by JCM | 21 Aug, 2024 |
The default writing style of GenAI is becoming ever more prevalent on LinkedIn, both in posts and comments.
This GenAI standard copy has a rhythm that, because it’s becoming so common, is becoming increasingly noticeable.
Sometimes it’s really very obvious we’ve got bots talking to bots – especially on those AI-generated posts where LinkedIn tries to algorithmically flatter us by pretending we’re one of a select few experts invited to respond to a question.
???
Top tip: If you’re using LinkedIn to build a personal / professional brand, you really need a personality – a style or tone (and preferably ideas) of your own. If you sound the same as everyone else, you fade into the background noise.
So while it may be tempting to hit the “Rewrite with AI” button, or just paste a question into your Chatbot of choice, my advice: Don’t.
Or, at least, don’t without giving it some thought.
???
There are lots of good reasons to use AI to help with your writing – it’s an annoyingly good editor when used carefully, and can be a superb help for people working in their second language, or with neurodiverse needs. It can be helpful to spot ways to tighten arguments, and in suggesting additional points. But like any tool, it needs a bit of practice and skill to use well.
But seeing that this platform is about showing off professional skills, don’t use the default – that’s like turning up to a client presentation with a PowerPoint with no formatting.
Put a bit of effort in, and maybe you’ll get read and responded to by people, not just bots. And isn’t that the point of *social* media?
by JCM | 16 Aug, 2024 |
This from John Hegarty resonated. Unpopular opinion, but awards – especially in B2B marketing – are the ad industry equivalent of social media vanity metrics. They may get you marginally more reach (usually long after the campaign’s over), but rarely with your real target audiences.
What’s worse, the positive signals award wins send out can create feedback loops of groupthink about tactics that can actively harm your ability to deliver.
I know it’s tough to demonstrate marketing effectiveness, but award wins rarely prove much beyond that marketing people like something. So unless you’re selling to marketers, they don’t really have much value.
This means awards make perfect sense for agencies (and individuals) to enter – but for their clients? The point of marketing is to improve brand perception and make sales with your buyers, not getting a round of applause from other marketers.
Which is why, often, I find the less glamorous side of marketing is where the real businesses impact can be found.
by JCM | 15 Aug, 2024 |
There’s some fascinating stuff in this SEO long read, based on impressive research and analysis. Just bear in mind that, as leaked Google documents put it, “If you think you understand how [search algorithms] work, trust us: you don’t. We’re not sure that we do either.”
To save you time, the main lesson is that “achieving a high ranking isn’t solely about having a great document or implementing the right SEO measures with high-quality content”. Search results shift in near realtime based on thousands of utterly opaque, interconnected assessments of obscure demand and user intent signals, so there’s only so much website managers can do.
For me, this all confirms a few core content principles:
? Context is king, not content. You can have an amazing page full of astounding insight, but if it doesn’t clearly meet the needs of the user at that moment in time, it will go unviewed.
?? Page structure is at least as important as substance – if (human and bot) audiences can’t quickly tell that your page is interesting and relevant, they’ll bounce.
? But don’t worry – the key to success is rarely going to be a single webpage. More important is the authority of the domain and brand.
? This means the impact of content is at least as much about cumulative brand building as it is immediate engagement. Think of the long tail, not just the short spike – and focus your content strategy on building this long-term growth over the short-term quick hit.
? Given so much about how this works is unknown, and so many factors are outside your control, it’s best not to over-think it. Follow all the advice SEO experts offer, and you’ll end up with something so over-engineered it’ll lose its coherence and flow. This will increase bounce rates.
???? So how to succeed? Go back to basics: Focus on ensuring your content fulfills a clear audience need (ideally currently unmet by other sources), using language audiences are looking for, presented in ways audiences are likely to engage with, and with clear links to and from other relevant content to help both humans and bots understand its relevance within the broader context.
? In other words, SEO may be complex when you dig into the details – but it’s really just a combination of common sense, long-term authority building, and a good bit of luck.
It’s still worth reading the whole thing, though.
by JCM | 1 Aug, 2024 |
“When AI is mentioned, it tends to lower emotional trust, which in turn decreases purchase intentions.”
An interesting finding, this – especially as it transcends product and service categories – though perhaps to be expected at this stage of the GenAI hype cycle.
This kind of scepticism isn’t easy to overcome – with new technologies acceptance and mass adoption is often a matter of time – but as the authors of the study point out, the key issue to address is the lack of trust in AI as a technology.
Some of this lack of trust is due to lack of familiarity – natural language GenAI seems intuitive, but actually takes a lot of practice to get decent results.
Some will be due to the opposite – follow the likes of Gary Marcus, and it’s hard not to get sceptical about the sustainability, benefits, and reliability of the current approach to GenAI.
The danger, though, is that this scepticism may be spreading to AI as a whole. The prominence of GenAI in the current AI discourse is leading to different types of artificial intelligence becoming conflated in the popular imagination – even though, just a few years ago, the form of machine learning we now call GenAI wouldn’t even have been classified as artificial intelligence.
Tech terms can rapidly become toxic – think “web3”, “NFT”, and “metaverse”. Could GenAI be starting to experience a similar branding problem? And could this damage perception of other kinds of AI in the process?
by JCM | 1 Aug, 2024 |
The decline in news audiences reported here – 43%, or 11 million daily views – is shockingly high. This follows Canada’s ill-considered battle with Meta, which led to Meta pulling news from its platforms, including Facebook, in the Canadian market last year, rather than arrange content licensing agreements with news publishers.
This amply demonstrates the vast power these tech platforms have in society and over the media industry, and so justifies the Canadian government’s worries. But it also more than shows – once again – how utterly dependent the online content ecosystem is on these channels for distribution.
Meta/Facebook obviously isn’t a monopoly, but a 43% decline in news consumption thanks to the shutting down of one set of distribution channels? It’s a safe bet that much of the rest of the traffic will be from Google, so it’s more of a duopoly.
What impact is this level of reliance on a couple of gatekeeping tech platforms – who can change their policies on a whim at any time – going to have on public awareness of current events and society at large
Elsewhere in the article we have an answer: “just 22 per cent of Canadians are aware a ban is in place”.
Shut down access to news, little wonder that awareness of news stories stays low.
Both Canada (with Meta) and Australia (with Google and Meta) have tried forcing the tech giants into doing licensing deals for content that their platforms promote. In both cases, this has – predictably – backfired, and led to the opposite effect to that intended.
But what’s the solution?
This question is becoming more urgent now that GenAI is in the mix, and starting to provide summaries of stories rather than just provide a headline, image, and link.
Meta/Google were effectively acting like a newsstand – showing passing punters a range of headlines to attract their attention and pull in an audience.
GenAI’s summarisation approach, meanwhile, is much closer to what Meta and Google were being (unfairly) accused of doing by the Canadian and Australian governments: Taking traffic away from news sites by providing an overview of the story on their own platforms.
But the GenAI Pandora’s Box has already been opened. Publishers need to move away from wishful thinking – the main cause of the failed Australian/Canadian experiments – and back to harsh reality.
Unlike the Meta news withdrawal – which could be reversed – this new threat to content distribution models isn’t going away.
by JCM | 31 Jul, 2024 |
“If your website is referenced in a Perplexity search result where the company earns advertising revenue, you’ll be eligible for revenue share.”
How many qualifiers can be fitted into one sentence, all while providing next to no information?
To be clear, I’ve loved Wordpress ever since I migrated my old blog to it [checks archives] *18* years ago [damn…] I also fully get why they’re doing this – some money is better than none, it may work out, and it may actually lead to more traffic / engagement / visibility for Wordpress sites.
But this all feels a little like promises of scraps falling from the table of people who are getting scraps falling from an even higher table.
Perplexity currently claims to be making US$20 million from paid subscriptions to its pro service – about the only source of income it currently seems to have, despite its $2.5-3 billion valuation. If they’re now giving away some of that limited income, I can’t see an obvious path to profitability, given the hefty running costs of GenAI.
This doesn’t just go for Perplexity, but for all these GenAI tools:
1?? What’s the path to a sustainable content publishing-based business model (and all these GenAI companies are content companies) when being able to produce infinite content on demand means the traditional route for making money for these kinds of companies – advertising inventory – is also infinite?
2?? Value comes from scarcity. Content / as inventory is no longer scarce. How do you make something that’s not scarce seem valuable enough to get people to pay for it?
3?? And when all GenAI models offer more or less the same output, and more or less the same level of reliability, and successful features and approaches can be replicated by the competition in next to no time, how do you stand out from the crowd?
Being a content/tech geek I’ve been thinking about this a lot over the last couple of years. Perplexity’s approach is one I like (I did history at university, so I love a good list of sources, even if they’ve mostly just been added to make your work look more credible and most of them are irrelevant, as is often the case with Perplexity) – but I’m far from convinced it has money-making potential. As Wired has put it, Perplexity is a bullshit machine. How valuable is bullshit?
Basically, we’re firmly in the destruction phase of creative destruction. The creative part is yet to come
But still – at least the providers of the raw material these LLMs are so reliant on are starting to get thrown a few bones. That’s a step in the right direction – because as that recent Nature study made clear, the proliferation of AI-generated content risks surprisingly rapid synthetic data-induced model collapse.
Human-created content may no longer be king, but it remains vitally important. Without it – and a hefty dose of critical thinking – the whole system comes tumbling down.
by JCM | 29 Jun, 2020 |
The most surprising thing with this growing move away from social media advertising is that it has taken this long for brands to realise that they can’t control the context in which their adverts appear – and that context can change perception of their messaging.
The real lesson here is not that social media needs stricter controls (an ethical debate), it’s that in the classic Paid/Earned/Owned model, the *only* part brands can fully control is Owned. Many are only now beginning to wake up to the fact that their social accounts are not Owned platforms.
All this should have been obvious for years – every fresh story about an algorithm change destroying business models that were relying on social audiences has been an alarm bell. But perhaps now brands are finally realising that social isn’t as straightforward as they’ve long seemed to believe.
What does this mean for brands?
1) They need more robust, nuanced social strategies. Chucking money at paid posts and adverts doesn’t cut it. It never has.
2) The quality of their genuinely Owned platforms is becoming more important than ever. These are the only places they have complete control over the context and the message.
And it’s also notable that many brands joining the boycott have solid Owned strategies in place…
by JCM | 20 Jun, 2020 |
A Barthes sign – deliberate irony… So, last time I started at the beginning of the art and science of persuasion, looking at how Aristotle’s rhetoric is still the basis of modern marketing, via his 3-part system of:
- Ethos (basically the speaker’s credibility or brand)
- Logos (the subject & style of the message)
- Pathos (effectively the audience’s response)
Prioritising pathos
For an artist, novelist, or even journalist, the first two of these are almost always the most important, with a strong emphasis on the second. While most artists and writers *want* to have a positive audience response to their work, their primary goal is to get their idea out there. Their ethos / reputation may help them reach an audience, but this is secondary to the logos of the work they’re producing: the subject they want to convey, and the way they – the authors of the work – decide to shape it is both their focus, and the focus of their audience.
In short, for an artist or writer, often it is the act of creation itself that is the goal. Getting a positive audience response is merely a bonus – and being forced to chase an audience can stifle their creativity and lead to both stress and bad work. Hence the cliche of the difficult second album…
By contrast, for marketing it’s the last of Aristotle’s three concepts – pathos, the response of the audience – which is most important. Without the right kind of audience response, a marketer’s work will have failed. Hence the birth of focus groups, testing, and the often quite derivative nature of advertising, as “creatives” are forced to shape their work not around a great creative concept in itself, as an artist would, but how that creative concept is likely to resonate with their target audience – pushing them into creativity by committee (always a killer), and a constant recycling of ideas that are known to work.
This focus on the audience’s response is how we’ve end up jumping all the way from Aristotle to Roland Barthes, the notoriously difficult to read late-20th century French semiotician. (But still, at least he’s not Pierre Bourdieu, who I may get to in a later piece in this series…)
Everything is subjective
Barthes’ most famous idea is that of the death of the author – basically the idea that the authorial/creative intentions behind a work of art/literature don’t matter; all that is important is the response of the audience.
To understand this response, Barthes – building on some of the concepts of Ferdinand de Saussure that helped give birth to semiotics, the study of signs (combined with some of Jacques Lacan’s ideas on psychology) – began to re-conceptualise the way meaning is created in culture and society.
Where for Saussure, the importance of semiotics was to help understand the connection between a symbol/sign (the signifier) – be that a sound, a word, or an image – and the thing or concept that symbol/sign was intended to represent (the signified), Barthes effectively took this one logical step further by pointing out that this two-way connection still didn’t get to the heart of the *meaning* of that sign/symbol, because meaning is entirely a matter of interpretation. The connection between signifier and signified is entirely subjective.
Why? Well, because all of us have different knowledge, experience, ideas, attitudes, needs and expectations.
Emojis and meaning
Emojis are a good example. Take this one: Originally designed to represent a Chinese dumpling, the emoji’s creator specifically had dumplings in mind when she made it, arguing:
“The dumpling is actually universal. Georgia has khinkali. Japan has gyoza. Korea has mandoo. Italy has ravioli. Polish people have pierogi. Russian people have pelmeni. Argentians have empanadas. Jewish people have kreplachs. Chinese people have potstickers and various other dumplings. Tibet and Nepal have momos. Turkish people have manti.”
As emojis are intended as shorthand signs to speed up communication, arguing for a dumpling emoji based on that logic is pretty sound.
When I first saw it, I initially thought it was a Cornish pasty – a type of food I grew up on. This wasn’t explicitly included in the creator’s initial list – but it was there in the spirit.
In other words, a symbol that means one thing to one person could mean something very different to someone else. (A bit like when my mother kept on signing off text messages with “LOL”, meaning “Lots Of Love”, and I was reading it as “Laugh Out Loud” and wondering what was so funny.)
Back to Barthes and a multitude of meanings
Anyway, all this is to illustrate one of Barthes’ key points: Meaning isn’t as simple as there being a direct connection between a signifier (word/image/sign) and signified (thing/concept). Instead you also need to consider the interpretation of both.
This led to Barthes’ modification of Suassure’s bilateral signifier-signified relationship into a trilateral model:
- Representamen: the signifier / sign / word / image / sound used to represent a concept or thing
- Object: the signified / thing / concept being represented
- Interpretant: the person decoding the meaning denoted by both Representamen and Object – a meaning that may vary wildly from interpretant to interpretant depending on their personal context
In other words, there is no single objective, definitive, “correct” interpretation of any given representamen, because the meaning of such signifiers (and even the objects/signifieds they are intended to represent) will constantly change according to context.
An alcoholic example
Take the phrase “I want some alcohol” to illustrate the point.
In one sense, “alcohol” always means the same thing – reading that word, you *think* you know what I mean by it in writing it down. But – as with the emoji example above – what kind of alcohol is, to you, representative? Beer? Whisky? Wine? Gin? A fancy cocktail with an umbrella in it?
In Japanese, the word for alcohol is sake – which is fairly familiar to English speakers as Japanese rice wine. Ask for sake in a Japanese bar (at least, if you’re obviously not Japanese, like me), and that’s what’ll be delivered, even though the word technically means all types of alcohol.
But what if you’re a surgeon, talking about medical alcohol to clean your scalpel? Or Muslim, and alcohol is forbidden by your religion? Or an alcoholic, and the very thought of it represents a constant temptation and potential relapse? Or, to a lesser degree, what if it’s nine o’clock on a Saturday morning and you’ve got a hangover?
And then there’s the time and place (kairos, for Aristotle). “I want some alcohol” if you’re the surgeon in the operating theatre above will be purposeful, urgent, obviously related to a specific medical need. Say it at the end of a long working day, it could be an sign that you’ve worked hard and deserve a reward, or that you’ve been worked *too* hard and are feeling depressed, or just that you’d like to spend some time with your colleagues in a social environment. Say it at seven o’clock in the morning, and it likely means you’re an alcoholic (unless you’ve been going all night, in which case it means you’re a bit of a party animal – unless you’ve been going all night and you’re in your forties, in which case it means you’re having a mid-life crisis, and probably a little bit sad).
Even if both you as author and interpretant as reader are agreed roughly on what specific type of alcohol you’re referring to, there are still additional contextual meanings that the interpretant will layer on top of your representamen, often subconsciously, that will trigger very different responses.
Again, Aristotle got in there first – because this is pretty much what he had in mind with the idea of pathos: the emotional response of the audience to the rhetorical approach you, as speaker, have taken.
It’s always about your audiences – plural
So, if everything is subjective, context is everything to interpretation, and the intended meaning and interpreted meaning can vary wildly from person to person and context to context, what does this mean for effective communication?
Well, it basically means that it’s very, very difficult to communicate effectively.
But there is hope – Barthes doesn’t go as far as his fellow postmodernist Jacques Derrida (of whom more another time, probably) and argue that all this means things are changing so much there is ultimately no such thing as meaning.
But what it does mean is that we shouldn’t make assumptions about how what we’re trying to say will be interpreted. We need to think more about principles of inclusive design when starting to craft our messages. We need to constantly self-criticise and consider the vast range of cultural, linguistic, social, educational, and personal experiences of our audiences. And to recognise that audiences are always plural – even if the audience is a single person, because their mindset and mood will vary depending on the context in which they encounter the thing it is they are interpreting.
To anticipate all these variants may well be impossible. But if your job is to convey meaning and to try to persuade – as it is for marketers and advertisers – then your job is to attempt to anticipate as many as possible.
Anticipating responses – and adapting accordingly
Which is why, to be a successful marketer, a basic understanding of the media, of creative techniques, of the product you’re marketing and the sector you’re in – the traditional needs of the industry – is not enough. To be effective needs a far broader understanding of the context in which your work will be interpreted by your target audiences. And these audiences are far more complex than can ever hope to be summed up on a PowerPoint slide as a “persona”. To try and anticipate their responses needs an awareness of a huge range of potential variables – far more than the simplistic, old-school advertising approach focusing on fairly simplistic demographics.
This is why, as I continue this series exploring the art of persuasion and the theories and best practices that underlie marketing, I’m going to continue to branch out into other areas – from semiotics to sociology to anthropology to literary criticism to linguistics to economics to psychology to philosophy to history and more. Because ultimately, the only way to get close to persuading is to try to understand and anticipate the vast range of ways what we, as creators, are doing can be interpreted, and construct our attempts at persuasion backwards from this knowledge.
Barthes never quite got to an all-encompassing theory of meaning to create a roadmap of how to do this, having died mid-flow at the age of 64 after being run over by a laundry van following a convivial lunch with future French President Francois Mitterand and the philosopher Michel Foucault (of whom, probably, more another time). I doubt I’ll be the one to pick up the baton. And it may well be impossible anyway – even tapping into the potential promise of AI to analyse vast datasets and interpret correlations and likely causations of meaning and influence.
But hell – it’s a way to pass the time.
The art of persuasion series:
- Aristotle’s rhetoric: the foundations of modern marketing
- Barthes and anticipating audience responses
by JCM | 15 Jun, 2020 |
So, as I’m going to start writing about what I’m reading (and occasionally watching or listening to), primarily to explore a bit more about what I do for a living, I should at least start at the beginning. Even if I’m likely to jump around a lot afterwards.
The true beginnings of the art of persuasion came earlier, but Aristotle was one of the first (that we have surviving records for) to start codifying it into more of a science. As with a surprisingly large amount of Aristotle, a lot still stands.
First, what does Aristotle define rhetoric as being?
“The faculty of observing in any given case the available means of persuasion.”
In other words, rhetoric is all about knowing how to select the right tactics to effectively persuade a given audience on a given topic in a given circumstance.
There are “non-technical” means of persuasion – evidence, witnesses, etc. – but these lie outside the speaker’s direct control. Instead Aristotle’s rhetoric mostly focuses on “technical” approaches, which he terms “appeals” .
These he focuses on the three key elements of the situation:
- Speaker
- Subject
- Audience
With a bit of elaboration and nuance, these become the three core elements of classical rhetoric – and remain insanely relevant today:
1) Ethos: the speaker’s character
Basically the impression you give. Your character as given through your approach – but also your past reputation. Your ethos needs to inspire confidence, and increase the perception that you are credible.
This, in other words, is pretty much your brand.
It’s built up by a combination, Aristotle reckons, of good sense, good will, and good morals. If any of these are suspect – or successfully undermined by a rival (or an annoying comment on social media pointing out a bit of hypocrisy), your attempt at persuasion is less likely to succeed.
2) Logos: the argument made about the subject
This covers both substance – what you’re arguing – and the style – how you present it.
A combination of the idea and the wording, this is what many marketers and advertisers focus on the most. It’s the concept. The copywriting. The compelling call to action.
Most important – and something I keep focusing on, frustrated with seeing far too much shallow marketing – Aristotle insists that style and substance need to work hand in hand. They need to complement each other, not compete.
Fancy words without depth are pointless sophistry, empty rhetoric – and your audience will soon find you out.
3) Pathos: the emotion conjured in the audience
Positive or negative, triggering emotional reactions in your audience makes them more likely to pay attention and remember what you’re telling them. This is now proven by science – brain scans and clinical trials have demonstrated this point pretty much conclusively. Aristotle just got in a couple of thousand years early.
The challenge, of course, is to trigger the appropriate emotional response for the argument you’re making, among the audience you’re trying to persuade, to achieve the desired response. Aristotle lists 14 emotions – fear, confidence, anger, friendship, calm, enmity, shame, shamelessness, pity, kindness, envy, indignation, emulation, and contempt – but more recent psychologists have expanded this.
Balancing the sell
To be persuasive requires a balance of all three elements. But, of course, the balance needed varies depending on subject, audience, intention, and the reputation of the speaker/brand doing the persuading.
But, let’s face it, this is pretty much the core of selling:
- Ethos: This product / brand is good / reliable
- Logos: Because it will do X in Y way
- Pathos: And make your life better / prevent it from getting worse
Of course, it’s all a lot more complicated than that. That’s why there’s so many other rhetorical devices out there to play with. Of all these, there’s one more from Aristotle it’s important to cover in an introductory piece:
4) Kairos: it’s all about timing
You can be credible, emotionally considered, and have style and substance dripping from every pore – but if you time your appeal wrong, it’s never going to work.
Take this very post…
I’m writing this on a Monday evening. That’s a decent enough time for writing – especially as I had the day off and am feeling fresh and relaxed. But is it a good time for publishing? Most advice would say no. Even if I’d clearly defined my target audience, 10:30pm UK time is just about the worst time to publish anything: European audiences are heading to bed; American audiences are finishing up work for the day; Asian audiences are still asleep. If I wanted to reach my audience immediately, publishing now would be madness.
But it’s not just about the time on the clock – it’s also about appropriateness. We’ve had plenty of examples of this in the last few months of coronavirus lockdowns – some messages simply became out of place, and various ad campaigns have had to be pulled as businesses have shut down and travel and gatherings of people stopped.
Bringing it all together – or screwing it all up
The last couple of weeks of Black Lives Matter protests has also underscored the importance of appropriateness of messaging.
While some brands were quick to put out messages of support, others dithered – making them look bad.
Of the brands that did put out supportive messages, most got the emotion (rousing, empathetic) and style right (adopting the plain black background of the main BLM movement in solidarity), but some were accused of failing on substance. Vague supportive noises were simply not seen as strong enough by many – because to be an ally is to speak up, take a stand, and act, not just stand there mumbling platitudes.
And many more brands fell down on the ethos side: They may have said the right things, in the right way, at the right time, with the right emotion – but their actions behind the scenes ensured they simply weren’t credible. How many brands were called out for their claims to want more racial equity, only to receive the (fair) response: “How many Black people are on your board?” or “What’s the racial pay gap in your company?”
Persuasion can be a technical thing, in other words. You can study the art of rhetoric to develop appropriate strategies and deploy the right tactics. But while you can fool some of the people some of the time, and persuade some people for a while, you can’t fool everyone for ever.
Still, use these four points from Aristotle as a foundation for working out your strategy, and at least you’ve got the basics in place.
Which is probably why pretty much every marketing strategy deck still includes them in some form or other, albeit in agency speak rather than ancient Greek… At my current place we do this quite directly, referring to Wisdom (a form of ethos), Wonder (a form of logos) and Delight (a form of pathos), topped off with a bit of Velocity (one approach to kairos) – as well as a few additions like Atomisation, designed to acknowledge that different audiences (and different media) require different approaches.
There’s a lot more to it than this, of course. Aristotle alone wrote enough for a whole book about it… I’m planning on following up with more on the art and science of persuasion in the coming weeks and months. Watch this space.
The art of persuasion series:
- Aristotle’s rhetoric: the foundations of modern marketing
- Barthes and anticipating audience responses
by JCM | 11 Jun, 2020 |
A (comedy) textbook lesson in why it’s vital to check existing trademarks and uses before launching a new brand, as the latest branch of the US military discovers that Netflix got their first…