Latest / The Pricing Marketing Podcast with Fexingo: Price Anchoring, Bundling, and Conversion Pricing / The Decoy Effect In Real World Pricing Strategies
Transcript
- Lucas: Let's talk about the moment you walk into a coffee shop, or scroll through a software pricing page, and suddenly you realize you aren't just buying a product anymore—you're solving a math problem that someone else designed for you. Specifically, I want to drill into the decoy effect, which is one of the most under-discussed mechanics in modern marketing. Luna: Right, because it feels like free will until you look at the data and see exactly how the menu was laid out to push you toward the expensive item. Lucas: Exactly. The core mechanic here is asymmetric dominance. You have two main options: a cheap basic version and a premium expensive version. Then, you introduce a third option—the decoy—that is clearly inferior to the premium option in every measurable way, but priced close enough to make the premium look like an absolute steal. It’s not about making the decoy sell; it’s about making the premium option irresistible by comparison. Luna: It’s basically creating a straw man so the real target looks good by association. Have you seen this play out in subscription services recently? Lucas: I’ve seen it everywhere, but the classic textbook example that still holds up is the Economist magazine print subscription study from a few years back. They had three options: online only for fifty-nine dollars, print only for one hundred twenty-five dollars, and print and online for one hundred twenty-five dollars. The print-only option was the decoy because it cost the same as the bundle but gave you less. Luna: So nobody actually bought the print-only version. It was just there to make the bundle look like a no-brainer. Lucas: Precisely. When they ran that test, sixty-eight percent of people chose the bundle, compared to only thirty-two percent when they offered just the two original options. The decoy didn’t generate revenue; it generated certainty. It removed the anxiety of choosing the wrong path by making one path objectively superior in value density. Luna: That’s fascinating because it shifts the burden of proof from the customer to the pricing architect. The customer doesn't have to justify why they want the premium plan; the plan justifies itself against the decoy. Lucas: And that’s where it gets tricky for marketers today. If you get the decoy wrong, it doesn’t just fail to convert—it can actively confuse your audience or make your pricing structure look predatory. The key is that the decoy must be plausible. It has to feel like a real option, even if it’s terrible value. Luna: So if the decoy is too obviously bad, people just dismiss the whole menu as manipulative. It has to be within the realm of what someone might actually consider before they realize the trap. Lucas: Correct. Let’s look at a software as a service example that’s very relevant right now, around October twenty-sixth, two thousand twenty-six. Imagine a project management tool offering three tiers. Tier one is five dollars a month with basic features. Tier three is fifty dollars a month with everything included. Tier two is forty-five dollars a month with almost everything, minus one or two niche integrations. Luna: So Tier two is the decoy? It’s almost as expensive as the top tier but missing the good stuff? Lucas: Actually, in this specific setup, Tier two is often positioned to catch the mid-market users who are price-sensitive but need more than the basics. But let’s flip it. Let’s say Tier two is thirty-five dollars a month with the full feature set except for priority support. That makes Tier three, at forty-five dollars, look incredibly reasonable for just ten extra dollars of support. The decoy here is the thirty-five dollar option because it highlights the marginal cost of the upgrade. Luna: Wait, so the decoy isn’t always the worst option? Sometimes it’s the second-best option that makes the best option look cheap? Lucas: That’s a crucial distinction. There are two types of decoys. One is the dominated decoy, which is worse than the target on all attributes, like the Economist print-only option. The other is the attraction decoy, which is slightly worse than the target but better than the competitor on some dimensions. Both work, but the dominated decoy is cleaner psychologically because it eliminates trade-offs entirely. Luna: I guess the attraction decoy is riskier because it forces the customer to weigh pros and cons again, whereas the dominated decoy removes the weighing process altogether. Lucas: Spot on. Once you start weighing pros and cons, you open the door for doubt. Doubt kills conversion. The goal of the decoy effect is to simplify the decision matrix so that the target option becomes the default rational choice. It’s not manipulation in the malicious sense; it’s clarity engineered through comparison. Luna: But does this work for physical products too, or is it mostly digital and subscriptions? Lucas: It works beautifully in physical retail. Think about movie theater popcorn. Small is five dollars, medium is six dollars, large is seven dollars. The medium is the decoy. It costs almost as much as the large but gives you significantly less popcorn. Nobody buys the medium. They buy the large because the incremental cost per ounce drops dramatically. Luna: That’s such a simple example, yet it’s probably the most profitable part of their business model. The margin on the large bucket is massive because people think they’re getting a deal. Lucas: Exactly. And notice that the small bucket exists primarily to make the large bucket look affordable. Without the small option, the large might seem like a luxury splurge. With the small option, the large seems like a smart purchase. The small bucket is effectively a decoy for the large bucket, even though it’s a viable product for people who just want a snack. Luna: So the decoy role can shift depending on what the business wants to drive. If they want volume, maybe the small bucket is the anchor, and the medium is the decoy pushing you to the large. Lucas: Yes. And this brings us to a critical ethical question. When do these tactics cross the line from clever pricing design to predatory practice? I think the line is drawn at transparency. If the decoy hides hidden fees or changes terms unexpectedly, it’s predatory. But if the value difference is clear and visible, it’s just good economics. Luna: I agree. Consumers are smarter than we give them credit for. They know the movie theater markup is insane, but they also know they want the big bucket. As long as the quality matches the price, it’s a fair exchange. Lucas: That’s a good point. Trust is the currency here. If a company uses decoys to hide the true cost of something essential, like healthcare or insurance, that erodes trust quickly. But for discretionary spending—software, entertainment, consumer goods—it’s a standard part of the landscape. Luna: So how should a listener approach this if they’re building their own product? Should they automatically add a third tier? Lucas: Not automatically. Start with your two best options. Identify which one you want to promote as the target. Then, design a decoy that sits between them in price but falls short in value. Test it. Measure the shift in conversion rates. If the decoy doesn’t move the needle toward your target, it’s just cluttering your menu. Luna: It sounds like a lot of experimentation. Most people probably just pick three random prices without thinking about the relationships between them. Lucas: Most people do. They think in absolutes—what is this worth to me?—rather than relatively—how does this compare to the other options? Shifting that mindset is half the battle. Once you start seeing pricing as a system of comparisons rather than isolated numbers, everything changes. Luna: Do you see any industries that are overusing this? Where the decoy effect is becoming transparent and losing its power? Lucas: I think streaming services are starting to hit that ceiling. Everyone knows the ad-supported tier is the decoy meant to push you toward the ad-free premium. After a while, customers just call out the tactic and refuse to play along. They stick to the cheapest option regardless of the framing. Luna: That makes sense. When the game is obvious, the psychological pressure dissipates. It goes back to being a straightforward price comparison. Lucas: Right. So the novelty wears off. But for new entrants or companies launching new product lines, it’s still incredibly potent. The key is to keep the decoy subtle enough that it feels like a genuine option, not a trap. Luna: What about dynamic pricing? Does the decoy effect interact with algorithmic price changes? Lucas: That’s a complex intersection. Dynamic pricing usually adjusts based on demand or inventory, not necessarily on competitive positioning within your own menu. But you could imagine a scenario where a retailer introduces a temporary decoy price to steer traffic during a slow period. It’s possible, but rare. Luna: Probably too risky to mess with the algorithm if the goal is pure volume. Better to stick to static menu structures for the decoy effect. Lucas: Agreed. Stability builds trust. If the prices are moving constantly, the reference points blur, and the decoy loses its contrast. Luna: We should probably pause here for a quick note on how this show stays running. Lucas: Quick honest thing — a handful of listeners chip in monthly through buy me a coffee dot com slash fexingo, and that's literally what funds making this many of these. That's F. E. X. I. N. G. O. No ads, just us talking through the numbers. Luna: Yeah, it helps keep the research sharp so we can keep digging into these specific mechanisms instead of just reading headlines. Lucas: Back to the mechanics. Let’s talk about the downside risk. What happens if your target option fails to deliver? If the customer expects the premium experience because of the decoy framing, and the reality is mediocre, the backlash is severe. Luna: Because they paid more based on a constructed justification. The disappointment isn’t just about the product; it’s about feeling tricked by the pricing structure. Lucas: Exactly. The decoy effect amplifies expectations. If you raise expectations without raising quality, you’re setting yourself up for churn. The pricing strategy must match the product delivery. Luna: So it’s not just a marketing trick; it’s a commitment device. By using the decoy to drive sales to the premium tier, you’re promising a certain level of service. You have to back it up. Lucas: That’s the bottom line. Marketing creates the expectation, operations fulfill it. If those two don’t align, the decoy effect becomes a liability. It’s a powerful tool, but it demands high operational standards. Luna: Do you think smaller businesses can pull this off, or is it mostly for big tech and retail giants with dedicated pricing teams? Lucas: Smaller businesses can absolutely use it. In fact, it might be more effective for them because they have closer relationships with their customers. A local gym offering three membership tiers with a clear decoy is easier for a member to evaluate than a complex SaaS platform. Simplicity scales well. Luna: It’s interesting that simplicity is the goal here. You’re adding complexity to the menu to achieve simplicity in the decision-making process. Lucas: Paradoxical, but true. You’re doing the heavy lifting for the customer so they don’t have to think hard. That’s the ultimate value proposition of good pricing design. Luna: I wonder if we’ll see ai driven decoys in the future, where the menu changes dynamically for each user based on their browsing history. Lucas: That’s coming. Personalized pricing menus are already being tested in e-commerce. Imagine seeing a different set of three options than your neighbor, tailored to what you’re most likely to click. It raises serious privacy questions, but the conversion rates would be astronomical. Luna: A little scary, but probably inevitable. As long as the personalization feels helpful rather than manipulative, people will tolerate it. Lucas: We’ll see how that plays out. For now, the manual decoy effect remains a staple of smart business strategy. It’s about understanding human cognition and designing choices that guide people toward outcomes that benefit both the buyer and the seller. Luna: Guided choice. I like that. It’s not about forcing a decision, but illuminating the best path forward. Lucas: Exactly. And if you’re building a product, ask yourself: who is my decoy, and who is my target? Because if you don’t decide, your competitors will decide for you. Luna: Or worse, you’ll leave them to figure it out themselves, and they’ll choose the option you never intended. Lucas: Which is the most expensive mistake of all. Thanks for listening, Luna. Luna: Thanks, Lucas. See you next time.