Amazon Coupon Strategy

Amazon deals, coupons, and promotions strategy agent. Plan Lightning Deals, Prime Exclusive Discounts, coupons, BOGO, Vine enrollment, and social media promo...

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Purpose & Capability
Name/description (Amazon coupon & promotions strategy) match the SKILL.md content: promotion types, setup steps, ROI formulas, and a promo command index. There are no unrelated environment variables, binaries, or installs requested that would be inconsistent with the stated purpose.
Instruction Scope
SKILL.md stays within expected scope: guidance, calculators, and checklist-style setup steps for Seller Central. Minor inconsistency: allowed-tools lists Bash and the doc shows CLI-like commands (promo plan, promo coupon ...) but this skill is instruction-only with no code/binary provided; those command lines appear to be user-facing pseudo-commands rather than actual installable tooling. The skill does ask users to provide sensitive business inputs (COGS, inventory, sales velocity), which is proportionate for planning but worth caution.
Install Mechanism
No install spec and no code files — instruction-only. This is the lowest risk install mechanism and matches the content of the SKILL.md.
Credentials
The skill declares no required environment variables, credentials, or config paths. The data it asks users to provide (price, COGS, BSR, inventory, sales velocity) are business inputs relevant to promotion planning and are proportionate to the stated functionality.
Persistence & Privilege
always is false and there is no install that would persist configuration or modify other skills. The skill can be invoked by the agent (normal), but it does not request elevated or permanent privileges.
Assessment
This skill appears coherent for planning Amazon promotions. Before using it, consider: (1) do not paste highly sensitive credentials (AWS, Seller Central login, API keys) into the tool — it does not request them and does not need direct account access; (2) the skill asks for business-sensitive inputs (COGS, inventory, sales velocity) — only share those if you’re comfortable; (3) the documentation lists pseudo-CLI commands but provides no code/binary — expect the assistant to produce plans and calculations rather than run real promotion actions in your Seller Central; (4) verify the GitHub homepage/source if you want to confirm authorship or check for updates; and (5) ensure any suggested promotional tactics comply with Amazon’s policies before applying them in Seller Central.

Like a lobster shell, security has layers — review code before you run it.

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License

MIT-0
Free to use, modify, and redistribute. No attribution required.

SKILL.md

Amazon Deals & Promotions Strategy

Plan the right promotions at the right time. From daily coupons to Prime Day Lightning Deals — build a promotional calendar that drives velocity, earns reviews, and moves excess inventory without killing your margins.

Commands

promo plan [product]            # full promotional strategy plan
promo coupon [discount%]        # coupon setup and ROI calculator
promo lightning                 # Lightning Deal eligibility and setup guide
promo prime-day                 # Prime Day strategy (60-day prep plan)
promo bfcm                      # Black Friday / Cyber Monday playbook
promo vine [units]              # Vine enrollment ROI calculator
promo clearance [inventory]     # excess inventory clearance plan
promo social [platform]         # social media promo code strategy
promo calendar                  # 12-month promotional calendar
promo roi [type] [details]      # calculate ROI for any promotion type

What Data to Provide

  • Product & current price — your regular selling price
  • COGS / landed cost — to calculate margin floor
  • Current BSR & reviews — to plan the right promo type
  • Inventory level — units on hand and inbound
  • Sales velocity — average units/day
  • Goal — launch boost / ranking / clearance / reviews

Promotion Types Overview

1. Coupons (Most Flexible)

How it works: Green "coupon" badge appears in search results and on product page. Customer clicks to clip, discount applied at checkout.

Setup:

  • Seller Central → Advertising → Coupons
  • Set $ or % discount (minimum meaningful: 5%)
  • Budget: set total redemption budget
  • Duration: 1 day to 90 days

Cost: $0.60 per redemption (charged when coupon is clipped AND redeemed)

Best for:

  • Ongoing velocity boost (always-on 5–10% coupon)
  • New product with low review count
  • Price-sensitive categories

ROI Formula:

Discount cost per unit = Price × Discount% + $0.60
Net margin with coupon = Normal margin - Discount cost
Break-even: Units needed to justify coupon = (Setup cost) / (Margin improvement from rank boost)

Coupon Best Practices:

  • 10%+ gets stronger badge prominence
  • Combine with PPC for maximum effect
  • Turn off when BSR < 1,000 (already ranking well)
  • Never go below your margin floor

2. Prime Exclusive Discounts

How it works: Strikethrough price shown to Prime members in search. One of the strongest CTR drivers available.

Requirements:

  • Professional seller
  • 3+ star rating
  • Minimum 10% discount off non-promotional price
  • Must be Prime-eligible (FBA or SFP)
  • Price after discount must be lowest price in 30 days (or Amazon may suppress)

Cost: No additional fee beyond the discount

Best for:

  • Products with Prime-heavy customer base
  • Driving velocity during slow periods
  • Pre-Prime Day warm-up

3. Lightning Deals

How it works: Time-limited (4–12 hour) deal featured on Amazon Deals page. Creates urgency with countdown timer and "% claimed" progress bar.

Requirements:

  • Amazon invitation (not all products qualify on demand)
  • Minimum 15–20% discount off regular price
  • Sufficient inventory (Amazon recommends 200+ units)
  • 3+ star rating, sufficient review count

Cost: $150–$500 per deal (varies by event; Prime Day/BFCM slots cost more)

ROI Calculation:

Units sold during deal (estimate: 3–10× normal daily rate × deal hours)
Revenue: Units × discounted price
Cost: Units × COGS + Deal fee
Net profit/loss: Revenue - Cost
Indirect value: BSR boost → organic sales increase for weeks after

Best for:

  • BSR ranking push
  • Liquidating excess inventory fast
  • Prime Day / BFCM event participation

How to get invited:

  • Maintain healthy account metrics
  • Consistent sales history
  • Check Deals tab in Seller Central regularly
  • Some categories have higher invite rates (home, kitchen, toys)

4. BOGO & Multi-Unit Discounts

Types:

  • Buy 1 Get 1 Free (BOGO)
  • Buy 2 Get X% off
  • Tiered: buy 1/$X, buy 2/$Y, buy 3/$Z

Setup: Seller Central → Advertising → Promotions → Percentage Off

Best for:

  • Consumables (drive repeat purchase)
  • Multi-pack strategy (increase AOV)
  • Moving slow-selling variants

Margin trap to avoid: BOGO means you give away 50% of units for free. Ensure COGS allows it:

Acceptable if: Price × 1 ≥ (COGS × 2) + Amazon fees × 2 + desired profit

5. Social Media Promo Codes

How it works: Create a unique discount code to share on TikTok, Instagram, YouTube, or with influencers. Code applied at checkout.

Setup: Seller Central → Advertising → Promotions → Create Promotion → Social Media Promo Code

Advantages:

  • No $0.60/redemption fee (unlike coupons)
  • Can track source of traffic
  • Influencer partnerships without Amazon affiliate complexity
  • Drives external traffic (Amazon rewards external traffic)

Best for:

  • Influencer campaigns
  • TikTok Shop / TikTok organic content
  • Email list promotions
  • Reddit / Facebook group seeding

6. Amazon Vine (Review Generation)

Cost: $200 per parent ASIN Units enrolled: 1–30 units given free to Vine Voices Timeline to first review: 2–4 weeks Review quality: Typically detailed, honest, with images/video

ROI Calculator:

Cost = $200 + (COGS × units enrolled)
Example: $200 + ($8 × 20 units) = $360 total

Expected reviews: 15–25 of 30 enrolled units leave reviews
Cost per review: $360 / 20 reviews = $18/review

Value of reviews:
- Going from 0→20 reviews typically lifts CVR 15–25%
- At $30 price, $5 margin, 5 units/day:
  - Pre-Vine: 5 × $5 = $25/day
  - Post-Vine (20% CVR lift): 6 × $5 = $30/day
  - Extra $5/day → $1,825/year

Break-even: $360 / $5 extra/day = 72 days ✅

12-Month Promotional Calendar

MonthPrimary PromotionSecondary
January5% always-on coupon (slow season)Clear holiday overstock
FebruaryValentine's Day deals (if relevant)Coupon + PPC
MarchSpring launch dealsPrime Exclusive Discount
AprilEaster promotionsMulti-unit discount
MayMother's DayLightning Deal (if eligible)
JuneFather's DaySocial promo code
JulyPrime DayLightning Deal + Coupon
AugustBack to SchoolPrime Exclusive Discount
SeptemberFall launchVine enrollment (new products)
OctoberHalloween, Pre-BFCMLightning Deal eligibility check
NovemberBlack Friday / Cyber MondayLightning Deal + 20%+ coupon
DecemberHoliday (1–15), Clearance (16–31)Price up then down

Prime Day Prep (60-Day Plan)

60 days before: Submit Lightning Deal nominations in Seller Central 45 days before: Build inventory (Prime Day sells 3–5× normal) 30 days before: Launch PPC campaigns at higher bids, start warming BSR 14 days before: Activate Prime Exclusive Discount 7 days before: Turn on coupon Day of: Monitor stock levels hourly, adjust PPC bids up 30% Day after: Keep coupon active 48 hours to capture deal-discovery traffic 1 week after: Analyze BSR change, review velocity, ACOS impact

Clearance Strategy (Excess Inventory)

When to trigger: >90 days of supply on hand OR approaching long-term storage fee date

Escalation ladder:

  1. 10% coupon → 2 weeks, check sell-through
  2. 15% Prime Exclusive Discount → 2 weeks
  3. Lightning Deal → if eligible
  4. 20–30% price drop → 2 weeks
  5. BOGO / multi-unit → bundle slow + fast sellers
  6. FBA removal → sell on eBay/website → if margin still exists
  7. Donation / destruction → last resort, avoid long-term fees

Long-term storage fee trigger: 365+ days = $6.90/cubic foot (US). Act before day 300.

Output Format

  1. Promotion Recommendation — best promo type for your situation
  2. ROI Calculation — projected cost, units moved, net impact
  3. Setup Instructions — step-by-step for recommended promotion
  4. Promotional Calendar — next 90 days of planned promotions
  5. Margin Floor Check — confirm no promotion prices below break-even

Rules

  1. Never discount below your margin floor (COGS + fees + minimum $1 profit)
  2. Don't run too many promotions simultaneously — cannibalization effect
  3. Always pair promotions with PPC increases (more traffic = more deal value)
  4. Track BSR before/after every promotion to measure true impact
  5. Reset regular price before creating % discounts (Amazon calculates % off listed price)

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