Snake Oil for the Algorithm Age – Certainty Optimised

It must be my algo-rhythm, but as a woman of a certain age my social media feeds have recently filled up with brightly coloured promises. Not subtle suggestions or gentle nudges, but a constant, cheerful insistence that I am only one small purchase away from a better version of myself. Gummies, powders, teas, drops, patches, sprays. All glossy, all smiling, all marketed with the quiet confidence of something that claims to know what I need. 

Effortless by Design

They share a common tone. Friendly. Encouraging. Almost intimate. The language suggests ease and effortlessness, as though wellbeing were something that could be slotted neatly into a morning routine, somewhere between brushing your teeth and checking your messages. Everything is “natural”, “gentle”, or “plant-based”, as if those words alone were proof of safety or effectiveness. The implication is always the same: this won’t demand much from you, but it will give you a great deal in return.

One Product, Many Miracles

Some of these products promise weight loss without sacrifice, carefully avoiding any mention of calories, movement, or sleep. Others offer more energy, better focus, deeper sleep, calmer moods, or “balanced hormones”. Many claim to tackle several of these issues at once, because why settle for one improvement when you could have five? Often, they go a step further and suggest you don’t even need to give up alcohol, stress, or bad habits. The product will quietly take care of that in the background. All of it arrives wrapped in pastel packaging, softened by friendly fonts, and anchored by testimonials from people who look relaxed, relatable, and convincingly transformed.

Mushroom-based gummies were what finally tipped me into writing this, but they’re far from unique. Spend a few minutes scrolling and the variety becomes almost impressive. Detox teas promise to “reset” your body, despite the fact that your liver and kidneys are already doing that work every day. Collagen powders hint at smoother skin, thicker hair, and stronger nails, even when robust human evidence from clinical trials is thin or non-existent. Hormone-balancing supplements are sold without any testing or medical oversight, as though hormones were a simple dial that could be turned gently to the left. Energy sprays and patches claim to bypass digestion altogether, offering instant vitality with no biological inconvenience.

The products change. The trends evolve. The packaging updates with the seasons. But the underlying message remains constant: this is easy, this is natural, and this could be the answer you’ve been looking for. And there is a TikTok out there to prove it.

Snake Oil, Updated

In the late 19th century, snake-oil salesmen travelled from town to town with wagons full of bottled cures and grand promises. They sold tonics that claimed to relieve pain, restore youth, boost vitality, and cure whatever ailed you, particularly targeting the tired, the ageing, and the unwell. The language sounded medical, the confidence was absolute, and the testimonials were often staged. Evidence was irrelevant. Regulation was minimal. And by the time customers realised the tonic hadn’t worked, the salesman had already moved on, leaving behind empty bottles and a quieter kind of harm: disappointment, wasted money, and eroded trust.

What’s changed isn’t the instinct to exploit hope, but the efficiency of it. Today’s wagons are digital, the bottles are pastel, and the performance arrives via algorithms instead of town squares. The targeting is more precise, the reach is global, and the repetition is relentless. Testimonials are no longer shouted from the crowd but embedded seamlessly into feeds. The urgency no longer comes from a disappearing cart, but from countdown timers, limited offers, and subscriptions designed to be harder to leave than to enter. The old snake oil promised health without hardship. Modern wellness promises optimisation without disruption. The same moral bargain, updated for an age where the salesman never has to leave town, because they never have to.

 Not a Scam – A Claim

Having spent years working in fraud, there’s one rule that has never failed me. If something sounds too good to be true, it probably is. What’s interesting here, though, is that most of these offerings aren’t outright scams. They’re not fake in the traditional sense. They’re sold by real companies with real addresses, polished websites, and professional branding. If you place an order, the product will almost certainly arrive on your doorstep. Your card won’t be cloned. Your money won’t vanish into the ether.

This isn’t about fake goods or stolen details. It’s about claims.

The problem isn’t whether the product exists. The problem is whether the promises attached to it can withstand even modest scrutiny.

Weight loss, energy levels, mood, sleep, and ageing are biologically complex processes, shaped by a tangle of genetics, environment, habits, stress, and time. Alcohol actively interferes with fat metabolism. Hormones don’t politely “rebalance” themselves in response to a gummy, a tea, or a powder. There is no credible scientific evidence that a single supplement or sweetened product can override basic human physiology without changes to diet, movement, sleep, or overall lifestyle. And yet, the advertising strongly implies that it can, or at least that it might, if you’re lucky.

 Where Marketing Replaces Evidence

This is possible because the marketing lives in a carefully maintained grey zone. The language is precise in its vagueness. Ingredients are described as “ancient”, “traditional”, or “used for centuries”, without explaining how they behave in modern bodies or modern doses. Personal testimonials stand in for data, offering emotional resonance instead of measurable outcomes. Peer-reviewed research is conspicuously absent, replaced by phrases that sound scientific without actually proving anything. Responsibility is quietly shifted onto the consumer through disclaimers like “results may vary”, a small sentence that does a remarkable amount of legal heavy lifting.

 What Real Breakthroughs Look Like

A useful way to test these claims is to imagine the alternative. When something genuinely does change the landscape of weight loss or metabolic health, it doesn’t arrive quietly. Recent headlines around prescription weight-loss injections are a case in point. Their effects have been pored over in clinical trials, their risks and side effects debated in medical journals, and their cost and accessibility argued about in parliaments and health services. They are regulated, prescribed, monitored, and, crucially, limited, because anything powerful enough to alter the body meaningfully is also powerful enough to cause harm.

Now compare that with what fills our social media feeds. If a fruit-flavoured gummy, tea, or powder could flatten stomachs, boost energy, improve sleep, support sustained weight loss, and neutralise the effects of alcohol, all without requiring lifestyle change, it would demand the same level of scrutiny. It would be regulated, not merely marketed. It would come with warnings, not discount codes. Its claims would be constrained by evidence, not expanded by influencers.

Instead, these products live almost entirely in the world of advertising and social media influencers. They are governed less by clinical data than by engagement metrics. Their success is measured in clicks, conversions, and subscriptions, not long-term outcomes or side-effect profiles. They don’t prompt policy debates or regulatory reviews because, despite the confidence of their marketing, they don’t demonstrate effects significant enough to require them.

And that contrast matters. Because real medical interventions invite oversight, caution, and limitation. Products that rely primarily on aesthetics, testimonials, and urgency messaging are telling you something important about where their power actually lies.

 The Real Product

Which brings us to the real product being sold. Because it isn’t tea, powder, gummies, or sprays. It’s hope.

Hope that ageing can be slowed or softened. Hope that exhaustion has a simple fix. Hope that weight can be lost without discomfort or disruption. Hope that wellbeing can be restored neatly, pleasantly, and without demanding much in return. In a world that is busy, stressed, ageing, and constantly reminded that it could be better, hope is an extraordinarily powerful thing and an easy thing to monetise.

Questioning these promises isn’t cynicism, and it isn’t negativity. It’s common sense. Asking where the evidence is, who profits from belief, and why something supposedly powerful needs such aggressive marketing isn’t being closed-minded, it’s being informed.

Perhaps the most uncomfortable truth is that this kind of marketing works. Not because the products are miraculous, but because hope has always been easy to exploit. When people are tired, ageing, unwell, or quietly dissatisfied, promises of effortlessness find fertile ground. They always have.

History shows us the pattern clearly. The setting changes. The salesmen become smoother. The bottles prettier. The crowd no longer gathers in a square but scrolls alone, targeted and segmented. What remains unchanged is the transaction itself: certainty sold without proof, then quietly reclaimed through disclaimers when reality intrudes. The “Results may vary” strapline does the modern work of absolution, shifting responsibility onto the believer when the promise fails. When the product disappoints, it is framed not as an empty claim, but as a personal shortcoming: “you didn’t take it long enough”, “didn’t take it properly”, “didn’t try hard enough”.

 Proof Still Matters

Hope deserves better than this. It deserves honesty, evidence, and restraint, especially when health is involved. Because the real harm is not always dramatic or immediate. More often, it’s cumulative. Money spent, trust eroded, and the creeping belief that the failure belongs to you rather than the claim.

So, by all means, trust people. Assume good intent. Believe that most of what’s being sold isn’t deliberately malicious. But when it comes to your health, your body, and your expectations, it’s worth shuffling the cards yourself (see our previous article Trust Everybody, But Shuffle The Cards Yourself: 5 May, 2025).

The quiet truth is this. Real change is rarely flashy, never instant, and almost never fruit flavoured. Trust is generous. Proof is earned. And common sense, inconveniently, still doesn’t come in gummy form.