CustomFit.ai — Website personalization, A/B testing and CRO for Shopify and D2C
Product
Features
✱
Website Personalization
Adapt to each visitor's behavior & intent
⧖
A/B & Multivariate Testing
Rigorous experimentation
✨
AI CopilotNEW
Personalize with a prompt
🤖
AI WingmanNEW
Auto-optimize toward winners
🎯
AI Conversion OptimizerNEW
GPT-grade test ideas
✎
No-Code Visual Editor
Drag-and-drop edit any element
▦
Product Recommendations
Personalized recs that lift AOV
⚑
Feature Flags
Ship safely with kill-switches
◧
Chrome Extension
Edit your store in the browser
⧉
Shopify, WooCommerce & more
All platform integrations
View all features →
Use Cases
$
Price A/B Testing
Test price points to maximize revenue
▦
Theme A/B Testing
Compare whole layouts & designs
🗂
Template A/B Testing
Test whole PDP/PLP templates
🏷
Discount A/B Testing
Find the offer that converts
🚚
Shipping A/B Testing
Thresholds, speed & copy
✍
Content A/B Testing
Copy, images & reviews
💳
Checkout Gateway A/B
Payments & one-click
⌖
Geo-Based Personalization
Per-location content & offers
⚡
Buyer-Intent Nudges
Exit-intent & retargeting
↔
Split-URL / Redirection
Full-page redirect tests
View all use cases →
Solutions & Guides
⤢
Conversion Rate Optimization
The complete CRO guide
⧖
A/B Testing Software
Buyer's guide for D2C
🛒
Cart Abandonment Recovery
Win back lost carts
📰
Landing Page Optimization
Convert more paid traffic
S
Shopify A/B Testing
Test your store, no code
S
Shopify Personalization
Tailor the store per shopper
◔
First-Time Visitor Offers
Convert new shoppers with trust & offers
★
Repeat-Customer Experiences
Reward and re-engage loyal buyers
◎
Campaign-Matched Pages
Match the landing page to the ad
⌖
Location-Based Experiences
Currency, language & regional offers
Explore CRO →
Customer stories
GIVA
+32%
conversion via personalized recs
GIVA
Mamaearth
+18%
revenue lift from PDP A/B tests
ME
The Sleep Company
+24%
AOV from product recommendations
TSC
Read customer stories →
Integrations
SWsfGA+15
✦
Not sure where to start?
Let AI Copilot pick your first tests

“We wake up to evidence-backed tests ready to deploy — not a backlog of maybe ideas.”

AN
Anirudh S.
Growth · Chargebee
★★★★★4.8on G2 · 2,400+ brands
Talk to our team →
Widgets
Integrations
Ecommerce & Checkout
Shopify
Shopline
Shoplazza
GoKwik
ShopFlo
Razorpay Magic Checkout
Breeze
Shiprocket
View all integrations →
Analytics & Behavior
Google Analytics 4
Microsoft Clarity
Hotjar
Mixpanel
Amplitude
Heap
Adobe Analytics
Segment (CDP)
View all integrations →
Engagement, CRM & More
Klaviyo
MoEngage
CleverTap
WebEngage
HubSpot
Salesforce
Slack
Meta Ads
View all integrations →
CustomersPricing
Resources
CRO
▤
Playbooks
Proven strategies to boost conversions
🎙
Interviews
D2C leaders & marketing experts
▶
Webinars
Live deep dives & product sessions
Learn
✎
Blog
Tips, experiments & best practices
📕
Free E-Books
Mastering personalization
📖
Conversion Glossary
Every CRO term, defined
✦AI CopilotNEWLog inBook a demo
Start free trial
Select your platform — Install in 2 minsWe'll tailor the setup
⚡ Risk-free 14-day trial · No credit card · Cancel anytime
S
Shopify
Install from Shopify App Store
›
W
WooCommerce
Install the WooCommerce plugin
›
B
BigCommerce
Install from BigCommerce App Marketplace
›
SL
Shopline
Install from Shopline App Store
›
M
Salesforce / Magento
Install from the marketplace
›
SZ
Shoplazza
Install from Shoplazza App Store
›
WP
WordPress / Webflow
Install plugin or paste the script
›
◧
Others
Custom-built on React, Next.js, etc.
›
Tip: pick your platform — we handle the restBook a demo →
Product
Website PersonalizationA/B & Multivariate TestingAI CopilotAI WingmanAI Conversion OptimizerNo-Code Visual EditorProduct RecommendationsFeature FlagsView all features →
Use Cases
Price A/B TestingTheme A/B TestingTemplate A/B TestingDiscount A/B TestingShipping A/B TestingContent A/B TestingCheckout Gateway A/BGeo-Based PersonalizationBuyer-Intent NudgesSplit-URL / Redirection
Solutions & Guides
Conversion Rate OptimizationA/B Testing SoftwareCart Abandonment RecoveryLanding Page OptimizationShopify A/B TestingShopify Personalization
Explore
WidgetsIntegrationsCustomersPricing
Resources
BlogPlaybooksWebinarsInterviewsE-BooksConversion Glossary
Platforms
ShopifyShoplineShoplazzaChrome ExtensionAll integrations
Start free trialBook a demo
Home›Glossary›What Is Decoy Pricing? Definition & Guide
Definition

What Is Decoy Pricing? Definition & Guide

Put this into practice

Run A/B tests and personalize your store without code. 14-day free trial, no credit card.

Start free trial →
← Back to Conversion Glossary

Built for every D2C category

🧴
Skincare
💄
Beauty
🌿
Wellness
☕
F&B
👟
Apparel
💍
Jewelry
🛋️
Home
🍼
Baby
Live · Right now
Mamaearth — free-shipping band +12.4% AOVGIVA — festive collection page +34% revenueBellavita — PDP CTA test +27.4% CVRKapiva — Quiz-driven recs +9.48% CTRThe Sleep Co — landing personalized 2× capturesPlum — Returning shopper swap +18.2% CVRMamaearth — free-shipping band +12.4% AOVGIVA — festive collection page +34% revenueBellavita — PDP CTA test +27.4% CVRKapiva — Quiz-driven recs +9.48% CTRThe Sleep Co — landing personalized 2× capturesPlum — Returning shopper swap +18.2% CVR
Get in touch

Tell us about your store.

We reply within an hour during business hours. No sales pitch, no spam — just answers from someone who's seen 2,400+ D2C stores.

✓ Reply within 1 hour✓ No spam, ever✓ Free demo & setup help
✓ Thanks! We'll be in touch shortly.
CustomFit.ai

The all-in-one website personalization, A/B testing & CRO platform for high-growth D2C brands. Made by marketers, fueled by coffee.

in𝕏◎▶f
Product
  • Features
  • A/B Testing
  • Personalization
  • AI Copilot
  • AI Wingman
  • AI Conversion Optimizer
  • Feature Flags
  • Widgets
  • Integrations
  • ROI Calculator
Platforms
  • Shopify
  • Shopline
  • Shoplazza
  • Salesforce
  • Chrome Extension
  • All Integrations
Resources
  • Blog
  • Playbooks
  • Webinars
  • GrowthFit Interviews
  • Free E-Books
  • Conversion Glossary
  • Case Studies
Compare
  • vs VWO
  • vs Optimizely
  • vs Google Optimize
  • vs Mutiny
  • vs Intelligems
  • vs Shoplift
  • vs AB Tasty
  • vs Convert
  • vs Kameleoon
Company
  • About Us
  • Partners
  • CustomFit Awards
  • Recognition
  • Contact
  • Privacy Policy
  • Terms & Conditions
© 2026 CustomFit.ai · Valley Monks Pvt Ltd · Made by marketers, fueled by coffee, and obsessed with conversions.
SOC 2 Type II · GDPR · CCPA · ISO 27001

Decoy pricing is a pricing strategy where a third option — the "decoy" — is introduced specifically to make another option look more attractive by comparison. The decoy is deliberately priced or configured to be inferior in value, nudging customers toward the option you actually want them to choose. It works by exploiting the "asymmetric dominance effect": when one option is clearly better than another across at least one dimension, customers gravitate toward it without needing to think hard about the absolute value.

How Decoy Pricing Works

The classic setup uses three options:

  • Option A (basic): Low price, low value — ₹299 for 100g
  • Option B (decoy): Mid price, poor value — ₹499 for 150g
  • Option C (target): Mid-high price, high value — ₹549 for 300g

Option B is the decoy. Its price-to-quantity ratio is worse than both A and C. Customers comparing B and C quickly see that C is the obvious smart choice — getting twice the quantity for just ₹50 more than B. Without the decoy, many customers would have chosen Option A. With the decoy, Option C becomes the default choice.

Why Decoy Pricing Matters for Ecommerce

Decoy pricing is particularly effective for D2C brands selling in multiple sizes, subscription tiers, or product bundles. It nudges customers toward your highest-margin or highest-LTV option without requiring discounts or heavy persuasion. Because the choice architecture does the work, it scales effortlessly — once the pricing tiers are set, every visitor is guided through the same comparison without any manual effort. A modest shift from the small SKU to the large SKU can increase average order value by 30-50% at the same conversion rate.

Real-World Example

Boat, the audio accessories brand, applies this logic across its headphone tiers. A ₹1,299 pair with basic features is compared to a ₹1,999 pair with marginal upgrades (the decoy) and a ₹2,199 pair with significantly better specs and features. The jump from ₹1,999 to ₹2,199 feels small; the value gap feels large. Customers land on the ₹2,199 option as the "smart buy" — which is exactly where Boat's margin is strongest.

How to Improve / Optimize Decoy Pricing

  • Place the decoy visually between the target and the basic option: Side-by-side layout makes the comparison unavoidable and natural.
  • Make the value gap between decoy and target obvious: Use feature checkmarks, size comparisons, or "best value" badges to reinforce the decision.
  • Use for subscription tier selection: Monthly, quarterly, and annual plans are natural decoy structures — the quarterly plan is often the decoy that drives annual signups.
  • Validate with real purchase data: Check if your current pricing tiers are actually nudging behavior, or if customers are just ignoring the decoy and defaulting to the cheapest option.
  • Avoid making the decoy too obviously bad: If customers feel manipulated, trust erodes. The decoy should be a real product that some customers genuinely buy — just a less compelling one.

Decoy Pricing in A/B Testing

Test whether adding a decoy option changes the distribution of purchases across tiers. Your control might have two options; the variant adds the decoy. Measure not just which option customers choose, but overall revenue per visitor — a decoy that shifts volume to higher-margin SKUs should increase RPV even if conversion rate stays flat.

Related Terms

  • Price Anchoring
  • Psychological Pricing
  • Dynamic Pricing
  • Average Order Value (AOV)
  • Upsell
  • Bundle

Run smarter A/B tests with CustomFit.ai — 14-day free trial, no credit card required.