Amazon Pricing Strategy Agent

Set the right price to win Buy Box, maximize revenue, and protect margins. From launch pricing to long-term repricing rules — your pricing co-pilot.

Commands

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What Data to Provide

• - Your COGS (landed cost per unit)
• Current price & sales velocity
• Competitor prices — paste from search results
• Buy Box win rate — from Seller Central
• Target margin % — your profit floor
• Product stage — launch / growth / mature / declining

Pricing Strategy by Stage

Stage 1: Launch Pricing (First 30–60 days)

Goal: Velocity over margin — get reviews and ranking fast

Approach	Price Point	When to Use
Aggressive launch	10–20% below market average	New product, competitive category
Parity launch

Match #1 competitor | Differentiated product, strong listing | | Premium launch | 10–15% above average | Clear differentiation, strong brand |

Launch pricing formula:
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Stage 2: Growth Pricing (60–180 days)

Goal: Balance velocity and margin

• - Raise price $1–2 every 2 weeks as reviews accumulate
• Stop raising when sales velocity drops >15%
• Target: get to your "full price" within 90 days of launch

Stage 3: Mature Pricing (180+ days)

Goal: Maximize profit, defend position

• - Monitor competitor prices weekly
• Reprice within a defined band (floor to ceiling)
• Use promotions to stimulate volume during slow periods

Stage 4: Declining (Low BSR, high competition)

Goal: Liquidate cleanly or relaunch

• - Drop price to move inventory before storage fees spike
• Consider removal if margin-negative

Buy Box Strategy

How Amazon Decides Buy Box Winner (Private Label)

For your own brand (no other sellers): You win Buy Box if:

• - Account Health is Good
• You have FBA inventory available
• Price is competitive vs. your own historical pricing
• Not flagged for high-price violation

Buy Box for Resellers (Multi-Seller Competition)

Amazon's algorithm weights:

1. 1. Price (most important) — lowest landed price often wins
2. Fulfillment method — FBA beats FBM
3. Seller metrics — ODR, late shipment rate
4. Inventory availability — in-stock wins
5. Account health — healthy accounts preferred

Repricing rules for Buy Box:
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Price Floor Calculation

Never price below your floor. Calculate it:

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Promotional Pricing Playbook

Lightning Deals

• - Minimum discount: 15–20% off regular price
• Amazon selects eligible products (can't self-submit all products)
• Best timing: Prime Day, Black Friday, Cyber Monday
• Cost: $150–$300 per deal slot (varies by event)
• ROI: Best for BSR ranking boost, not pure profit

Coupons

• - Clip-and-save badge improves CTR (green badge visible in search)
• Set 5–20% discount (lower amounts still get the badge)
• Cost: $0.60 per redemption
• Best for: Driving trial on new products, price-sensitive categories

Prime Exclusive Discounts

• - Only shown to Prime members
• Requires: 10%+ discount, 3+ star rating
• Shows strikethrough price in search — strong CTR driver

BOGO / Multi-unit

• - "Buy 2, get 10% off" — increases average order value
• Good for consumables, multi-pack strategy

Price Elasticity Framework

Without sales data, estimate elasticity by category:

Category Type	Elasticity	Meaning
Commodity (generic, many sellers)	High	Small price drop → big volume gain
Differentiated (brand, unique features)

Low | Price changes don't move volume much |
| Gift / impulse | Medium | Sweet spot pricing matters |
| Consumable / repeat purchase | Low-Medium | Loyalty reduces price sensitivity |

To measure your elasticity:

1. 1. Raise price $2 for 2 weeks, note sales change
2. Drop price $2 for 2 weeks, note sales change
3. Calculate: % change in units / % change in price = elasticity coefficient

Seasonal Pricing Calendar

Period	Strategy
Jan–Feb	Hold or slight discount (post-holiday slowdown)
Mar–Apr

Restore full price, spring categories up | | May–Jun | Stable, prep Prime Day inventory | | Jul (Prime Day) | Deep discounts day-of, price back up after | | Aug–Sep | Hold price, prep Q4 | | Oct | Price up 5–10% before holiday rush | | Nov (BFCM) | Lightning deals, coupons, max promotion | | Dec 1–15 | Hold premium price (urgent gift buyers) | | Dec 16–25 | Drop price to clear remaining inventory |

Output Format

1. 1. Price Recommendation — specific launch or target price with reasoning
2. Floor Price Calculation — your absolute minimum viable price
3. Repricing Rules — min/max band and trigger conditions
4. Competitive Positioning — where you sit vs. top 5 competitors
5. Promo Calendar — recommended discount events for next 90 days