amz-coupon-strategy

name	amz-coupon-strategy
description	Plan Amazon coupons that lift conversion without leaking margin. Decides between percentage and dollar-off coupons, sets the right discount depth, picks the goal (launch, conversion lift, review velocity, stock clearance), and checks the math against fees and margin. Use when a user asks about coupons, the green coupon badge, percentage vs dollar off, coupon discount depth, or whether a coupon is worth running. Trigger phrases: "coupon", "coupon strategy", "coupon badge", "percentage off coupon", "dollar off coupon". Works with zero tools. the user provides price, cost, and fees.
metadata	{"author":"Jay GPT Pro","library":"amazon-pro-skills","version":"1.0"}

Coupon Strategy

The coupon badge is a green flag on the search page that earns clicks before a shopper ever opens the listing. That visibility is the real value of a coupon. the discount is almost secondary. This skill plans coupons that buy the badge and the conversion lift without quietly destroying margin.

When to use this

• Launching a product and wanting the badge for visibility and early velocity.
• A listing has traffic but a soft conversion rate.
• Clearing aging stock before long-term storage fees hit.
• A seller is running coupons by feel and is not sure they are profitable.

The framework. The Coupon Decision

Three decisions, in order. Get them in this order or the coupon loses money.

1. The goal sets the depth

Goal	Depth	Why
Badge visibility on a healthy listing	5 to 10%	The badge does the work, not the price
Launch velocity	10 to 20%	Buy early sales and rank
Conversion lift on a stalled listing	10 to 15%	Enough to tip the hesitant buyer
Stock clearance before storage fees	20%+	The fee you avoid funds the discount

2. Percentage or dollar off

• Percentage off scales with price and reads as generous on low-priced items.
• Dollar off reads stronger on higher-priced items. "15 USD off" beats "10% off" on a 150 USD product even though the math is identical.
• Pick the format that makes the bigger number visible to the shopper.

3. The margin floor

Compute the post-coupon contribution: price, minus coupon, minus referral fee, minus FBA fee, minus unit cost. Amazon also charges a coupon fee on top of the discount, and the structure has changed. for years it was a small flat fee per redemption. more recently Amazon moved much of this to a per-coupon fee plus a percentage of coupon-attributed sales, which can change the economics, especially on higher-priced items. Amazon adjusts these fees periodically, so do not run the math on a remembered or stale rate. before launching, verify the current coupon fee structure in the Seller Central coupon dashboard and plug the live numbers into the math.

If the post-coupon contribution is at or below zero, the coupon is a loss machine. For launch you may accept a thin or zero margin deliberately. for an evergreen coupon you may not.

Two separate thresholds: coupon minimum vs Deal badge

These are different programs with different rules. do not conflate them.

• Coupon discount minimum. Amazon enforces a minimum coupon discount, which has been 5 percent. There are also reference-price rules (the coupon price must sit a set amount below the recent/was price) and a maximum. A coupon below the minimum, or one that fails the reference-price check, will not run. Amazon can change these thresholds, so confirm the current minimum in the coupon dashboard before you build the offer.
• Deal badge (Lightning Deal, Best Deal). This is a separate promotion type, not a coupon, and it requires a deeper discount than a coupon does, commonly in the 15 to 20 percent range, varying by deal type and the product's price history. If your goal is a Deal badge rather than a coupon badge, plan for that larger discount and check the deal-specific requirement in the Deals dashboard.

Step by step

1. Collect inputs. Price, unit cost, referral fee percent, FBA fee, the goal, and any deadline (a storage-fee date, a launch window).

2. Set depth from the goal, using the table.

3. Pick the format, percentage or dollar off, by which number looks bigger to the shopper at this price point.

4. Run the margin math. Post-coupon contribution equals price minus coupon minus referral fee minus FBA fee minus unit cost minus the current coupon fee (verify the live fee structure in the dashboard before launching, since it has shifted from a flat per-redemption fee toward a per-coupon fee plus a percentage of coupon sales). State the number.

5. Decide go or no-go. If contribution is positive, run it. If zero or negative, it is acceptable only for launch or clearance, and say so explicitly.

6. Set the window and budget. Coupons run until the budget is spent. Cap the budget so a viral redemption does not blow past the plan.

7. Run the quality check, then deliver.

Output format

## Coupon Plan. [product]

Goal: [goal]
Format: [percentage / dollar off] . Depth: [X]
Shopper sees: ["X% off" or "$X off"]

### Margin math
Price [$] . coupon [-$] . referral fee [-$] . FBA [-$] . unit cost [-$] . coupon fee [-$ live rate]
Post-coupon contribution: [$]
Verdict: [profitable / launch-only / clearance-only / do not run]

### Run plan
Budget cap: [$]   Window: [dates or until budget]

Worked example

Product at 45 USD, unit cost 14, referral fee 15 percent, FBA fee 6. Goal: conversion lift on a stalled listing.

Depth 12 percent, 5.40 USD off. Format: percentage. at 45 USD, "12% off" reads cleaner than "$5 off" even though the math is identical. Margin math: 45 minus 5.40 minus 6.75 referral minus 6 FBA minus 14 cost minus the current coupon fee (pull the live fee structure from the dashboard) leaves roughly 12 USD contribution before that fee. Apply the live coupon fee to confirm it stays positive, then run it, budget capped at a defined dollar amount.

Quality check

• The depth is set by the stated goal, not picked arbitrarily.
• The format choice is justified by which number looks bigger to the shopper.
• Post-coupon contribution is computed including the current coupon fee, pulled live from the dashboard.
• A zero or negative contribution coupon is flagged as launch-only or clearance-only.
• The coupon budget is capped so redemptions cannot overshoot.

Common mistakes

• Forgetting the coupon fee. Amazon charges a coupon fee on top of the discount, and it can be a per-coupon fee plus a percentage of coupon sales. margin math that omits it is wrong.
• Going deep for visibility. A healthy listing needs the badge, not a 25 percent cut. The badge earns the click at 5 percent.
• No budget cap. A coupon that goes mildly viral can redeem far past plan.
• Wrong format. "8% off" on a 12 USD item looks like nothing. dollar-off vs percentage is a real lever.
• Evergreen coupons at zero margin. Acceptable for launch, not as a permanent state.

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