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GuideUpdated December 18, 2025

Price Anchoring for E-commerce: Ethical Implementation

Price anchoring shapes value perception by showing higher-priced options first. Ethical anchoring uses real comparison prices that help customers understand value. Manipulative anchoring fabricates prices to create false savings perception. Fake "compare at" prices may violate FTC guidelines and damage trust.

Attribute Team
E-commerce & Shopify Experts
December 18, 2025
6 min read
Price Anchoring for E-commerce - guide article about price anchoring for e-commerce: ethical implementation

Price anchoring shapes how customers perceive value. Show a $200 jacket before showing a $100 jacket, and the $100 option feels like a deal. Show the $100 jacket first, and it is just a $100 jacket.

Used ethically, anchoring helps customers understand value. Used manipulatively, it deceives. This guide covers how to implement price anchoring in ways that benefit both your business and your customers.

How Price Anchoring Works

The Psychology

Anchoring bias: People rely heavily on the first piece of information they encounter (the anchor) when making decisions. Subsequent information is interpreted relative to that anchor.

In pricing: The first price a customer sees becomes the reference point. All other prices are judged against it.

Example:

  • Anchor: "Compare at $150"
  • Current price: $89
  • Customer thinks: "I'm saving $61"

Without the anchor, the customer just evaluates whether $89 is worth it for this product. With the anchor, they evaluate the deal.

The Research

Kahneman and Tversky: Demonstrated anchoring affects even experts. Real estate agents, shown arbitrary "list prices," valued homes relative to those anchors despite their expertise.

Retail studies: Original prices displayed alongside sale prices increase purchase likelihood, even when customers cannot verify the original price was ever charged.

Limits: Anchors must be plausible. Absurd anchors ("Was $500, now $15") trigger skepticism rather than value perception.

Types of Price Anchoring

Comparative Anchoring

What it is: Showing higher-priced alternatives alongside your target product.

Example: Product page shows Premium ($299), Standard ($149), and Basic ($79) options. Most customers select Standard, perceiving it as balanced value.

Why it works: The Premium option makes Standard seem reasonable. Without Premium, Standard might feel expensive.

Strikethrough Pricing

What it is: Showing original price crossed out next to current price.

Example: ~~$129~~ $89

Why it works: Creates immediate perception of savings. Customer focuses on the discount rather than absolute price.

Considerations: Original price must be legitimate (was actually charged). Fake original prices are deceptive and often illegal.

MSRP Anchoring

What it is: Showing manufacturer's suggested retail price alongside your price.

Example: "MSRP: $199. Our price: $159."

Why it works: Third-party anchor feels more credible than your own previous price.

Considerations: MSRP must be accurate and verifiable.

Per-Unit Anchoring

What it is: Breaking larger prices into smaller units.

Example: "$2.50 per day" instead of "$75 per month"

Why it works: Smaller number feels more manageable. Comparison to daily expenses (coffee) makes it seem cheap.

Decoy Pricing

What it is: Adding an option that makes another option look better by comparison.

Example:

  • Small: $3.00
  • Medium: $6.50
  • Large: $7.00

Medium exists to make Large look like better value. Few choose Medium.

Why it works: The dominated option (Medium) makes the target option (Large) seem obviously superior.

Ethical vs Manipulative Anchoring

Ethical Anchoring

Characteristics:

  • Anchor prices are real and verifiable
  • Customer receives genuine value
  • Comparisons are accurate and relevant
  • Information helps informed decisions

Examples:

  • Legitimate sale from regular price
  • Accurate MSRP comparison
  • Showing actual competitor prices
  • Tiered pricing with real feature differences

Manipulative Anchoring

Characteristics:

  • Anchor prices are inflated or fake
  • Product was never sold at "original" price
  • Comparisons are misleading
  • Intent is to deceive rather than inform

Examples:

  • Fake "compare at" prices
  • Perpetual sale from artificial high price
  • Competitor price from different product
  • "Was $X" when it never was

Legal Considerations

FTC guidelines: "Compare at" and "original price" claims must be substantiated. The item must have been regularly sold at the comparison price.

State laws: California, New York, and other states have specific requirements for price comparison advertising.

Platform policies: Amazon, Shopify, and other platforms have rules about comparative pricing.

Bottom line: If you cannot prove the anchor price is real, do not use it.

Implementing Anchoring Effectively

Product Page Anchoring

Strategy: Show product tiers or bundles that make target option look attractive.

Implementation:

  • Display 3 options: Basic, Standard (target), Premium
  • Highlight Standard as "Most Popular"
  • Price Standard to seem like best value relative to others

Example:

  • Basic Widget: $49
  • Standard Widget (Most Popular): $79
  • Premium Widget: $149

Standard captures most sales. Basic exists for budget-conscious. Premium exists as anchor.

Sale Anchoring

Strategy: Show legitimate original price alongside sale price.

Implementation:

  • Original price must be real (actually charged for meaningful period)
  • Strikethrough clearly visible
  • Savings amount or percentage displayed
  • Sale duration indicated

Example: ~~$129~~ $89 (Save 31%) Sale ends Sunday

Subscription Anchoring

Strategy: Show monthly rate alongside annual rate to make annual seem like better value.

Implementation:

  • Monthly: $19/month
  • Annual: $149/year ($12.42/month, Save 35%)
  • Highlight annual savings

Example: "Pay $149/year (just $12.42/month) and save $79 compared to monthly."

Bundle Anchoring

Strategy: Show individual item prices totaled, then bundle price.

Implementation:

  • List bundle contents with individual prices
  • Show total if purchased separately
  • Show bundle price
  • Highlight savings

Example: Bundle includes:

  • Widget A ($49)
  • Widget B ($39)
  • Widget C ($29)

Total if separate: $117 Bundle price: $79 You save: $38

Cross-Sell Anchoring

Strategy: Present accessory prices after main product commitment.

Implementation: After customer decides on $500 laptop, $50 case seems small.

Psychology: Relative thinking. $50 is 10% of main purchase, not $50 in absolute terms.

Ethical note: Accessory must provide genuine value. Do not use anchoring to sell unnecessary add-ons.

Anchoring in Different Contexts

High-Ticket Products

Challenge: Large absolute numbers create resistance regardless of anchoring.

Strategy:

  • Break into monthly payments ("$83/month for 12 months")
  • Compare to long-term cost alternatives
  • Focus on value/ROI rather than price alone

Example: "$999 or $83/month. Compare to gym membership you never use."

Low-Ticket Products

Challenge: Small absolute differences do not motivate.

Strategy:

  • Use percentage savings ("50% off")
  • Bundle to increase perceived deal size
  • Anchor against daily spending comparisons

Example: "$4.99 (50% off regular $9.99). Less than a latte."

Subscription Products

Challenge: Ongoing cost feels larger than one-time.

Strategy:

  • Annual pricing emphasized
  • Per-day or per-week breakdowns
  • Compare to alternatives (cost of not having solution)

Example: "$29/month, or save $58 with annual billing ($290/year). That's under $1/day."

B2B Products

Challenge: Buyers are more sophisticated. Obvious anchoring may backfire.

Strategy:

  • ROI-based anchoring (cost of problem vs. cost of solution)
  • Competitor comparison with verified pricing
  • Feature-based value breakdown

Example: "Average data breach costs $4.24 million. Our solution is $50,000/year."

Avoiding Common Mistakes

Mistake 1: Unbelievable Anchors

Problem: Anchor is too high to be credible. "Was $500, now $29."

Customer reaction: Skepticism. "That was never $500." Distrust extends to entire store.

Fix: Anchors must be plausible. If discount exceeds 60-70%, customers question legitimacy.

Mistake 2: Fake Comparison Prices

Problem: "Compare at $99" when no one charges $99.

Customer reaction: Savvy customers price-check. Getting caught destroys trust.

Legal risk: May violate FTC guidelines and state laws.

Fix: Only use comparison prices you can substantiate.

Mistake 3: Permanent "Sale"

Problem: Item is always "on sale." Regular price is never charged.

Customer reaction: Customers learn to ignore sale pricing. No urgency.

Legal risk: Price must have been regularly charged. Permanent sale is deceptive.

Fix: Genuine sales with real end dates. Regular prices actually charged.

Mistake 4: Irrelevant Comparisons

Problem: Comparing to unrelated product or service.

Example: "Less than the cost of your daily coffee habit for a year!"

Customer reaction: May work for some. Others find it manipulative or irrelevant.

Fix: Comparisons should be relevant and helpful, not just favorable.

Mistake 5: Anchor Overload

Problem: Too many anchors competing for attention.

Customer reaction: Confusion. None of the anchors register.

Fix: One clear anchor per context. Less is more.

Testing Anchoring Effectiveness

A/B Test Structures

Test 1: With vs. without anchor

  • Control: Price shown alone
  • Variant: Price with comparison anchor
  • Measure: Conversion, AOV

Test 2: Different anchor levels

  • Control: 25% discount anchor
  • Variant: 40% discount anchor
  • Measure: Conversion, trust metrics

Test 3: Anchor presentation

  • Control: Strikethrough price
  • Variant: "Save $X" callout
  • Variant: Percentage saved
  • Measure: Conversion, click-through

Metrics Beyond Conversion

Trust indicators:

  • Customer satisfaction scores
  • Return rates
  • Repeat purchase rates

If anchoring increases conversion but decreases satisfaction or increases returns, the anchor may be misleading.

Long-Term Effects

Anchoring that feels manipulative erodes trust:

  • Customers become skeptical of all pricing
  • Price comparison becomes habit (checking competitors)
  • Brand perception suffers

Effective anchoring should feel helpful, not manipulative.

Ethical Framework

Questions to Ask

Is the anchor real? Can you prove the comparison price is legitimate?

Is the comparison relevant? Does it help customers make informed decisions?

Would you feel good explaining this? If a customer asked how the comparison was calculated, would you be comfortable explaining?

Does this build or damage trust? Short-term conversion at the cost of long-term trust is not worth it.

The Transparency Test

Imagine your pricing explanation is public: "We show original price because we genuinely raised prices for 90 days then dropped them for sale."

vs.

"We set original price high knowing we would never sell at that price, just to make sale price look better."

Which would you be comfortable publishing?

The Bottom Line

Price anchoring is a tool. Like any tool, it can be used well or poorly.

Ethical anchoring:

  • Uses real, verifiable comparison prices
  • Helps customers understand genuine value
  • Builds trust through transparency
  • Supports informed decision-making

Manipulative anchoring:

  • Fabricates or inflates comparison prices
  • Tricks customers into perceiving false value
  • Damages trust when discovered
  • Creates legal and regulatory risk

Best practice: Let anchoring communicate real value rather than manufacture false perception. If your product is genuinely good value, honest anchoring will demonstrate that. If it is not good value, no anchoring will sustainably hide that.

Customers who feel manipulated do not come back. Customers who feel informed and treated fairly do.

Frequently Asked Questions

What is price anchoring?

Price anchoring is the psychological phenomenon where the first price seen becomes a reference point. Subsequent prices are judged relative to that anchor, affecting value perception.

Is price anchoring manipulative?

Ethical anchoring uses real, verifiable prices to help customers understand value. Manipulative anchoring fabricates or inflates comparison prices to deceive.

Can I show "Compare at" prices?

Only if you can substantiate them. FTC guidelines require comparison prices to be real prices that were actually charged. Fake comparison prices are deceptive advertising.

Sources & References

Written by

Attribute Team

E-commerce & Shopify Experts

The Attribute team combines decades of e-commerce experience, having helped scale stores to $20M+ in revenue. We build the Shopify apps we wish we had as merchants.

11+ years Shopify experience$20M+ in merchant revenue scaledFormer Shopify Solutions ExpertsActive Shopify Plus ecosystem partners
Price Anchoring for E-commerce: Ethical Implementation | Attribute Blog