are the Dunning-Kruger programmers who once read a substack post about advertising, and now believe they have deep hidden insight that a hundred thousand marketing professionals, running marketing campaigns as their job, every day, have not figured out — aha, internet advertising doesn't work!
Given how rampant ad fraud is in programmatic, I wonder how much revenue actually drops for these companies, relative to the decreased ad spend.
Uber’s [1] experience is one example:
“We turned off two thirds of our ad spend – $100m out of annual spend of $150m – and basically saw no change in our number of rider app installs. What we saw is a lot of installs we thought had come through paid channels suddenly came through organic.”
Even without ad fraud, you have things like user wants to install Uber, so searches for Uber in a web search. First link on the page is an ad to install Uber, maybe a couple more ads, then first organic search result is a link to the Uber home page, and maybe the second result is to install it. If the ad weren't there, the user would probably install organically, but since it's there and at the top of the page, it's likely to get clicked and cost money.
How is that fucked up? There's a certain number of slots, and someone is going to fill them. It's like in a grocery store. If Kellogg's doesn't offer Kroger a price they like, they'll just stock General Mills instead... that's just business.
> The only winners are those who didn't advertise at all and only competed only on value.
I keep seeing this sentiment here on HN. What fantasy world do people live in where advertising can't exist and people can still find products/services?! It's existed for centuries, the medium just changes over time.
The digital advertising world is far from perfect, but suggesting it should outright not exist because we have perfect information about goods and services is laughable.
I don’t know if there’s some objective measure of “percentage of sensory perception occupied by ads” but I guess if there were it would be about 90% lower 50 years ago - and still people found things.
It’s not binary ads/no-ads, and not all are equal (e.g. product placement is often subtle and not in-your-face).
It is not unthinkable that 95% of ad budget is wasted. (I am sure the majority of ad budget 50 years ago was too, even if it was just 70%)
Going back even more in time, we had word of mouth and domain experts to ask for advice. That works still now but it's pretty slow for somebody aiming at establishing a large scale business. Advertising money makes time run faster. I can understand why they want ads. On the other side I'm blocking all I can block and very rarely see an ad (not every month) and yet I find what I want to buy.
Your original comment ignores the fact that with perfect ad targeting, there will be way more niche spending in your budget since small companies can create and market tightly targeted products cheaply. You’ll be happier with this outcome.
With totally untargeted advertising, the whole population will get an ad mix that reflects aggregate spending patterns. The niches will disappear. Only through massive upfront investment into a major marketing campaign will consumer spending shift to a new product. Only the blandest, most mainstream, least interesting among us will be happy with this outcome.
Not sure; targeted ads can work pretty well for small niche businesses, getting the same amount of conversions through untargeted ads may not be feasible. I could imagine those getting hit harder by this change than, say, Uber, so probably not quite the same end result.
Definitely. Is that something you can buy right now? I was under the impression there was little to nothing substantial in between untargeted and programmatic these days
We've been slowly refactoring our products to offer more contextual possibilities (building more aggregations by domains, keywords, etc. instead of audiences). No one is interested in buying.
I bet this is a result of customer self-selection. This is all a hunch, but I bet a shit-ton that the advertisers who actually care about good targeting only buy from a small number of leading providers (Facebook, Google, etc.) whose stats are not going to show up on HN.
I am not involved at all in our sales department, and I have no interest in being identified, so I can't offer much more. We do have some very large customers, although we are not always a large account for them. But maybe you misunderstood - all our customers want "classical" audience targeting, to the point they're refusing contextual offerings even as GDPR regulations and technology changes make the audience-based products ever less efficient. If they want anything besides that, it's cohorts, which they don't really understand but see as a way to do targeting magically with storing cookies. If they want anything besides that, it's some BI assistance e.g. uplift models. Contextual is absolute last in line.
Sounds like a principal-agent problem. The people actually buying the ads on behalf of the customer don't care about accuracy. Just train some model, no matter how shitty, and call it "best-effort". Boxes are checked and everyone's happy.
On the other hand, for the publishers this may be a net win. I’ve always argued that very narrow targeting mostly benefits the advertisers, and the publishers are left with a very small audience that yields a lot, and a very large audience that is difficult to sell.
Of course, this may not be the case for Facebook et al, but it’s definitely the case for a lot of apps and websites that live off advertising. Now, without super narrow targeting, they are suddenly able to sell a lot more inventory.
Assuming you can find a buyer for enough of those individual cuts yes. If most of them have no buyers you're better off selling burgers which I think was the point.
Maybe you're right. But if less advertising means that less money is going into businesses, then ads don't make products free, because they increase consumer spending and decrease the efficiency of consumer spending. If what you're saying is true, then advertising has a tangible cost for consumers.
There are three possible theories about how advertising works:
A) Advertising increases consumer spending and makes consumers spend dollars less efficiently based on attributes like branding that are unrelated to quality. In which case, all of this "advertising makes apps free" talk has been really deceptive, because consumers who are viewing ads are spending more money for worse/inflated products to compensate.
In this world, it's worth asking what the costs of advertising are and whether we want it to be the primary way of funding the Internet.
OR
B) Consumer spending/efficiency doesn't change, consumers are smart enough to buy the best product anyway, and the only thing that changes is which companies get that money and have brand recognition. In which case, it starts to become difficult to argue that consumers opting out of ads they don't want to see is particularly harmful. In the world where advertising is just making people aware of new information and helping them make informed purchasing choices, then it's probably a good thing that across the board everyone is being forced to cut down on the pointless noise that amounts to companies trying to scream over each other and increasingly hyper-target people in creepy ways.
If advertising does not increase consumer spending, and if everyone is reducing spending and effectiveness by the same amount on iOS, then this should be good for advertisers -- they'll spend less money on ads, and consumers will still spend the same amount of money themselves. The only reason that wouldn't be the case is if highly targeted ads actually changes consumer behavior and spending habits in meaningful ways -- but if we admit that, we need to admit that the advertising industry is a lot more problematic and a lot less "free" for consumers than it likes to claim.
OR
C) Advertising is a public good, and consumers actually want to know about these products, and ultimately people want targeted ads.
But this is obviously not the case for the majority of advertising. If it was the case, than iOS's changes wouldn't be a big deal. If consumers want targeted ads, they have the option to keep allowing them in iOS. The whole reason we're in this situation is because consumers have overwhelmingly demonstrated that they do not want targeted ads.
So at best, the advertising industry can position itself as a kind of metaphorical "vegetable", claiming that everyone hates them but ultimately the world would be better if more things were commercialized. But it's just not a realistic theory, the data is pretty clear that consumers don't like ads and it's very hard to argue that unrestrained commercialism and forced targeting is good for society. There are more efficient ways we could be doing this if our goal was really just to make it easier for people to compare products and learn about new solutions to their problems.
I agree with you, I hate when news report as "cost", a loss of revenue they never going to get is not a "cost". They just need to adjust to the market.
Does it not follow then that advertisers are saving billions of dollars?
Now, admittedly, the advertisers aren't going to be getting now what they used to get, but this Freakonomics Podcast episode, "Does Advertising Actually Work? (Part 2: Digital) (Ep. 441)" https://freakonomics.com/podcast/advertising-part-2/ makes me wonder how much it'll really impact the people who pay for advertising.