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The Decoy Effect: Choice Architecture in Product Pricing

Starbucks' Tall-Grande-Venti system isn't a coincidence. Drawing from Dan Ariely's research, we show how the decoy effect can be applied to e-commerce pricing and offer structures.

May 5, 20257 min read·Fırat Şenol

You need to choose a magazine subscription:

  • A: Digital only — $59
  • B: Print only — $125
  • C: Digital + Print — $125

Which do you pick? Most people choose C. "I get both for the same price" logic kicks in. But here's the real question: why does option B exist?

The answer: B is a decoy. It's there so that nobody picks it — its only purpose is to make C look like a better deal. This mechanism is called the decoy effect.

What Is the Decoy Effect?

The decoy effect is a cognitive bias popularised by behavioural economist Dan Ariely. Ariely tested the magazine example above with MIT students:

  • Without option B: 68% chose digital (A), 32% chose digital+print (C)
  • After adding option B: 16% chose digital (A), 84% chose digital+print (C)
84%Chose the expensive bundle after the decoy was added

Nobody picked B — but B's mere presence dramatically increased C's perceived value. This is also known as the asymmetric dominance effect.

Asymmetric Dominance: Why "Bad" Options Increase Purchases

The brain evaluates options not by absolute value but relative to each other. When one option is worse than another in every dimension, the "better" option becomes more attractive.

Two cognitive processes drive this:

  1. Comparison ease: The human brain struggles with absolute evaluation but excels at comparison. The decoy makes comparison effortless.
  2. Justification need: Customers want to rationalise their purchase decisions. "I'm getting both for the same price" is a powerful justification.

5 Decoy Effect Applications in E-Commerce

1. Bundle Pricing

Place a bundle next to a single product at nearly the same price.

Example — Skincare brand:

  • Moisturiser: $29
  • Serum: $35 ← decoy
  • Moisturiser + Serum set: $39

Customers choose the set because the serum alone costs $35, while the set adds only $4 more for two products.

2. Subscription Tier Structure (SaaS / Digital Products)

In three-tier pricing, use the middle tier as the decoy.

Example:

  • Starter: $9/month (5 users, basic features)
  • Professional: $24/month (10 users, advanced features) ← decoy
  • Business: $27/month (unlimited users, all features)

The small price gap between Professional and Business makes the Business plan the "obvious choice."

3. Product Comparison Tables

Use comparison tables on product pages to visually emphasise the decoy. More check marks in the target product's column steer the decision.

Place the target product in the centre of comparison tables. People tend to prefer the middle option — this is called the "centre-stage effect."

4. Upsell Strategy

Use the decoy effect at checkout: offer a larger bundle at nearly the same price as the item in the cart.

Example:

  • In cart: 200 ml perfume — $45
  • Suggested: 200 ml perfume + travel size — $49

Spending $4 more for an extra product seems "logical."

5. Service Proposal Decoys

The same principle works in service proposals. When presenting two packages, add a third "in-between" option:

  • Basic Package: $1,500/month
  • Mid Package: $2,800/month ← decoy
  • Full Package: $3,000/month

For a $200 difference, the client gets the "full" service and easily rationalises the decision.

A/B Test Results: Measurable Impact

Real-world performance of the decoy effect:

  • National Geographic research: Adding a decoy increased target product selection by 30–40%
  • E-commerce case studies: Three-tier pricing increases average order value (AOV) by 15–25% compared to two-tier pricing
  • SaaS industry: Premium tier selection increased by an average of 20% after adding a decoy tier
15–25%Average order value increase with decoy pricing

When It Doesn't Work

The decoy effect isn't universal:

  1. Too many options: More than 5 choices increases cognitive load and creates decision paralysis
  2. Price gap too large: If the gap between decoy and target is too wide, the comparison effect fades
  3. Informed buyers: Price-comparison-savvy customers (especially B2B) may spot the decoy
  4. Low-trust environment: When brand trust is low, the choice structure can feel manipulative

The decoy option should never be completely worthless. It must be a legitimate offer — just less attractive relative to the target option.

Conclusion: Choice Architecture Is Ethical Design

The decoy effect, used to make the right choice easier rather than to force a "wrong" one, is both powerful and ethical.

As Richard Thaler's nudge concept suggests: you can guide people toward better decisions by designing the choice environment, without coercing anyone. Your pricing strategy is choice architecture — and every architecture should be designed with intention.

Review your product pricing structure. Brands that apply the decoy effect correctly achieve 15–25% higher average order values with the same product portfolio.


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