Latest / The Pricing Marketing Podcast with Fexingo: Price Anchoring, Bundling, and Conversion Pricing / How Decoy Pricing Manipulates Your Budget
Transcript
- Lucas: Look at the spreadsheet for any major software subscription today, and you will almost always see three options. Basic, Pro, and Enterprise. But here is the thing: the middle one, the Pro plan, is rarely there to sell Pro plans. It is there to make the top plan look irresistible. Luna: Right, it is the classic decoy. If you remove that middle tier, people hesitate between the cheap and the expensive. But with it, the expensive looks like the smart move. Lucas: Exactly. And this is what we call the Goldilocks Effect, or asymmetric dominance. The middle option is designed to be slightly worse than the top option, just enough so that when you compare them side-by-side, the top option dominates every metric. Price is higher, but features are vastly better. So you pick the top one because it feels like a win. Luna: But doesn't that feel manipulative? Like, aren't you just tricking people into spending more? Lucas: It feels manipulative if you view it as a trap. But from a business perspective, it is about clarity. Humans are terrible at evaluating value in a vacuum. We need comparison. The decoy provides the context that allows the customer to realize they actually want the premium features. It reveals their own preference. Luna: So it is less about tricking them and more about helping them decide faster? Lucas: Precisely. Decision fatigue is real. When you have two options, you have to weigh pros and cons for each. When you have three, where one is clearly inferior to another, your brain shortcuts the analysis. You just pick the winner. It saves cognitive load. Luna: I remember reading about a streaming service that did this. They added a mid-tier ad-supported plan that was priced awkwardly close to the no-ads tier. Lucas: Yes, and that is a perfect example. The mid-tier had ads, but not quite as many intrusive ones as the cheapest tier. It made the premium no-ads tier look like a steal. Even though most people prefer the cheapest price, the presence of that middle option shifted the median purchase up by nearly fifteen percent. Luna: Fifteen percent is huge for their bottom line. Did they lose customers on the low end? Lucas: Not really. The low-end tier still captured the price-sensitive segment. But the key insight is that the middle tier didn't cannibalize the premium. It elevated it. It acted as an anchor. Without it, the premium looked expensive. With it, the premium looked reasonable. Luna: So the anchor isn't the lowest price anymore. It is the middle price. Lucas: Correct. In traditional anchoring, you show a high price first to make the current price seem low. Here, you create a structure where the middle price makes the high price seem justified. It is a relative value play, not an absolute one. Luna: This reminds me of the candy store tactic. Where they put the small bag next to the medium, making the medium look like a deal compared to the small. Lucas: Same principle. Small bag for five dollars, medium for seven. Five dollars sounds cheap. Seven sounds expensive. But when you see them together, seven dollars for twice the candy is a no-brainer. The small bag exists only to make the medium look good. Luna: It is fascinating how much our perception of value is driven by context rather than intrinsic worth. Lucas: It is also why companies hate having only two options. Two options force a binary choice: yes or no. Three options force a comparative choice: which one is best? And comparative choices almost always favor the higher-value item. Luna: Do you think this works for physical products too, or is it mostly digital subscriptions? Lucas: It works anywhere there is a menu. Look at fast food. Small fries, large fries. Medium fries don't exist. Why? Because large fries make small fries look cheap. But if you add a medium, suddenly large fries look overpriced. Wait, that is the reverse. Let me rephrase. If you have small and large, large is the anchor for value. If you add medium, large might look too big. Luna: Wait, I thought you said three options push people up. Does adding a medium pull them down? Lucas: It depends on the price gap. If the medium is very close to the large, it pulls demand down. If the medium is significantly cheaper than the large but offers enough value, it anchors the large as the premium choice. The geometry of the prices matters more than the number of options. Luna: So it is not just about having three tiers. It is about how you space them. Lucas: Spot on. The spacing creates the asymmetry. The middle option must be dominated by the top option. If the middle option is dominated by the bottom option, you get the opposite effect. You push people to the cheapest tier. Luna: Which would be a disaster for margins. Most businesses rely on the higher tiers for profit. Lucas: Absolutely. Margins are usually thin on the basic tier. It is the premium tier that funds development. So the entire pricing architecture is engineered to steer traffic upward without feeling salesy. Luna: It is clever. But does it ever backfire? Can people see through it? Lucas: If it is done poorly, yes. If the middle option is obviously worse, people might feel manipulated. The decoy has to be plausible. It has to offer some real value, just not enough to justify its price against the top tier. Luna: So it cannot be a junk option. It has to be a decent option that just isn't the best deal. Lucas: Exactly. It needs to be a product someone might actually buy if the top tier wasn't available. But since the top tier is available, it becomes the obvious choice. It is a subtle nudge, not a shove. Luna: I wonder how many A-B tests these companies run on their pricing pages. They probably tweak those numbers constantly. Lucas: They do. Constantly. They test price points, feature bundles, and visual layouts. They are looking for that sweet spot where the conversion rate to the premium tier maximizes total revenue. Luna: It is basically behavioral economics applied to a webpage. Lucas: Precisely. It is science disguised as simplicity. You click a button, and you think you made a free choice. But the path was laid out for you long before you arrived. Luna: That is both impressive and slightly unsettling. Lucas: Both. But as consumers, understanding it helps. You can recognize the decoy. And once you see it, you can ask yourself: do I actually need the premium features, or am I just reacting to the comparison? Luna: A good question to ask before hitting checkout. Lucas: Always. Value is subjective. But the price structure is objective. Knowing the difference gives you power. Luna: Before we dive deeper into the math behind this, I want to mention something important. A handful of listeners chip in monthly through buy me a coffee dot com slash fexingo, and that is literally what funds making this many of these. Lucas: Yeah, it keeps us independent. No ads, no corporate sponsors dictating the topics. Just us and the listeners who value this kind of deep dive. Luna: If you find these conversations useful, consider joining that group. It helps keep the lights on. Lucas: Thanks for the support. Now, let's look at the actual numbers. How do you calculate the optimal price gap between the decoy and the premium? Luna: There is no single formula, but the rule of thumb is that the premium should feel like a twenty to thirty percent upgrade in value for a ten to fifteen percent increase in price. Lucas: That ratio is key. If the price jump is too big, the decoy fails. If it is too small, the premium doesn't stand out. It is a delicate balance. Luna: And you have to test it. What works for software might not work for consulting services. Lucas: True. Service businesses often use bundling instead of tiers. But the underlying psychology is the same. You want to create a dominant choice. Luna: So whether it is tiers or bundles, the goal is to guide the customer to the right answer. Lucas: The right answer for the business, sure. But hopefully, the right answer for the customer too. That is the ethical line. If the premium product actually solves their problem better, then guiding them there is good service. Luna: As long as it is honest. You don't want to upsell features they don't need. Lucas: Exactly. The decoy should highlight genuine differences in utility. Not just arbitrary perks. It should reflect real usage patterns. Luna: So the best pricing strategies align with how people actually use the product. Lucas: They do. The smartest companies listen to their users. They build tiers based on pain points, not just feature lists. Luna: It seems like a lot of work for a pricing page. Lucas: It is. But the ROI is massive. A well-designed pricing table can increase lifetime value by double digits. It is one of the highest leverage changes you can make. Luna: High leverage, low effort. Once it is built, it runs itself. Lucas: Exactly. It is a set-and-forget system, provided you monitor the data. Markets change. Consumer expectations shift. You have to keep adjusting the decoy. Luna: So it is never truly finished. It is an ongoing experiment. Lucas: Always. The moment you stop testing, you start losing ground. Competitors are always trying to optimize their own funnels. Luna: A constant arms race of psychology. Lucas: You could say that. But it is a game where everyone wins if the value proposition is clear. The customer gets the right tool. The business gets sustainable growth. Luna: And we get a great story to tell about it. Lucas: Indeed. Next time you sign up for a service, look at the tiers. See if you can spot the decoy. It might change how you shop.