A Strange, Brief History of Subliminal Messages in Advertising

It all began in a Fort Lee, NJ movie theater in 1957. Psychologist James Vicary projected images on the screen at 1/3,000 of a second urging viewers to “drink Coca-Cola” and “eat popcorn”. Vicary conducted this study over a six-week period and claimed to have increased popcorn sales by 50 percent and Coca-Cola sales by 18 percent compared to the previous period.[1] Here’s the problem, it was all made up.[2] Yep, when other researchers couldn’t replicate these results, he admitted it was completely fabricated. Since this fabricated study, there have been numerous others that have been conducted. I would guess that everyone reading this believes that subliminal advertising is a thing that has, or at least could work. Why? Well, because it’s used EVERYWHERE. So could it work? Keep reading, I get to that at the end.

The pervasiveness of this idea has infiltrated so many brands and even many areas of pop culture. Why would so many brands try subliminal images and messages if they didn’t work? The Simpsons use it, KFC and Coca-Cola have done it, there are even many famous logos that are intended to have hidden images. And of course, who can forget Kevin Nealon’s character, Mr. Subliminal from SNL’s Weekend Update in the 90’s, who always gave a hilarious parody to the notion that our minds could be controlled by subliminal means?

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However, if we notice something, is it subliminal? I’m guessing the answer to that would be no. Although it’s not illegal, the FCC will revoke the licenses of any company that uses subliminal or deceptive marketing. However, if it’s truly subliminal, how would they ever know? Where is the subliminal threshold in our minds? How much is subliminal advertising being used and is it secretly controlling our minds, turning us into brainless zombie-like consumers? I’m guessing if you’ve ever seen the aftermath of a big music festival, or been to Wal Mart on a Saturday, you might say yes, but don’t fall into the anecdotal evidence trap just yet.

Subliminal Advertising is a Sticky Idea

Dan and Chip Heath’s groundbreaking book, Made to Stick, outlines why so many people believe that subliminal advertising might secretly be controlling everyone’s minds even though that is (probably) not the case. The creepy mind-control idea is one that is sticky, and a sticky idea is one that will perpetuate throughout the cultural zeitgeist. As humans, we really just want a good story and it doesn’t really matter if it is true. Also, there was the whole CIA mind control experiments, MK Ultra, that were actually a thing, regardless if the hat you wear is made out of tin foil or not.

Once you hear about the idea of subliminal advertising and your brain ties it to being controlled into doing something, it’s hard to shake. To add to this problem, consumers experience what’s known as source confusion. Source confusion is basically when you hear one of these sticky stories, forget about it, and when it comes up later, you can remember the story, but not where you heard about it or if it is actually true. Do you remember hearing that KFC officially changed their name to just KFC from Kentucky Fried Chicken because their “chicken” doesn’t actually contain chicken? Or that McDonald’s uses pig fat in their ice cream? Well, these stories are not true, but they remain true in people’s minds regardless of the actual truth. These and many other myths about companies stay in our minds because they are sticky.

These stories are strange enough to be remembered and they’re on the fringe of being believable. They’re the type of story that you could tell a friend and their response would simply be “Yep, I could see that” and the myth spreads. So, the stickiness of the story that subliminal advertising controlling our minds continues to permeate throughout our society, all just because it is a weird and interesting story. But not so fast, there may actually be some evidence that it can impact our behaviors (more on that later).

The 1950s

After Vicary’s bogus “experiment”, he went on to write one of the most influential books on the subject of subliminal advertising, The Hidden Persuaders. This book sold over a million copies and became one of the major influences that shaped our views of the possibilities of subliminal advertising. Should a guy that lied about his experiment be taken seriously? Again, back to the stickiness idea, did it matter? Not really, it was a good story, so it went straight to the top of the bestsellers list and people like me are writing about it 60+ years later.

1960s & 1970s

Well, dust off your tin foil hats again because this is a weird one. Forever ago, TV used to not broadcast 24/7. In the ’60s, before the networks would go off the air, they would play the Star-Spangled Banner, complete with subtitles. However, if you slow those subtitles WAYYYYY Down, you can see subliminal words briefly flash across the screen. You can even try it yourself, slow this down to the slowest setting on YouTube, which is 0.25.

There are several series of subliminal words that you can find like: trust the US government, God is real God is watching, and rebellion is not tolerated. That was creepy. Moving on…

In the ’70s, Premium Corporation of America marketed a memory matching board game called Husker Du (not the punk band from St. Paul). In the process, they created a TV ad that showed the gameplay, but they also flashed several frames with the words “get it”.[3] This ultimately led to declaring that subliminal ads were contrary to the public interest.

The 2000s

Who would have ever thought that tobacco companies would try to break the rules? Well, in the early 2000s, Marlboro was a major advertiser in Formula One racing sponsoring the Ferrari team. In 2005, in order to try and subvert an EU ban on advertising cigarettes, they decided to replace their logo with a really strange barcode. Well, if the barcode is blurry, it sort of looks like the Marlboro logo (sort of). Nice try Marlboro. Years later, they tried this other approach by creating a “company” called Mission Winnow (win now:). So, it’s a new strange company and if you are curious enough to look it up online, you’re going to land on a website owned by Phillip Morris. Is that subliminal advertising? Again, people noticed it. It’s not completely hidden, so probably not. Is it subversive and right up a tobacco company’s modus operandi? Absolutely.

In 2007, in an episode of Food Network’s Iron Chef America, a McDonald’s episode flashed across the screen. Both McDonald’s and the Food Network claim that it was a glitch. Check it out for yourself:

In 2008, KFC was pushing a chicken sandwich called the KFC Snacker. In one of the closing shots, you can see a dollar bill hidden among the lettuce. They claimed that they were running a contest for the first people that spotted the dollar, but the contest was never announced until they started hearing about people accusing them of subliminal advertising. Again, is it subliminal if you can see it? Check it out here:

Also of note, check out @kfc on Twitter. They follow 11 people: Herb Scribner, Geri Horner (Halliwell), Melanie Brown, Emma Bunton, Mel C, Victoria Beckham, Herb J. Wesson, Jr., Herb Waters, Herb Dean, Herb Sandek, and Herb Alpert. If you don’t get the joke, you might claim that they’ve engaged in some form of subliminal advertising, but I presume you weren’t born yesterday.

Special Categories:

Hidden Messages in Logos

I’m guessing that you probably know about most of these, but I think that if nothing else, the artistry for pulling off the hidden elements in a logo needs deserves a special mention in a blog post about subliminal messages in advertising. Designing a really cool logo is tough enough, but it’s even harder to design something that looks great and has a hidden message. Let’s get to it.

FedEx

Created in 1994 by Landor Associates, the FedEx logo is one of the most brilliant logo designs ever created. Although it’s possibly one of the most boring looking logos (on the surface), it has a hidden message. What hidden message? Well, the arrow between the E and the X. Once you see the arrow, you can never unsee the arrow.

Baskin Robbins

I actually did a case study on this in one of my MBA marketing research classes, but in 2007, Baskin Robbins was feeling the heat from people like Cold Stone Creamery. In addition to a logo redesign, they were considering complete store redesigns. Their new logo design featured the 31 making up the B and the R of the logo, which is a nod to their original claim to fame of having 31 flavors. Something you might not know, they actually have something like 1,300 flavors now, the 31 flavors was originally created in the ’50s and was built on the idea that someone could have a different flavor for each day of the month.

Toblerone

Toblerone originated in Bern, Switzerland, which is a city that is famous for bears. They were able to integrate a hidden bear in the mountain in the logo.

Toyota

The Toyota logo is in a category all its own. There’s not really a hidden graphic or anything, it’s just that you can spell the name of the company with the shapes in the logo. Go ahead, try it.

There are other really cool hidden items in logos, I just didn’t include them because I couldn’t find any good legal photos that I could use to illustrate. If you’d like to see more, check out the following:

  • The word MOM in the collar of the Wendy’s logo
  • Two people sharing a bowl of salsa in the Tostito’s logo
  • Bike rider (possibly on steroids) in the Tour de France logo
  • Hidden Hershey’s Kiss hidden in their logo
  • Pin in the Pinterest logo
  • The bird in the Atlanta Falcons logo makes an “F”
  • The M and the B in the Milwaukee Brewers logo

Backmasking

Depending on how deliberate it is, backmasking is either a technique or in most cases, it’s just pareidolia, like seeing a face in a tree or the virgin Mary on a piece of toast. Backmasking is essentially where you play a record backward and it reveals a hidden message, or someone finds something that sounds pretty vague, they say that it says something, and then a bunch of people start believing they heard the same thing. I use the term record, and not song, because this phenomenon really took off in the ’60s and 70s when you could literally take the turntable and spin the record backward. I actually did this a bunch with my Led Zeppelin records as a kid when I heard about this. Sometimes it’s deliberate, sometimes it’s borderline, and sometimes it’s probably just a coincidence.

Here are some examples:

The Beatles

In 1966, The Beatles kicked off this technique on the song “Rain”. When played in reverse, you can hear, “Sunshine … Rain … When the rain comes, they run and hide their heads”. The White Album sparked the Paul is Dead conspiracy (that he died in a car crash and was replaced with a lookalike and that’s the reason they stopped touring). For instance, when you play Revolution #9 backwards, you hear “turn me on dead man”, and when you play “I’m So Tired” backward, you hear “Paul is a dead man, miss him, miss him, miss him”. Actually, this kind of makes Revolution #9 actually makes sense…

Led Zeppelin

Stairway to Heaven is one of those songs that was intertwined in the now-debunked Satanic Panic era of human history. The famous line is “here’s to my sweet Satan”, although I tend to hear, “Yish de maze we zaydin”. Now I loved Led Zeppelin as a kid, but if you really want to have a conversation about subliminal messages and Led Zeppelin, let’s discuss their huge catalog of “borrowed” work and how Stairway to Heaven sounds eerily similar to the song Taurus by Sprit.

ELO

After being pulled into the controversary and being accused of satanic messages in their music, ELO explicitly placed some backmasked tracks on the instrumental, “Fire on High” that says (in crystal clarity when played backward, “The music is reversible, but time is not. Turn back! Turn back! Turn back! Turn back!” They even doubled down on this further, when they released an entire album called Secret Messages.

Others

There are so many others to choose from, it’s hard to pick but here are the artists, the song, and the backmasked message that can be heard:

  • Pink Floyd – Empty Spaces“Congratulations. You have just discovered the secret message. Please send your answer to Old Pink, care of the Funny Farm, Chalfont”
  • The Waitresses – The Smartest Person I Know – “Anyone who believes in backwards masking is a fool.”
  • B-52’s – Detour Through Your Mind –  “I buried my parakeet in the backyard. Oh no, you’re playing the record backwards. Watch out, you might ruin your needle.”
  • Devo – Whip It – “Hey come over here!”
  • Weird Al – I Remember Larry – “Wow, you must have an awful lot of free time on your hands”
  • The Simpsons – Drop da Bomb – “Join the Navy” (This was from the episode where Bart joined a boy band and had a hit song with the repeated lyric “Yvan eht nioj”.)

So, does backmasking even qualify as subliminal messaging? Does it fit the theme of the article of “subliminal messages in advertising”? I would argue that it could qualify for both. For the messages that are gibberish when played forwards and clear when played backward, these are deliberately placed by artists, often just to have fun. These are definitely not subliminal. This is just taking the track and reversing it. However, when there is clearly no gibberish played forwards, there’s a chance it’s subliminal, although it’s likely just pareidolia. However…listen to Queen’s “Another One Bites the Dust” backward and I would have to say, that might actually be a subliminal message.

Is it advertising? Well, sort of. For many of the bands that either did this deliberately or just got accused of adding messages to their songs, it’s generated a ton of PR. Any press is good press, right? The best part is that they didn’t have to spend anything extra to generate the buzz. Have I ever mentioned how musicians are inherently the best marketers? PS, read between the lines of this article and let me know if you can find the hidden message.

Why Do I Think Subliminal Advertising Could Work?

The Elaboration Likelihood Model

Thirty years after The Hidden Persuaders was written, a couple of researchers, John Cacioppo from the University of Iowa, and Richard Petty (not the drives real fast guy) from the University of Missouri-Columbia published a paper that would completely change the way that we study consumer behavior. The Elaboration Likelihood Model describes two distinct methods of persuasion: central-route processing and peripheral-route processing. Central-route processing occurs when the receiver of the message has both the ability and motivation to think about a message. Central-route processing occurs when the recipient is thinking about the content of the message and carefully considering the pros and cons of selecting a particular product.[4] Think of evaluating a new car, or a home. This type of reasoning involves central-route processing.

Peripheral-route processing, however, is when the consumer doesn’t think very much about their purchase. During this type of processing, a purchase is made for reasons other than the strength of the arguments. Think of grabbing a snack or choosing a toothpaste. Unless you’re a crazy person, you don’t spend much time evaluating all of your alternatives on low-effort items that you pick up at the grocery store. With peripheral-route processing, a consumer is more driven by unconscious influences and the environment and simple beliefs about a product or a brand. During low-effort consumer behavior and peripheral-route processing, feelings, and emotions toward a product can be swayed by a consumer’s mood, attitude toward an ad, or just being familiar with the brand.[5] Yep, it can be that easy. If you like a product or an ad or are even just exposed to an ad enough times, you could be influenced to purchase the product.

So What Does This All Mean?

So this is where it gets interesting. In one respect, we know that we prefer familiar products over unfamiliar ones, and this can be done by repeated advertising or messaging.[6] On the other hand, we have numerous studies that are unable to recreate the success from the Vicary “study”. So, I guess this raises several questions, what counts as subliminal? Does it need to be noticeable to the consumer? Is 1/3,000 even noticeable? How many frames of video would you need for this to have an impact? What frequency would you need to combine with a noticeable amount of subliminal advertising to make a statistically significant impact on someone’s purchasing behavior?

Since you can’t prove a negative, it is impossible to say that subliminal advertising or subliminal messages have no impact. What could be said is that there are no credible studies that show that any type of subliminal advertising had the intended effect on the advertiser. To prove that subliminal advertising or messaging worked, you’d have to create a really clever lab or field study. Well, it turns out that a few studies have actually shown that subliminal influence had long-term effects on decision making[7], can change our mood[8], and showing logos subliminally can actually alter our brand behavior[9]. There are more but come on, I’m not doing a doctoral dissertation literature review here…

So it has been shown to change people’s behaviors and if you dive into a research library’s database, you can find a bunch of credible studies. This leads me back to one of the original questions if it’s truly subliminal, how would anyone ever know? How would the FCC catch an advertiser that is using subliminal advertising? I’m personally not willing to believe that many advertisers are actually doing this. I’ve worked in marketing for 15+ years and I’m about to get a marketing certificate in an MBA program and I can tell you that the topic of subliminal advertising gets very little attention. I don’t think it’s happening that much, but it’s certainly happening and has happened for decades. Does it have much of an impact on our behavior? That’s something that I can’t really definitively answer.


[1] Fullerton, R. A. (2010). “A virtual social H-bomb”: The late 1950s controversy over subliminal advertising. Journal of Historical Research in Marketing, 2(2), 166-173. doi:http://dx.doi.org.prox.lib.ncsu.edu/10.1108/17557501011042533

[2] Broyles, Sheri J. 2006. Subliminal Advertising and the Perpetual Popularity of Playing to People’s Paranoia. The Journal of Consumer Affairs.

[3] https://www.nytimes.com/1973/12/27/archives/subliminal-ad-pops-up-in-national-tv-promotion-but-mr-choate-stated.html

[4] Cacioppo, J. T., & Petty, R. E. (1984). The elaboration likelihood model of persuasion. Advances in Consumer Research, 11, 673.

[5] Consumer Behavior P 129

[6] Baker, William E. “When Can Affective Conditioning and Mere Exposure Directly Influence Brand Choice?” Journal of Advertising 28 no. 4, Winter 1999. pp. 31-46

[7] Ruch, S., Züst, M. A., & Henke, K. (2016). Subliminal messages exert long-term effects on decision-making. Neuroscience of consciousness2016(1), niw013. https://doi.org/10.1093/nc/niw013

[8]  Monahan JL, Murphy ST, Zajonc RB. Subliminal Mere Exposure: Specific, General, and Diffuse Effects. Psychological Science. 2000;11(6):462-466. doi:10.1111/1467-9280.00289

[9] Muscarella, C., Brintazzoli, G., Gordts, S., Soetens, E., & Van den Bussche, E. (2013). Short- and long-term effects of conscious, minimally conscious and unconscious brand logos. PLoS One, 8(5) doi:http://dx.doi.org.prox.lib.ncsu.edu/10.1371/journal.pone.0057738

These Seven Creepy Ways Advertisers Know Everything About You Will Make You Cringe

gray laptop computer near journals

Digital advertising has changed the ad landscape. As an advertiser, I can not only target you based on past behavior, but I can know when you are going to make a purchase using AI. Advertisers know some pretty creepy things about you and technology makes it all possible. To do this, they need the currency of the future: your personal data. This data is a goldmine and ad tech companies will do just about anything to get it.

Your Browser

Noting to see here, right? I mean, it’s just your browser. A browser can’t reveal much about you, right? Oh boy. I’m sorry to tell you, but a browser knows your software, hardware, your battery level if you’re on a power supply, your download speed, social media sites where you’re logged in, and more. Don’t believe me? Click here to see for yourself and be really creeped out. So, how is this related to advertising? Well, if you’re not reading this article on an app, I’m guessing you’re reading it on Google Chrome. You know, Google? The same Google that’s the largest advertiser in the world. They also know your cookies, browsing history, when you log on, when you log off, and probably just about everything that goes into your Gmail account. I hope you’re not ready to go full tin-foil-hat mode yet. We’re just getting started.

Ad Retargeting

person using a macbook pro on a white table
Photo by cottonbro on Pexels.com

You know when you look at a pair of socks online and the entire internet tries to sell you back that same pair of socks you were just looking at? Well, that’s called retargeting. It’s pretty simple, really. Let’s say you visit my website and I’m running one of these campaigns. I’ve got a piece of code on my site that identifies you as a user of an advertising network that I pay to track you. Now, for the next 90 days, or however long I set the ad contract when you leave and visit a website that is affiliated with my network, you will see my ads.

Even though the simplest form of retargeting involves you visiting my site, there are other ways to do this. You can do this through a related search. Let’s say you are searching for a muzzle for your dog because you can’t stop him from barking. I could serve you an ad from my online dog training course in an ad targeting network to try and stop you from doing something like putting a muzzle on your dog. Yay! Now you bought my awesome services, you bonded with your dog, and you have a better understanding of why he was barking so much in the first place. My creepy ad just made the world a better place. There’s nothing wrong with these ads, right?

Then there’s predictive targeting. What is that? Well, it’s basically AI trying to figure out what you are going to buy in the future based on past behavior. Predictive targeting takes all of your past browsing behavior and uses AI to predict what you are going to be shopping for in the future. Let’s go back to the socks example. A simple way to explain this is if you’ve been shopping for a lot of socks, maybe your next purchase will be shoes. Or maybe some toenail clippers. I’ll admit, so far, still not super creepy. Hang on, it gets worse.

Email

computer desk electronics indoors
Photo by Burst on Pexels.com

Email can’t be that bad, can it? I mean, come on, it’s email. It’s been around forever. In the internet timeline, it’s a dinosaur. I hate to break it to you, everything you do and interact with on an email is tracked. I can track if you skimmed or read my email, what parts of it you liked and clicked on, how many times you opened it, and I can even infer if you forwarded it to someone. From there, well, who knows. I could do some follow-up targeted emails based on your interests.

Let’s say I was trying to really narrow down niches within my customer base. Back to the sock example, let’s say I sell socks and shoes. If I really wanted to understand my customers’ interests, I could send them a simple, general email and see what they click on. Let’s say they click on shoes and nothing else. Wow! I’ve just identified them as a potential shoe buyer. Cool. I can put them in a “shoe” target email. They’ll get that email 24 hours later. That shoe email will have running shoes, hiking shoes, and walking shoes. The shoe email goes out, they click running shoes, boom! I’ve got a runner. Wow, let’s add them to the running list, so every time I have a promo on running shoes or publish a blog about running tips, they get the email. Depending on how active you are on social media, and how tied in and easy my ad tech platform can find your email, I might be able to find you there. And an advertiser can scrape that info pretty easily.

Geofencing

crown group modern motion
Photo by Burst on Pexels.com

So you know how all of your apps want to know your location? Well, from an advertising perspective, this data is really valuable information. An advertiser can set up a “fence” based on your GPS coordinates. Let’s say I’m trying to sell video game accessories. I could choose to target everyone that visits any GameStop store in the country.

An advertiser can get pretty specific. With hyperlocal Geofencing, I could target a specific aisle. Let’s say for instance I just wanted to target everyone that passed by or visited the video game section in a larger department store. Yep, that’s an option.

Your Smart Speaker

black amazon echo on table
Photo by Fabian Hurnaus on Pexels.com

In July of 2019, it came out in The Guardian, that Apple was paying contractors to listen to Siri conversations to “help Siri and dictation…understand you better and recognize what you say”[1]. Of course, Apple denied using this information for any nefarious purposes. But we should all trust a company that has a higher value than the GDP of Brazil, Australia, or Canada, right? While we’re on this train of thought, how about Alexa? Well, in May of 2019, the Washington Post[2] reported how Alexa records everything after it hears its name. Yep. Everything you say. Everything you do. Every noise that it can pick up. Neat. There’s also been a bunch of warrants to obtain the recorded data.[3]

Social Media

apple applications apps cell phone
Photo by Tracy Le Blanc on Pexels.com

Let’s not get into the Cambridge Analytica scandal, I’m guessing you know about that already. Let’s just start with the easy stuff. The first thing to understand is why social media exists in the first place, besides cat pictures. Okay, I’ll give, it also exists so you can argue with your aunt on who she is voting for. Actually, those are just residuals for the real reason that social media exists: data. Yep, as I said before, your data is super valuable. Most people just willingly give it up. They give their name, location, interests, and tons of other information when they first fill out their profile. But it goes deeper. You can be targeted by the pages you like. Did you happen to like a few posts about shoes? Cool, you’re lumped in my sock shoe store thing. Did you happen to share a few posts about grilling out? Congratulations, you’re a candidate for A1 Steak Sauce. Is your feed manipulated based on what you do? Well, let’s just say they call that “how the algorithm works.” Did you have the geolocation feature turned on? Cool. Now I know that you just grabbed a pizza, maybe I can serve you an ad for ice cream.

The Super Creepy

photography of person peeking
Photo by Noelle Otto on Pexels.com

So let’s get to the speculative. Well, sort of speculative. I’m sure you know something about the TikTok ban but maybe you don’t know why it was banned. Well, not banned. Well…sort of banned? Anyway, one of the things that TikTok does is access the iOS clipboard. Yep, Apple. You know, the company worth $2 Trillion that’s famous for their amazing security. The very same Apple. What does this mean? Have you ever cut/pasted information on your phone, maybe a password? Well, that goes to a clipboard. They’re not the only one that does this. CBS News, Accuweather, well, a bunch of others are or have been doing this too.[4] Not only that, TikTok’s own privacy policy says that they collect your mobile carrier, IP address, “unique identifiers”, and keystroke patterns.[5] So other apps are doing this, but the reason that TikTok is banned is because it’s Chinese? From what I can gather, yes.

So let’s get to the big question. You know how you had that conversation with your friend, whether via text, or on the phone, or even in person and you mentioned something? For the purposes of this exercise, let’s say it was Nike. You then pick up your phone, check a social media network and immediately see a Nike ad. You then call or text your friend frantically and say something like “OMG, you know how we were just talking about this, check it out”. So, is Facebook using your microphone and camera to spy on you, even when you’re not using the app? Well, they’ve repeatedly denied these allegations and try really hard to come up with explanations on why this happens. So are they? Good question.

Wrapping Up

Regardless of if you are now masterfully creating a pattern for a new tin-foil hat or not, creepy ads are here to stay. As a society, I don’t really see how we can go back. The only way they would go away is if they didn’t work. Maybe they would go away if we found out that many of the advertisers were committing fraud. Oh wait, we already did that. In 2019, Facebook paid $40 million because they lied about their video stats, [6] Google ran ads with a bunch of fraudulent traffic[7],  oh, and about all of those fake clicks…[8] Maybe we’ll never learn.


[1] Hern, A. Apple Contractors ‘Regularly Hear Confidential Details’ on Siri Recordings, Retrieved from: https://www.theguardian.com/technology/2019/jul/26/apple-contractors-regularly-hear-confidential-details-on-siri-recordings

[2] Fowler, G. Alexa Has Been Eavesdropping on You This Whole Time, Retrieved from: https://www.washingtonpost.com/technology/2019/05/06/alexa-has-been-eavesdropping-you-this-whole-time/

[3] Epstein, K. Police Think Amazon’s Alexa May Have Information on a Fatal Stabbing Case, Retrieved from: https://www.washingtonpost.com/technology/2019/11/02/police-think-amazons-alexa-may-have-information-fatal-stabbing-case/

[4] Jones, T. It’s Not Just TikTok Spying on Your iOS Clipboard, Retrieved from: https://www.gizmodo.com.au/2020/07/ios-clipboard-apps-spy-tiktok/

[5] Mahadevan, T. TikTok Responds After Reddit CEO Calls it Fundamentally Parasitic, Retrieved from: complex.com/pop-culture/2020/02/reddit-ceo-calls-tiktok-fundamentally-parasitic

[6] Gardner, E. Facebook to Pay $40M Under Proposed Settlement in Video Metrics Suit, Retrieved from: https://www.hollywoodreporter.com/thr-esq/facebook-pay-40-million-under-proposed-settlement-video-metrics-suit-1245807

[7] Haggin, P. Google to Refund Advertisers After Suit Over Fraud Scheme, Retrieved from: https://www.wsj.com/articles/google-to-refund-advertisers-after-suit-over-fraud-scheme-11558113251

[8] Fake Clicks on Online Ads Costing Companies Tens of Billions a Year, Retrieved from: https://www.ft.com/content/8f0d4b98-21c7-11ea-b8a1-584213ee7b2b