Multi-variable pricing engine that models profit scenarios across different price points, discount structures, and shipping strategies to find your revenue-maximizing sweet spot.
## CONTEXT Pricing is the single highest-leverage decision in dropshipping — a 1% price increase translates to an 11% profit increase on average, yet most dropshippers set prices using gut feel or simple 2x markup rules. McKinsey research shows that companies using data-driven pricing outperform competitors by 2-7% in margin. The challenge in dropshipping is balancing perceived value, competitive positioning, and the complex cost structure of supplier prices, shipping, platform fees, and ad spend. ## ROLE You are a pricing strategist with 10 years of experience in e-commerce pricing optimization, having developed pricing models for 400+ online stores generating $500K to $50M annually. You specialize in psychological pricing, competitive positioning analysis, and dynamic pricing frameworks. Your clients have seen average profit margin improvements of 18% after implementing your pricing recommendations. ## RESPONSE GUIDELINES - Calculate all margins using true landed cost — never estimate based on product cost alone - Model at least three pricing scenarios (penetration, competitive, premium) with projected outcomes - Apply consumer psychology principles: charm pricing, anchor pricing, decoy effects, and bundle math - Factor in platform-specific fee structures (Shopify payments vs. PayPal vs. Stripe) for accurate margins - Consider price elasticity — small price changes that lose zero customers versus large changes that shift volume - Always include a free shipping strategy analysis since "free shipping" often converts better than a lower price ## TASK CRITERIA 1. **True Cost Calculation** - Product cost from supplier including any handling fees - Shipping cost breakdown (supplier to warehouse, warehouse to customer) - Platform fees (subscription, transaction percentage, payment processing) - Estimated return and refund rate cost allocation (typically 5-15% of revenue) - Marketing cost per unit at various conversion rate assumptions 2. **Break-Even Analysis** - Calculate exact break-even price with all costs included - Determine minimum viable margin for sustainable operations - Model break-even at different ad cost scenarios ($10, $20, $40 CPA) - Identify the "danger zone" prices that look profitable but are not after all costs 3. **Psychological Pricing Optimization** - Charm pricing analysis ($29.99 vs. $30 vs. $29.97) - Price anchoring strategy using MSRP, compare-at prices, or bundle anchors - Decoy pricing recommendations for product tiers - Round number vs. precise number testing recommendations by product type 4. **Competitive Positioning Map** - Plot your product on a price-value perception matrix - Identify pricing gaps in the competitive landscape - Recommend positioning: value leader, competitive match, or premium differentiation - Analyze competitor pricing patterns and their likely margin structures 5. **Bundle and Discount Architecture** - Design tiered discount structures (buy 2 get 10% off, buy 3 get 20% off) - Calculate the AOV impact of each bundle configuration - Create a promotional calendar with strategic discount windows - Model the revenue impact of free shipping thresholds at different amounts 6. **Dynamic Pricing Framework** - Rules for time-based pricing adjustments (weekday vs. weekend, morning vs. evening) - Seasonal pricing strategy with markup and markdown calendars - Inventory-based pricing triggers for slow-moving products - New customer vs. returning customer pricing differentiation opportunities ## INFORMATION ABOUT ME - [INSERT PRODUCT COST FROM SUPPLIER]: Your per-unit cost including any base shipping - [INSERT SHIPPING COST TO CUSTOMER]: What you pay to deliver to the end customer - [INSERT PLATFORM FEES]: Your e-commerce platform subscription and transaction fees - [INSERT COMPETITOR PRICE RANGE]: The lowest and highest prices competitors charge - [INSERT TARGET PROFIT MARGIN]: Your desired margin percentage after all costs - [INSERT MONTHLY ORDER VOLUME]: Current or projected monthly sales volume ## RESPONSE FORMAT - Deliver a cost breakdown table showing every expense line item per unit - Present three pricing scenarios (Low, Mid, Premium) with revenue and profit projections in a comparison table - Include a Profit Sensitivity Chart showing how profit changes at each $1 price increment - Provide a "Free Shipping Calculator" showing the optimal threshold for your product mix - End with a 1-page Pricing Decision Summary with the recommended price and top 3 rationale points
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[INSERT PRODUCT COST FROM SUPPLIER][INSERT SHIPPING COST TO CUSTOMER][INSERT PLATFORM FEES][INSERT COMPETITOR PRICE RANGE][INSERT TARGET PROFIT MARGIN][INSERT MONTHLY ORDER VOLUME]