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.

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
- [1]Behavioral Economics Research - Nielsen Norman Group (2024)
Attribute Team
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.