Latest / Pricing Power Podcast with Fexingo: How Businesses Set Prices, Raise Margins, and Win Customers / The Psychology of Decoy Pricing in Retail
Transcript
- Lucas: Let’s start with a simple question: why do most chains offer three sizes instead of two? It’s not just inventory logistics. It’s a deliberate psychological trap known as the decoy effect. When you walk into a coffee shop in October twenty-six, that medium size exists primarily to make the large look like a bargain, even if the large is actually the least profitable per ounce. Luna: Right, because without that middle option, you’re forcing a binary choice between cheap and expensive. The medium creates a reference point that shifts your perception of value entirely. Lucas: Exactly. And it’s not just coffee. Look at software subscriptions. You have Basic, Pro, and Enterprise. The Pro tier is often priced specifically to sit just below the Enterprise plan, making Enterprise seem accessible by comparison. But here’s the twist: many companies are now removing the basic tier entirely to force everyone into the premium bracket. That’s a different kind of pressure. Luna: So they’re stripping away the anchor that usually protects the budget-conscious buyer? That feels aggressive, but it definitely works for high-margin SaaS models. Lucas: It does work, provided your product has clear differentiation. The problem arises when the decoy is too obvious. If the price gap between medium and large is only five percent, smart consumers see through it. They’ll stick to the medium because it’s rational. The decoy needs to be slightly irrational on its own, but compelling next to the target. Luna: Like offering a huge bag of chips that costs almost as much as the family size? Nobody buys the huge bag; it’s just there to make the family size look like a steal. Lucas: Precisely. That’s the classic example. The huge bag is the decoy. It has poor unit economics. No one wants it. But it makes the family size appear to have a superior cost per ounce ratio. Companies know this. They aren’t trying to sell the decoy. They’re trying to sell the target. Luna: But what happens when inflation hits? If costs rise across all sizes, does the decoy still hold up, or does it just become another expensive option? Lucas: That’s where the margin squeeze gets interesting. When input costs rise, companies often raise prices on the decoy first. It’s the sacrificial lamb. By increasing the price of the medium size, they make the large size look even more attractive by comparison. It’s a defensive move that inadvertently reinforces the decoy effect. Luna: So inflation actually strengthens the psychological leverage of the decoy? That’s counterintuitive. I would have thought people would get more price-sensitive. Lucas: They do get sensitive, but they also get confused. When everything is getting more expensive, decision fatigue sets in. People revert to heuristics. The heuristic here is 'bigger is better value.' So they chase the perceived deal, which is always the top tier. Luna: I’ve noticed this in streaming services too. They keep raising prices, but they always add a new ad-supported tier that’s barely cheaper than the standard one. It’s basically a decoy to push you toward the ad-free premium. Lucas: Spot on. The ad-supported tier is the decoy. It’s annoying, it’s clunky, and it’s only slightly cheaper. Its sole purpose is to make the premium ad-free experience feel worth the extra dollar or two. It’s not about capturing the budget segment; it’s about protecting the premium segment’s willingness to pay. Luna: It feels like a manipulation of frustration. You pay more to avoid ads, even though the base product is the same content. Is that ethical? Lucas: Ethics aside, it’s highly effective. The key is that the premium tier must deliver a distinct benefit. If it’s just the same movie library with fewer interruptions, people will grumble but pay. If the difference is trivial, the decoy fails. You need a tangible upgrade. Luna: What about physical goods? Like electronics. Why do we always see three storage options? Sixty-four gigabytes, one hundred twenty-eight, two fifty-six? Lucas: Because the sixty-four gigabyte version is usually overpriced relative to its utility. It’s the decoy. The one hundred twenty-eight gigabyte version is the target. It offers enough space for most users at a reasonable price. The two fifty-six gigabyte version is for power users, but it’s priced so high that it doesn’t cannibalize the target. It just makes the target look affordable. Luna: So the smallest option is deliberately bad value? That seems risky. What if someone really only needs the small one? Lucas: Then they buy it. But the data shows that very few people fit that profile. Most people want more capacity than they think they need. The decoy exploits that anxiety. It makes them upgrade to avoid regret later. Luna: It’s basically selling peace of mind along with the hardware. And they charge a premium for that peace of mind. Lucas: Exactly. And here’s the critical insight for business owners: if you only offer two options, you lose this leverage. You’re forced to compete on absolute price. With three options, you control the narrative. You define what 'reasonable' looks like. Luna: So having more choices actually limits choice? It funnels people into a specific bucket rather than letting them wander freely. Lucas: That’s the paradox. More options can lead to analysis paralysis. Fewer options can lead to confusion about value. Three is the sweet spot because it provides enough contrast to create a hierarchy. Two is flat. Four is cluttered. Luna: Does this work for service businesses too? Like consulting retainers? Lucas: Absolutely. You have hourly, monthly retainer, and annual partnership. The monthly retainer is often the decoy. It’s less flexible than hourly and less committed than annual. But it sits right in the middle, making the annual partnership look like a massive discount on a per-hour basis. Luna: So the annual deal is the real goal. The monthly rate is just there to make the annual rate shine. Lucas: Yes. And it reduces churn. Once you lock someone into an annual contract, they’re less likely to leave. The decoy gets them in the door, but the commitment keeps them there. Luna: I guess I never realized how intentional these structures are. It feels like the company is guiding me, not just presenting options. Lucas: That’s the point. Good pricing isn’t passive. It’s active architecture. You’re building a path for the customer to walk down. If you don’t build the path, they’ll wander off to a competitor who did. Luna: It makes me wonder if there are industries where this doesn’t apply. Where transparency is valued over structure. Lucas: Commodities, mostly. Oil, wheat, copper. There’s no decoy in a barrel of crude oil. It’s all about volume and quality grades. But once you add branding or convenience—like gasoline at a branded station—the decoy effect sneaks back in with loyalty programs and bundled services. Luna: So even commodities aren’t immune if you add enough layers of service around them. Lucas: Correct. The moment you differentiate, you can manipulate. The moment you commoditize, you compete on price. It’s a spectrum. Luna: This brings up a good point about trust. If customers figure out the trick, does the whole system collapse? Lucas: It can. If the decoy is too obviously inferior, people feel manipulated. The key is subtlety. The decoy must be a plausible option for someone. It just shouldn’t be the best option for anyone. Luna: So it has to be realistic, just not optimal. A straw man argument in pricing form. Lucas: Perfect analogy. It’s a straw man. It stands there, looking weak, so the other guy looks strong. But if the straw man is made of cardboard, everyone knows it’s fake. It needs to be sturdy enough to be believed. Luna: I’m going to start looking at my own purchases differently. Every time I see three sizes, I’ll wonder which one they want me to pick. Lucas: And you’ll probably end up buying the middle one anyway. Because once you see the game, you realize the middle is usually the safest bet. It’s not just marketing; it’s risk management for the consumer. Luna: Risk management disguised as a bargain. I love how cynical yet practical that is. Lucas: If you’ve found these conversations helpful for your own strategic decisions, consider supporting the show directly. Your contribution helps us keep this content independent and ad-free. You can support us at buy me a coffee dot com slash fexingo — that's F. E. X. I. N. G. O. Luna: Thanks for keeping the lights on. It allows us to dig deeper into these topics without corporate interference. Lucas: Back to the mechanics. Let’s talk about dynamic pricing algorithms. Do they use decoys, or do they just optimize for the single best price point? Luna: Most dynamic systems are too fast for complex psychological framing. They’re reacting to supply and demand in real-time, not designing long-term menu structures. Lucas: True. But static menus are where the decoy lives. Airlines used to use it heavily with fare classes. Now, with opaque booking engines, it’s harder to see. But the principle remains in hotel rooms and rental cars. Luna: So the decoy is a human-scale strategy, not a machine-scale one. It relies on our cognitive biases, which algorithms don’t trigger in the same way. Lucas: Exactly. Algorithms optimize for revenue per available seat. Humans optimize for feeling like they got a good deal. The decoy speaks to the human part of the brain. Luna: Which means as AI becomes more prevalent in purchasing assistants, will decoy pricing die out? Lucas: Possibly. If an AI agent compares unit prices automatically, the decoy collapses. The algorithm sees the truth: the medium is inefficient. But until then, we’re stuck with the psychological games. Luna: A future where shopping is purely logical sounds efficient, but maybe a little lonely. At least the decoy keeps us engaged, even if it’s manipulating us. Lucas: There’s a certain charm to the cat and mouse game. As long as businesses try to nudge us, we’ll try to outsmart them. It’s an endless cycle. Luna: Until the next episode, I’ll be watching those menu boards closely. Thanks for breaking this down. Lucas: Next time, we might look at how bundling interacts with decoys. Can you have both? Or do they cancel each other out? Stay tuned.