Choice Psychology

Published by Digital Shubh on

Choice Psychology

In this guide, you’ll learn how to influence people to choose a specific option.

Table of Contents

1) Recognize a Want or Need

2) Form the Consideration Set

3) Evaluate the Options

4) Choose an Option

5) Evaluate the Chosen Option

1) Recognize a Want or Need

The first stage is problem recognition.

In technical terms, people discover that their actual state is worse than their ideal state (Bruner & Pomazal, 1988).

Consumer Behavior - Problem Recognition - Actual State vs Ideal State

Need help with wording and framing? Refer to my copywriting article. This section will focus on choice-related aspects of problem recognition.

Needs can fall into two categories:

Consumer Behavior - Utilitarian vs Hedonic Needs

All else equal, we gravitate toward utilitarian options. Why? We feel guilty when we consume hedonic products (Okada, 2005).

If you want people to choose a hedonic option, you need to prevent or reduce that guilt. And here’s how…

Tactic: Separate Hedonic Options from Utilitarian Options

Is your option hedonic? Then remove all nearby utilitarian options.

When people are choosing an option, they compare it to other options within a choice set. If they compare a hedonic option to a utilitarian option, they’ll feel guilty choosing the hedonic option (Okada, 2005).

Choice Tactic - Separate Hedonic Options from Utilitarian Options

How can you separate them? For one, you could present items sequentially (i.e., show one item at a time):

Simultaneous vs Sequential Choice Presentations

Sequential presentations reduce intergroup comparisons:

“…the absence of an explicit comparison in [a sequential presentation] makes it easier to create justifications for the hedonic alternative. In contrast, when multiple alternatives are presented together, each one is evaluated in comparison with the others…” (Okada, 2005, pp. 45)

For example, car dealerships could place sporty convertibles in the showroom (rather than practical sedans).

Tactic: Extract an Effortful Action Before Hedonic Choices

People want to indulge…but they need justification.

That’s why people are more willing to work for hedonic options. When people do work — even if it’s unrelated — they feel less guilt:

“…higher required effort shifts consumer preference from necessity to luxury rewards, because higher efforts reduce the guilt that is often associated with choosing luxuries over necessities.” (Kivetz & Simonson, 2002, pp. 155)

To spark hedonic choices, extract any effortful action before the choice.

Choice Tactic - Extract an Effortful Action Before Hedonic Choices

Retail. Try stocking hedonic options toward the back of the store — so that people need to walk a longer distance.


Tactic: Use Hedonic Rewards to Incentive Behavior

Want customers to take a survey? A hedonic incentive will be more enticing than a utilitarian incentive (Kivetz & Simonson, 2002).

Since work is required, people feel justified in indulging. Many will view it as an opportunity, rather than work.

Choice Tactic - Use Hedonic Rewards to Incentive Behavior

You could also incorporate hedonic rewards into loyalty programs, where consumers “work” to achieve rewards. Kivetz and Simonson (2002) found that consumers are more likely to join a loyalty program if the rewards are hedonic.

Specifically, the researchers recommended positioning utilitarian rewards in bottom tiers (and hedonic rewards in upper tiers):

“…a supermarket [loyalty program] might offer $50 in supermarket vouchers for consumers who spend a total of $2,000, whereas consumers who spend $20,000 would be given the option of earning a three-day trip to Las Vegas.” (Kivetz & Simonson, 2002, pp. 169)

Tactic: Use Virtuous Incentives for Hedonic Options

Suppose that you donate a portion of profits to charity.

First, that’s awesome. Good for you.

Second, that initiative will be more effective for hedonic options. Your donations will reduce the guilt of hedonic consumption.

In one study, students were more likely to redeem a coupon — which contained a charity incentive — if the store was hedonic in nature (Strahilevitz & Myers, 1998).

If you’re planning a CSR initiative, consider using it for a hedonic option.

Choice Tactic - Use Virtuous Incentives for Hedonic Options

Tactic: Offer Large Choice Sets for Promotion Needs

People buy products to promote or prevent something. Consider toothpaste:

  • PROMOTION: Teeth Whitening
  • PREVENTION: Cavity Protection

Depending on that motivation, consumers process information differently (Pham & Chang, 2010).

  • Promotion Needs. Concerned with opportunities. You process information from HIGH-LEVEL perspective so that you don’t miss options.
  • Prevention Needs. Concerned with making errors. You process information from a DETAILED perspective so that you consider the “fine print.”

Those two perspectives influence your perception of options:

Consumer Behavior - Promotion vs. Prevention Needs

Your sales copy should match this motivational state because this “regulatory fit” will cause the decision to feel right (Pham & Chang, 2010).

For example, consumers prefer large assortments with promotion needs:

“…given that promotion-focused consumers are expected to consider more options in general, a larger option set should elicit a greater regulatory fit compared to a smaller option set” (Pham & Chang, 2010, pg. 4)

Choice Tactic - Offer Large Choice Sets for Promotion Needs

How can you identify someone’s motivational state? Oftentimes, you can tell by the product:

“Some products, such as individual stocks and trading accounts, seem to be identified with promotion and the achievement of gains. Other products, such as mutual funds and retirement accounts, seem to be identified with prevention and the avoidance of losses.” (Zhou & Pham, 2004, pp. 133)

A large assortment would be better for individual stocks, yet a small assortment would be better for mutual funds.

Tactic: Use Unstructured Lists for Prevention Needs

Customers evaluate options differently depending on their regulatory mindset:

  • Promotion Needs: Customers evaluate categorical options more easily because they’re focused on the big picture.
  • Prevention Needs: Customers evaluate single-level formats more easily because they’re focused on specific details.

In one study, Pham and Chang (2010) presented one of two restaurant menus: a hierarchical menu or a single-level menu. In each case, participants evaluated their food more favorably when the menu “fit” their motivational state.

Choice Tactic - Use Unstructured Lists for Prevention Needs

2) Form the Consideration Set

Once people recognize a problem, they identify solutions in two ways: internal searches and external searches (see Solomon, 2014)

Consumer Behavior - Internal Search vs External Search

Here are some strategies to help you during this stage

Tactic: Present All Options Together

Sequential presentations are useful for hedonic options because people can’t compare them with rational options.

However, only use that tactic if your target option triggers guilt. Generally, simultaneous presentations will be more effective.

Sequential presentations can backfire because people “hope” for a better option:

“…choosers presented with their options simultaneously tend to remain focused on the current set of options, comparing them among each other; whereas choosers presented with their options sequentially tend to imagine a better option, hoping it will become available.” (Mogilner, Shiv, & Iyengar, 2013, pp. 1300)

Choice Tactic - Present All Options Together

Suppose that you sell jewelry. Once you learn the customer’s preferences, don’t bring out a single option. Bring out multiple options. And position those options as the “best” options. Crush any hope for a better option.

You can always bring out more options, but you need to prevent the “hope” for a superior alternative. Otherwise customers will evaluate these options less favorably.

Tactic: Place Target Options First or Last in a Sequence

If you need to use a sequential presentation, position your target option first or last.

Thanks to primacy and recency effects, we develop a stronger memory — and thus preference — for the first and last positions (Murdock, 1962).

Choice Tactic - Place Target Options First or Last in Sequential Presentations

You should also consider the impact on memory (see Miller & Campbell, 1959).


That finding plays a role in choice distance:


Interview coming up? Schedule your interview in accordance with the hiring timeline:

  • General Hiring → Early Mornings
  • Immediate Hiring → Late Afternoons

This tactic works for sequential presentations. For simultaneous presentations…

Tactic: Place Target Options in the Center of a Display

With simultaneous presentations, position your target option in the center. With a line of items, we subconsciously gravitate toward central options.

That tendency influences our behavior everyday:

“Whether people were choosing a product from a grocery shelf, deciding which bathroom stall to use, or marking a box on a questionnaire, they avoided the ends and tended to make their selection from the middle.” (Christenfeld, 1995, pp. 50)

Choice Tactic - Place Target Options in the Center of Simultaneous Presentations

But why are we more likely to choose from the center?

With simultaneous presentations, your eyes are naturally drawn toward the center — because of the central fixation bias (Tatler, 2007). And that triggers a feedback loop known as the central gaze cascade effect (Atalay, Bodur, & Rasolofoarison, 2012).

After viewing the central options, you still need to view the peripheral options. So you move your eyes toward the left. Then you move your eyes toward the right — while crossing over the central options again. Afterward, you move your eyes back to the center for balance.

Central Gaze Cascade Effect in Choice Sets

Now, let’s tally up the eye fixations:

  • Left-Most Options: 1
  • Central Options: 3
  • Right-Most Options: 1

Due to those fixations, central options capture a larger percentage of our focus. And that triggers the feedback loop:

  • The more you look at an option, the more you like it.
  • The more you like an option, the more you look at it.

Because we devote more attention to the central options, we become more likely to choose them.

  • Position high ROI pricing plans in the middle (with a contrasting color to capture more attention)
  • Stock high ROI products on middle shelves. Christenfeld (1995) analyzed supermarket data with four rows of products. He found that 71% of people chose products from the middle two rows.

Tactic: Use Memory-Based Choices for Hedonic Targets

It’s effortful to choose from memory. You need to find the best option while maintaining the consideration set in memory. It’s much easier to choose from a visual set:

“…under a stimulus-based procedure, there is no need to recall the relevant options and no need to maintain them in working memory; thus, the task of identifying a favorite occurs in a context of relatively plentiful mental resources.” (Rottenstreich, Sood, & Brenner, 2007, pp. 462)

Under cognitive load, you place greater weight on emotional and sensory-rich information. That’s why hedonic options are better for memory-based choices.

In one study, people were more likely to choose chocolate cake when they chose from memorized set of options (Rottenstreich, Sood, & Brenner, 2007).

If your target option is hedonic, remove the competing options from view before requesting the final choice.

Choice Tactic - Use Memory-Based Choices for Hedonic Targets

Tactic: Create Subcategorical Labels for Product Features

When people eat food, they become full (i.e., “satiated”). Likewise, people satiate on experiences. And that’s bad. You need to reduce satiation.

So…why do people become satiated?

Inman (2001) found that people satiate on sensory features (e.g., taste), rather than non-sensory features (e.g., brand). If consumers encounter the same sensory experience, they’ll get “full.”

They’ll either:

  • Switch to a competitor
  • Stop purchasing altogether

Both are discouraging.

To prevent satiation, emphasize the variety within your set. In one study, people ate more candy when it was sorted by color (Kahn & Wansink, 2004). That assortment increased perceived variety — which enticed people to take more.

Impact of Choice Assortment on Perceived Variety

Redden (2008) found another way to increase perceived variety: subcategorization.

“…people satiate less if they categorize the consumption episodes at lower levels. For instance, as people ate more jelly beans, their enjoyment declined less quickly when the candy was categorized specifically (e.g., cherry, orange) rather than generally (e.g., jelly bean).” (pp. 624)

By subcategorizing an activity, you highlight the differences within that activity. In turn, people feel less satiated because it seems less repetitive.

In a follow up study, people were more likely to keep studying if they focused on a subcategorical label:

Subcategorical Labels and Satiation

Suppose that you have a SaaS business. Let’s call it “Acme.”

You could label your primary features with your company name:

  • Automation → Acme Automation
  • CRM → Acme CRM
  • Analytics → Acme Analytics

Whenever you reference those features, you could use those labels:

  • No Label: “With Acme, you can automate XYZ”
  • Label: “With Acme Automation, you can automate XYZ.”

With those labels, you subcategorize your offering. Suddenly your features become separate entities.

In turn, those labels subconsciously increase the perceived variety of your offering. And that gives you two benefits:

  • Your offering becomes more enticing for prospective customers
  • You reduce satiation (and thus churn) for current customers
Choice Tactic - Create subcategorical Labels for Product Features

Plus, customers will reference your features using those subcategories (e.g., “Acme Automation”). And that’s great for SEO. You’ll increase keyword co-occurrence. Search engines will associate those keywords with your company.

This tactic might be clunky from a branding perspective. So it’s just an idea. But the main takeaway is that subcategorical framing will reduce satiation.

Tactic: Add Visuals in Early Stages of Choice

Townsend and Kahn (2014) found support for the visual preference heuristic. Consumers prefer visual choice sets because the imagery increases perceived variety.

Why does that happen?

We process images in a gestalt manner. We look at the whole. And that’s faster (and less deliberate) than text-based processing.

Choice Tactic - Add Visuals in Beginning Choice Stages

Be careful, though. Visuals work best in early choice stages:

“…it would be beneficial to have the upfront information about the store and its products presented in a visual manner [on the homepage], emphasizing the ease of the decision process and amount of variety. Then, at the point of actual consideration for purchase, on the product offerings pages a more text-based interface should cause consumers to slow down, review each option more carefully, and be less likely to opt out of choice.” (Townsend & Kahn, 2014 pg. 19)

Tactic: Present Small Choice Sets in a Disorganized Assortment

Have a small choice set? Then you need some extra oomph to maximize variety.

In that case, adjust the organization of your set.

In one study, children took more jelly beans from a small set when the assortment was unstructured (Kahn & Wansink, 2004). The disorganization increased perceived variety:

“…[in large sets] a disorganized assortment can make it more difficult for consumers to recognize and appreciate the full extent of the variety. By contrast, for small sets, the organization of the assortment may make it relatively obvious that there are not many alternatives available, whereas disorganization can obscure this fact and increase perception of variety.” (Kahn & Wansink, 2004, pp. 520)

Choice Tactic - Present Small Choice Sets in a Disorganized Assortment

Tactic: Add More Categories in Large Choice Sets

Most of you are probably familiar with the paradox of choice. If so, you’re probably tired of hearing about the jam study.

The Takeaway: More options can lead to choice overload. People feel overwhelmed, and they become less likely to choose.

But that finding is somewhat controversial. Recently, a meta-analysis revealed that this effect might be weaker (Scheibehenne, Greifeneder, & Todd, 2010). Across all studies, the mean effect size was zero.

However, Chernev, Bockenholt, and Goodman (2015) clarified things. They identified four factors when choice overload occurs:

  1. Complex choices
  2. Difficult choices
  3. Uncertain preferences
  4. High effort choices

Basically, all scenarios where our ability to choose is weaker. In those situations, large assortments are harmful. You need to reduce their negative effects.

How? Categorize the assortment. Categories can simplify the evaluation process:

“…because categories allow choosers to perceive the variety available in extensive choice sets, an increased number of categories may be able to alleviate the detrimental effects of choice overload.” (Mogilner, Rudnick, & Iyengar, 2008, pp. 211)

Even categories that are absurd or meaningless (e.g., “Category A”, “Category B”) will still work.

Choice Tactic - Add More Categories in Large Choice Sets

Tactic: Categorize Large Choice Sets by High-Level Benefits

Be careful if your options are very different. Too much variety can backfire in large choice sets.

In large sets, you should usually increase the perceived similarity of options. That way, you reduce information overload.

How can you increase the similarity? Xu, Jiang, and Dhar (2013) triggered an abstract mindset:

“…consumers with an abstract representation perceive the options in the assortment as being more similar and accordingly experience less choice difficulty…” (pp. 548)

But how do you trigger an abstract mindset?

For one, you could emphasize the high-level benefits of your options (Xu, Jiang, & Dhar, 2013). Consumers will start evaluating your options from a broader standpoint.

And you could do the opposite with smaller choice sets. Emphasize concrete features so that you trigger a detail-oriented mindset. Those details will accentuate differences between options — thus increasing the perceived variety of your set.

Second, you could also adjust the categorization of your options:

“…grouping various products in the oral care aisle by subcategories (e.g., toothpaste, mouthwash, floss in distinct shelves) rather than by brands (e.g.. Crest, Colgate) would likely result in a more abstract representation and consequently less choice difficulty and greater satisfaction.” (Xu, Jiang, & Dhar, 2013, pp. 558)

Choice Tactic - Categorize Large Choice Sets by High-Level Benefits

Tactic: Place Utilitarian Targets in Large Choice Sets

Consumers are more likely to choose utilitarian and virtuous options in large choice sets (Sela, Berger, & Liu, 2009).

  • Eating at a restaurant? With small menus, you’re more likely to choose the pizza. With large menus, you’re more likely to choose the Caesar salad.
  • Watching a movie? With small choice sets, you’re more likely to choose an inappropriate comedy. With large choice sets, you’re more likely to choose an award-winning drama.

Sela, Berger, and Liu (2009) ran multiple studies, and they attributed that phenomenon to the guilty nature of hedonic options.

With large choice sets, people have trouble deciding. So they tend to choose options that are more justifiable (i.e., utilitarian and virtuous options).

Choice Tactic - Place Utilitarian Targets in Large Choice Sets

If you’re selling a utilitarian or virtuous product, focus on venues and retailers with large selections:

“…manufacturers of healthy snacks would be better off pursuing venues with larger selections. Similarly, an award-winning (but nonentertaining) movie might be better off shown in a 21-screen multiplex theater rather than a small two-screen theater when rivaling shoot-’em-up action flicks.” (Sela, Berger, & Liu, 2009, pp. 950)

3) Evaluate the Options

Next, people evaluate the options. This step might seem straightforward — but it’s the most complex part of the choice process.

I’ve excluded parts of the cognitive process for brevity. But I’ll eventually update this article with a video explaining those steps. You can  to stay updated on it.

Tactic: Partition Favorable Products and Attributes

When you present people with multiple options, they tend to distribute resources equally across those options:

“…[for] decision tasks in which people are called on to allocate a scarce resource (e.g., money, choices, belief) over a fixed set of possibilities (e.g., investment opportunities, consumption options, events)…they are biased toward even allocation.” (Fox, Bardolet, & Lieb, 2005, pp. 338)

How can you apply that finding?

You should separate favorable products and attributes into multiple categories. That way, favorable options receive more allocated resources.

For example, you could separate a healthy food category into multiple categories:

Choice Tactic - Partition Favorable Products and Attributes - Example 1

…or you could partition safer investment funds:

Choice Tactic - Partition Favorable Products and Attributes - Example 2

The same applies to product attributes:

“…attributes that are displayed as separate categories tend to receive greater decision weight than attributes grouped under umbrella categories.” (Martin & Norton, 2009, pp. 908)

Consider car attributes. Those attributes can be…

  • PRACTICAL (e.g., safety, mileage, warranty)
  • STYLISH (e.g., design, stereo, horsepower)

However, the practical attributes play a larger role in the decision. So you want to maximize their perceived importance.

Martin and Norton (2009) accomplished that goal by separating practical attributes into additional categories. Those separate categories helped funnel more attention to the important attributes. With more attention on important attributes, people were more likely to choose a car.

Tactic: Emphasize Noncomplementary Features Within a Brand

You’re buying toothpaste. And you’re choosing between two brands:

  • BRAND A differentiates by FUNCTION (e.g., whitening, cavity, breath)
  • BRAND B differentiates by FLAVOR (e.g., mint, lemon, cinnamon)

All else equal, you’re more likely to buy BRAND B because of noncomplementary features (Chernev, 2005).

  • Complementary Features are additive. If you blend teeth whitening with cavity protection, you create a superior offering.
  • Noncomplementary Features are NOT additive. Blending mint with lemon doesn’t change the value.

Turns out, people are less likely to choose from complementary choice sets (Chernev, 2005). Why? Because complementary features emphasize an inferiority:

“[consider] a single attribute (e.g., cavity prevention toothpaste). Adding an option differentiated by a complementary feature (e.g., tartar control) highlights an attribute dimension on which the original product is inferior, thus decreasing its overall attractiveness.” (Chernev, 2005, pp. 749)

Choice Tactic - Emphasize Noncomplementary Features Within a Brand

The takeaway? Within a single brand, differentiate options by noncomplementary features. If you want to target people interested in other complementary features, add a separate brand to your product line.

Tactic: Emphasize Feature-Level Attributes for Comparable Options

Earlier, I described abstract mindsets.

With large choice sets, you should emphasize high-level benefits so that consumers evaluate options from a broad standpoint. That way, you increase the perceived similarity among options (thus reducing choice overload).

A similar concept occurs with option comparability. For example:

  • COMPARABLE: Netflix vs. Hulu
  • NON-COMPARABLE: Netflix vs. Spotify Premium

With abstract mindsets, comparable options seem too similar. Consumers need to switch from an abstract mindset to a feature-level mindset. And that depletes mental resources — lowering choice likelihood (Cho, Khan, & Dhar, 2013).

But here’s how to resolve that issue:

  • With COMPARABLE OPTIONS, emphasize FEATURES. If a consumer is choosing between Netflix and Hulu, they’ll focus on price, number of screens/devices, HD availability, etc.
  • With NON-COMPARABLE OPTIONS, emphasize BENEFITS. If a consumer is choosing between Netflix and Spotify, they’ll focus on overall enjoyment between TV/movies and music.

Always consider the competing options in the choice environment. Then adjust your copy and framing accordingly.

Choice Tactic - Emphasize Feature-Level Attributes for Comparable Options

Tactic: Emphasize High-Level Benefits for Distant Choice Tasks

A similar process occurs with choice distance.

When people are planning a future event, they develop an abstract mindset (Cho, Khan, & Dhar, 2013). So high-level benefits are more effective (and vice versa for immediate choices).


Suppose that someone is planning a vacation:

“Depending on whether the client plans to travel in the distant or near future, a travel agent could highlight either the differences in overall “hedonic value” (e.g. rating out of 100) or the unique feature-level attributes of each destination (e.g., nightlife in Jamaica; scuba-diving in Aruba) in order to encourage choice…” (Cho, Khan, & Dhar, 2013, pg. 32)

Choice Tactic - Emphasize High-Level Benefits for Distant Choice Tasks

Tactic: Emphasize High Performance on a Subset of Attributes

Consider three brands of toothpaste. Each brand has a different positioning:

  • BRAND A: Emphasizes teeth whitening
  • BRAND B: Emphasizes cavity protection
  • BRAND C: Emphasizes both teeth whitening and cavity protection

Thanks to the zero-sum heuristic, consumers will perceive BRAND C to be the least effective on those two attributes (Chernev, 2007).

Why? Chernev (2007) found that consumers evaluate attributes in a compensatory fashion. Brands can’t be strong across all attributes:

“…a product specializing on a single attribute is perceived to be superior on that attribute relative to an all-in-one option, even when this attribute is exactly the same for both options.” (Chernev, 2007, pp. 430)

When positioning your product, avoid an all-in-one strategy. Instead, determine the benefits that are most important to your target market. Then emphasize your performance on those benefits.

Still want more market share? Just pinpoint another segment of people who value other criteria. Then create a separate brand emphasizing those attributes.

Choice Tactic - Emphasize High Performance on a Subset of Attributes

Tactic: Raise Undesirable Attributes Above Zero

Some attributes can be undesirable (e.g., calories in food). If your option successfully removes that attribute, you might feel inclined to promote it (e.g., “0 calories”).

But that’s sometimes the wrong approach. And here’s why…

Consumers evaluate options using relative comparisons. They compare options to each other. Consider two brands of yogurt:

  • BRAND A: 5 grams of fat
  • BRAND B: 1 gram of fat

In that example, consumers know that BRAND A has 5x more fat than BRAND B. The comparison is meaningful.

Now, let’s replace BRAND B with BRAND C:

  • BRAND A: 5 grams of fat
  • BRAND C: 0 gram of fat

In that example, consumers can’t use a relative comparison. The difference is infinite. Consumers need to evaluate 5 grams of fat in absolute terms — which is less meaningful:

“…compared to zero, any number is infinitely larger, so this type of comparison becomes meaningless. In this case, consumers lose the reference point that allows them to use relative comparisons…” (Palmeira, 2011, pp. 16)

Albeit counterintuitive, you can increase the perceived value of an option by raising undesirable attributes above zero.

Palmeira (2011) conducted multiple studies and found support for that zero-comparison effect. People were more likely to choose a hi-fi system with a small audio distortion (compared to a system with no distortion).

Choice Tactic - Raise Undesirable Attributes Above Zero

The application works both ways:

  • With UNDESIRABLE ATTRIBUTES, be careful with zero magnitudes. One gram of fat is often better than zero grams of fat.
  • With DESIRABLE ATTRIBUTES, avoid very small magnitudes. Even if your option has a slightly higher magnitude than zero, you might want to round down to zero so that you prevent relative comparisons.

Tactic: Add More Attributes to Hedonic Options

When describing your options, consider the sheer number of attributes:

“…some rental car websites (e.g., highlight only a few key features of each vehicle (e.g., category, passenger capacity), whereas others (e.g., list dozens of attributes under each option (e.g., cargo room, gas mileage, safety and entertainment features).” (Sela & Berger, 2012, pp. 942)

So which route is best? You should add more attributes when your option is hedonic. It’s due to the guilty nature of hedonic consumption.

Even if your attributes are slightly repetitive or meaningless — it doesn’t matter. The sheer number will make your hedonic option seem more justifiable (Sela & Berger, 2012).

Choice Tactic - Add More Attributes to Hedonic Options

Tactic: Arrange Attributes from Strongest to Weakest

When evaluating options, we succumb to leader-driven primacy effects.

Upon viewing options, we immediately pinpoint the prime candidate. And then we become biased. We start looking for information to support our hypothesis.

“Leader-driven primacy uses initial product information to install a targeted brand as the early leader in a choice between two brands. Biased evaluation of subsequent attributes builds support for the targeted brand, causing the choice itself to be biased.” (Carlson, Meloy, & Russo, 2006 pp. 513)

That’s why you need to arrange attributes from strongest to weakest. Your option needs to become the early leader.

Choice Tactic - Arrange Attributes From Strongest to Weakest

If you display a comparison table with your competition, put your strongest attributes at the top.

Tactic: Add Visual or Sensory Cues to Target Options

The more you look at a stimulus, the faster your brain can process it. Because that fluency feels good, you misattribute that pleasantness to the stimulus. Therefore, the more you look at an option, the more you tend to choose it (Armel, Beaumel, & Rangle, 2008).

That’s why you should make target options distinct from other options. That contrast will capture more attention.

Choice Tactic - Add Visual or Sensory Cues to Target Options

The distinction could be visual (e.g., color, size, shape). But any sensory cue will work.

For example, Shen and Sengupta (2014) placed a loudspeaker above two vending machines. People were more likely to choose whichever vending machine was playing the audio.

Or consider a retail store:

“…in the store, a salesperson might chat with a consumer who is deliberating over two options. Even if the chat has nothing to do with the products in question, the consumer is likely to end up paying more visual attention to the option that is located near the salesperson and, therefore, will be more likely to choose it.” (Shen & Sengupta, 2014, pg. 19)

Tactic: Recommend an Option

People want their choice to be easy. So make it easy. Recommend an option.

For the research, you can refer to my article on conversion optimization. The major factors include conformity (Tactic 17) and default options (Tactic 18).

You can use recommendations in different ways:

  • WEB DESIGNER: Emphasize the “most popular” pricing plan
  • RESTAURANT: Highlight menu options with a high ROI
  • RETAILER: Create product displays with recommended options
Choice Tactic - Recommend an Option

Tactic: Stock Lesser-Known Brands in Narrow Aisles

Want to nudge people toward a unique, distinctive, or uncommon option? Then crowd the customer’s space.

“…a relatively small, physically restrictive space activates feelings of confinement and consequently a perceived threat to one’s freedom. As a result, threatened individuals are likely to exhibit reactance in the form of acts aimed at regaining their freedom.” (Levav & Zhu, 2009, pg. 1)

They regain that freedom by choosing a unique option.

In one study, Levav and Zhu (2009) found that people choose unique products when retail aisles are narrow. The same occurred in another study when people were breaching someone’s personal space (Xu, Shen, & Wyer, 2012).

That finding has implications for marketers and retailers:

  • In SMALL AND CROWDED SETTINGS, consumers will be more adventurous. Retailers should maximize the variety of their products. And marketers should stock lesser-known brands.
  • In LARGE AND SPACIOUS SETTINGS, consumers will be less adventurous. Retailers should focus on the top brands. And marketers should stock their best-performing products.
Choice Tactic - Stock Lesser-Known Brands in Narrow Aisles

Tactic: Use Forfeiture Tasks for Hedonic Targets

Which choice task is better:

  • ACQUISITION: Ask people which option(s) they want
  • FORFEITURE: Ask people which option(s) they don’t want

Dhar and Wertenbroch (2000) found that forfeiture tasks influence people to choose hedonic options:

“…the relative salience of hedonic dimensions is greater when consumers decide which of several items to give up (forfeiture choices) than when they decide which item to acquire (acquisition choices).” (pp. 60)

With forfeiture tasks, consumers experience greater mental elaboration — which funnels their attention toward the sensory and imagery-evoking benefits of options (i.e., the hedonic qualities).

The takeaway? When your option is hedonic, transform the choice into a forfeiture task. Ask consumers which items they don’t want.

Choice Tactic - Use Forfeiture Tasks for Hedonic Choices

But the implications stem beyond choice task. When you switch products or brands, for example, sometimes you forfeit benefits in the current option:

“Consider, for example, someone who is debating between two apartments. One has a nicer view (a relatively hedonic feature), but the other provides a shorter commute to work (a relatively utilitarian feature). If the person’s current apartment has a nice view and a short commute, the choice will be viewed as a forfeiture decision…” (Dhar & Werternbroch, 2000, pp. 61)

Here are some other ways to apply that finding:

Avoid Cutting Hedonic Features from Products

Do you need to remove features from a product? Avoid removing hedonic features:

“…consumers may be more reluctant to accept cuts on the more hedonic dimensions. In contrast, adding the same hedonic benefits may have relatively less impact on market share than would adding more utilitarian benefits.” (Dhar & Werternbroch, 2000, pp. 69)

Offer Buyout Options for Hedonic Items

Are people renting or leasing an option from you? If that item is hedonic, you could offer a buyout option at the end:

“…marketers may be able to add a hedonic premium to the buyout option price at which lessees of luxury or sports cars can buy their vehicles at the end of the lease term…we suspect that buyout rates are higher for these hedonic cars than for more utilitarian ones, such as compact cars or minivans.” (Dhar & Werternbroch, 2000, pp. 69-70)

Tactic: Add Decoy Options to Guide the Choice

To simplify a choice, you could add a decoy option.

With decoy options, you don’t expect consumers to choose them. Instead, they increase or decrease the choice share of other options.

When people see a clearly superior option, their choice becomes easier:

“…choice deferral may be greater when no single alternative is easily seen as the best, even though each option by itself is quite attractive.” (Dhar & Nowlis, 1999, pp. 382)

You might have heard about the study with Economist magazine (see Ariely, 2009). Imagine three subscriptions:

  • OPTION A: Online subscription for $59
  • OPTION B: Print subscription for $125
  • OPTION C: Online and print subscription for $125

At first glance, OPTION B seems like a mistake. Any rational human would choose the online and print subscription for the same price. And that’s what happened. Nobody chose it.

However, OPTION B shifted choice share away from OPTION A. More people chose OPTION C — the more expensive subscription — generating more overall revenue.

Decoy options are part of a larger category known as context effects. Roderick, Van Heerde, and Bijmolt (2011) explain three types of context effects:

  1. Attraction Effect
  2. Compromise Effect
  3. Similarity Effect

1. Attraction Effect

Consistent with the subscription example, people are more likely to choose a similar — yet superior — option in a choice set.

Choice Context - Attraction Effect

2. Compromise Effect

People are more likely to choose a compromise option: an option in the middle of two extremes.

Choice Context - Compromise Effect

3. Similarity Effect

Newly added options will steal a greater amount of choice share from similar options (compared to dissimilar options).

Choice Context - Similarity Effect

4) Choose an Option

This step is intertwined with the evaluation process. But you can use a few strategies to further nudge people toward your target option.

Tactic: Use Designs That Match the Desired Choice Strategy

Our environment subconsciously influences our perception and behavior. Even geometric patterns can dictate our choice strategy.

For example, Maimaran and Wheeler (2008) asked people to choose three chocolates. People were more likely to choose different chocolates if they were exposed to a varied geometric pattern (e.g., △OO△O△), compared to a repetitive pattern (e.g., OOOOOO).

In a follow up study, people were more likely to choose distinctive products if they were exposed to a distinctive pattern (e.g., OOOO△OO vs. OOOOOOO).

Use that finding when planning your designs:

  • If your goal is VARIETY-SEEKING, use designs with heterogeneity. Incorporate a wide array of colors, shapes, and sizes in the choice environment (e.g., packaging, shopping carts, etc.).
  • If your goal is a UNIQUE CHOICE, use designs with elements that pop out.

In both cases, people will be more likely to adopt a congruent choice strategy.

Choice Tactic - Use Designs That Match the Desired Choice Strategy

In fact, this finding could have broader implications:

“…in social contexts, exposure to an array such as OO       O could activate separation and alienation, whereas exposure to an array such as OO could activate friendship and closeness, leading to different behaviors and judgments.” (Maimaran & Wheeler, 2007, pp. 739)

Always consider the visual context of your choice. Incorporate design elements that are congruent with the ideal option or choice strategy.

Tactic: Use Variety-Seeking Language for New Customers

Pay attention to the wording near your options. Certain words can prime certain mindsets.

For example, Fishbach, Ratner, and Zang (2011) gave people a survey attached to a children’s book. The researchers analyzed the effects of different book titles:

  • CONDITION 1: “The Loyal Cat”
  • CONDITION 2: “Bored! Bored! Bored!”
  • CONDITION 3: control — no title

Those titles influenced people’s evaluation of products in the survey.

  • The “loyal” title decreased choice variety.
  • The “bored” title increased variety

Always consider the words in your copy:

  • If you’re marketing to CURRENT CUSTOMERS, use loyalty-related words. Those concepts will activate a need for consistency.
  • If you’re marketing to NEW CUSTOMERS, use boredom or satiation-related words. Those concepts will activate a need for variety.
Choice Tactic - Use Variety-Seeking Language for New Customers

Sure, it’s nitpicky. And it probably won’t produce drastic changes. But it’s a good reminder about the subconscious impact of wording.

Tactic: Ask People Which Options They Prefer

Oftentimes, choices occur in two steps:

  • STEP 1: People decide whether they want an option
  • STEP 2: People decide which option they want

You can influence people to choose your option by skipping the first step. How? Prime a which-to-choose mindset.

It’s surprisingly easy.

Xu and Wyer (2008) simply asked people which animal they prefer: an elephant or hippo. And…that’s it. That question primed a which-to-choose mindset. In turn, those people were more likely to buy an unrelated product.

But don’t worry. You don’t need to ask people to choose an animal. Simply ask them which option(s) they prefer:

“…simply asking consumers which of two products they would prefer can have a similar impact. Stating a preference appears to induce a which-to-buy mindset, leading people to think about which of several products they would like to buy under the implicit assumption that they have already decided to buy one of them.” (Xu & Wyer, 2007, pp. 564)

Choice Tactic - Ask People Which Options They Prefer

Also, you should usually offer more than one option. People tend to experience single-option aversion (Mochon, 2013). When given a single option, we’re more likely to defer that choice.

  • A single option reinforces a whether-to-choose mindset
  • Multiple options reinforce a which-to-choose mindset

For more examples, refer to Tactic 20 in my article on conversion optimization.

5) Evaluate the Chosen Option

Immediately after choosing, people are uncertain.

  • Are they happy with the choice?
  • Should they return the product?
  • Will they purchase again?

In a marketing context, that post-evaluation is crucial. If they’re unhappy with the choice…

  • They could return the product
  • They could never purchase again
  • They could spread negative word-of-mouth

When people start to doubt their choice, they resolve that dissonance in two ways:

  • They INCREASE the value of CHOSEN OPTIONS

This section will help you with both sides.

Tactic: Place Testimonials After Choices (And Before Consumption)

Most marketers use testimonials before a choice. But hey might be more effective after a choice.

Customers are skeptical before a choice. You want their money…and they know it. Some will doubt the sincerity of your testimonials.

After buying, however, customers are seeking validation to reduce their dissonance. So give them a testimonial. They’ll be more likely to trust it because of confirmation bias.

Ideally, though, testimonials should appear before consumption. Why? Because those testimonials will increase their expectations.

When they consume your product or service, their experience will be better because of their heightened expectations (see Lee, Frederick, & Ariely, 2006).

Choice Tactic - Place Testimonials After Choices And Before Consumption

Tactic: Remove or Close All Unchosen Options

Once people choose an option, don’t let them second-guess. Remove the leftover options so that you guide all attention on their choice.

Gu, Botti, and Faro (2013) found a powerful technique: physical closure.

“…physical acts that are metaphorically associated with the concept of closure (such as covering or turning a page on the rejected alternatives) trigger choice closure in the context of difficult choices.” (pg. 2)

In one of their studies, people gave higher evaluations of chocolate if they covered the container lid. In another study, people gave higher evaluations of a tea if they closed the menu after choosing.

Choice Tactic - Remove or Close All Unchosen Alternatives

The researchers offered some other implications:

  • In a RETAIL CONTEXT, salespeople could position customers away from options (i.e., turning their back) once they make a choice. Or salespeople could move the option to another location.
  • In an ONLINE CONTEXT, you could ask customers to click and cancel the options that they didn’t choose.


This article focused on tactics. But the psychology of choice is more complex.

Moving forward, I’ll add new insights periodically to fill in those missing gaps. This article will be an ongoing endeavor.

Want to stay updated? You can . That way, you’ll know whenever I post new content (about once a month). I try to make every article worth your time.

Ready for another topic? You might enjoy my article on pricing or copywriting.

Categories: Guides


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