cb-pricing-psychology-advisor（CB 定价心理顾问）

International Pricing Psychology Advisor

Overview

This skill provides a descriptive framework for adapting how your product's price is presented, framed, and communicated to overseas customers. It recognizes that price perception is not universal: what feels like a fair price, a bargain, or an premium in one market may be interpreted very differently in another. The framework covers auditing how customers in the target market currently perceive pricing in your category, adapting anchoring and bundle structures, designing culturally appropriate discount and promotion frames, selecting the right trust and risk-reversal signals, building a price-page localization checklist, and setting up an ethical testing plan.

The skill is designed for founders, pricing managers, ecommerce operators, and conversion-rate optimization teams.

When to Use

• You are launching in a new market and want to adapt your pricing communication before going live
• Your product is priced identically at home but underperforming in an overseas market, and you suspect price perception is the issue
• You want to understand how bundling, anchoring, and discount framing work differently in different cultural contexts
• You are building a pricing page for a foreign market and want a checklist of elements to localize beyond simple currency conversion
• You need to set up a testing framework for pricing messages that respects local consumer protection rules

Inputs to Collect

1. Current pricing structure: base price, any tiered pricing, current bundle or package options, any existing discount or promotion structures
2. Target market(s): country or region, primary language, and whether you are pricing in local currency or USD/EUR
3. Category price benchmarks: what competitors charge for similar products in the target market, and how your price positions relative to them
4. Consumer protection context: whether there are legal requirements around discount claims (e.g., "was/now" pricing), mandatory fee disclosures, or consumer rights notices that must appear near pricing
5. Customer segment: whether you are targeting mass market, mid-market, or premium buyers in the target market
6. Channel context: whether pricing is displayed on your own website, a marketplace, a social commerce channel, or via a sales team
7. Margin requirements: the minimum acceptable margin per market after accounting for local taxes, payment processing, and any marketplace fees

Workflow

1. Collect the offer, target segment, market, current price corridor, margin constraints, payment options, shipping and tax presentation, and the main trust barriers around paying.
2. Diagnose local price perception by examining reference prices, premium versus value expectations, common rounding norms, discount tolerance, financing habits, and total-cost transparency expectations.
3. Design alternative price frames such as premium anchor, starter offer, good-better-best ladder, bundle, subscription, guarantee-backed offer, transparent landed-cost framing, or limited-time promotion.
4. Flag review points for tax, consumer protection, platform rules, advertising claims, promotion terms, resale restrictions, and regulated-category pricing before public execution.
5. Build a safe testing plan that measures comprehension, trust, perceived fairness, conversion intent, refund anxiety, and profitability without making manipulative or legally risky claims.

Output Modules

1. Market Price-Perception Audit — summary of price-quality heuristics, reference price anchors, and cultural norms per market
2. Anchoring and Bundle Design — anchor price recommendations, bundle framing alternatives, and decoy evaluation per market
3. Discount and Promotion Framing — seasonal norms, quantity discount frames, urgency and loyalty pricing guidance per market
4. Trust and Risk-Reversal Signals — recommended trust signals with placement and framing guidance per market
5. Price-Page Localization Checklist — point-by-point checklist of elements to adapt on pricing pages per market
6. Testing Plan for Pricing Messages — test design template, sample size guidance, and results documentation format

Example Prompts

• "We sell software at $99/month in the US. We are launching in Germany. How should we adapt our pricing page and anchor strategy?"
• "In our home market, 'buy two, get one free' is our best-performing promotion. Is this framing likely to work in Japan?"
• "We use 'limited time offer' urgency messaging on our pricing page. Can we use the same approach in Brazil and India?"
• "Our prices in Southeast Asia are the same as at home in USD. Conversion is much lower. Help us diagnose whether price perception is the issue."

Safety and Limitations

Pricing guidance from this skill is conceptual and strategic. Taxes, consumer protection laws, resale price maintenance restrictions, and regulated pricing rules vary by jurisdiction and change frequently. Do not implement pricing changes in regulated markets (financial services, healthcare, food, cosmetics, etc.) without review by qualified local legal and pricing professionals. Pricing tests must comply with local consumer protection laws regarding misleading claims.

Acceptance Criteria

• Explains how price perception dynamics differ between home and target market across anchoring, framing, and trust signals
• Provides price-presentation alternatives (anchor options, bundle frames, discount formats) without guaranteeing specific conversion outcomes
• Includes bundle and promotion templates that account for regional norms on depth, framing, and timing
• Defines ethical testing criteria including sample size thresholds and one-variable-at-a-time discipline
• Flags legal, tax, and consumer-protection review requirements for each pricing element before implementation