Prompt Details
Model
Chat - (gpt-6-luna)
Token size
1,417
Example input
[STORE NICHE, PLATFORM AND BRAND POSITIONING]: Lumina Botanics — Clean clinical skincare brand selling on Shopify D2C; premium minimalist aesthetic that avoids cheap discount-bin sales.
[HERO PRODUCT, RETAIL PRICE AND COGS]: Vitamin C Brightening Serum (30ml) — Retail Price: $54, Landed COGS: $9.
[SLOW-MOVING INVENTORY, PRICE AND COGS]: Rosehip Hydrating Facial Mist (50ml) — Retail Price: $28, Landed COGS: $3.50 (400 excess units sitting in warehouse).
[CURRENT AOV AND MINIMUM MARGIN GOAL]: Current AOV: $62. Target Minimum Blended Gross Margin: 70%.
[PROMO OCCASION AND INVENTORY GOAL]: Black Friday / Cyber Monday (BFCM) 48-Hour VIP Event; goal is to liquidate 400 units of the Facial Mist and push AOV above $85.
Example output
Lumina Botanics: BFCM 48-Hour VIP Revenue Playbook
Strategy: Sell the skincare routine, not the discount. Use the Vitamin C Brightening Serum ($54, COGS $9) as the hero, position the Rosehip Hydrating Facial Mist ($28, COGS $3.50) as a curated companion, and tie the mist to a profitable cart threshold.
Module 1 — Unit Economics and Offer Matrix
1. Baseline Single-Unit Sale:
- Serum at full price: Pays $54.00 | COGS $9.00 | Gross Profit $45.00 | Margin 83.33% | AOV Impact: -$8.00
- Serum at 20% off: Pays $43.20 | COGS $9.00 | Gross Profit $34.20 | Margin 79.17% | AOV Impact: -$18.80 (Drops profit by $10.80/order without moving excess mist stock).
2. Tiered Spend Threshold (WINNING CFO RECOMMENDATION):
- Spend $100+ -> Receive the Rosehip Facial Mist FREE ($28 value).
- Qualifying Example (2 Serums + 1 Free Mist): Customer Pays $108.00 | Total COGS $21.50 | Gross Profit $86.50 | Blended Gross Margin 80.09% | AOV Impact: +$46.00 vs $62 baseline.
- CFO Verdict: Clears 10.09 percentage points above the 70% margin floor. The gift costs $3.50 in COGS while delivering $28 in perceived value.
3. Volume / Multi-Buy Tier:
- 2 Serums at 10% off: Pays $97.20 | COGS $18.00 | Gross Profit $79.20 | Margin 81.48% | AOV Impact: +$35.20.
Module 2 — Bundle and Cross-Sell Architect
1. The "Core Upgrade" Bundle — The Daily Glow Pair ($74 | Value $82 | Saves $8):
- Breakdown: 1x Vitamin C Serum + 1x Rosehip Facial Mist.
- Economics: COGS $12.50 | Gross Profit $61.50 | Margin 83.11%.
- Hook: Two simple steps for a more considered daily skincare routine: Vitamin C serum paired with a hydrating facial mist. Get both together for $74, with $8 off their combined regular price.
2. The "Ultimate System / Gift" Bundle — The Complete Ritual Set ($139 | Value $164 | Saves $25):
- Breakdown: 2x Vitamin C Serum + 2x Rosehip Facial Mist.
- Economics: COGS $25.00 | Gross Profit $114.00 | Margin 82.01%.
- Hook: One set to keep and one to share, or a well-stocked routine for the months ahead. The Complete Ritual Set brings four skincare essentials together for $139, saving $25 compared with buying each product separately.
3. The "Mystery / VIP Add-On" In-Cart Upsell — The Hydration Extra ($14 Add-On | Value $28 | Saves $14):
- Breakdown: 1x Rosehip Hydrating Facial Mist (1-click post-add-to-cart offer).
- Economics: Incremental COGS $3.50 | Incremental Profit $10.50 | Margin 75.00%.
- Hook: Add a little extra hydration to your order for half the regular price, available exclusively during our 48-hour VIP event. It's an easy way to keep a mist at home and another in your everyday bag.
Module 3 — 48-Hour Flash Sale & Liquidation Campaign
- Announcement Bar: 48 hours for your skincare ritual. Spend $100, receive a $28 Rosehip Mist on us.
- Cart Drawer Hook: You're $X away from your complimentary $28 Rosehip Mist.
- Email 1 (Hour 0 — The VIP Value Drop): Subject: "A little something extra for your skincare routine." Introduces the 48-hour VIP event where orders of $100+ unlock a complimentary 50ml Rosehip Mist ($28 value) with zero discount codes required.
- Email 2 (Hour 24 — The Value Breakdown): Subject: "Let's talk about the little extra in your cart." Breaks down the math ($100 spend = $28 gift for $0) and highlights the $74 Daily Glow Pair for shoppers seeking a lower entry point.
- Email 3 (Hour 42 — The Ethical Final Call): Subject: "A final note before your VIP event closes." 12-hour closing notice emphasizing the strict 400-unit gift allocation limit.
- Bonus SMS Blast: Lumina VIP: 12 hours left! Spend $100+ and get a $28 Rosehip Mist free while stock lasts. Shop now: [link] Reply STOP to opt out.
Module 4 — CFO Protection and A/B Test
1. Margin Guardrails:
- Prevent discount stacking: Disable incompatible coupon codes on bundles and the free-gift offer.
- Threshold calculation: Evaluate the $100 threshold on post-discount merchandise subtotal (excluding tax and shipping).
- Inventory cap: Hard-cap the promotional allocation at 400 units so the gift auto-removes once depleted.
2. A/B Split-Test Blueprint:
- Variant A (Percentage-Off): "Save 20% on your skincare favorites this BFCM."
- Variant B (Free-Bonus Value): "Spend $100, receive a $28 Rosehip Mist on us."
- Hypothesis: Free-bonus framing produces higher Net Profit per Visitor ((Revenue - COGS - Variable Costs - Ad Spend) / Unique Visitors) by lifting AOV above $100 while preserving full price on hero stock.
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GPT-6-LUNA
Stop killing your profit margins with flat 20% discounts. This Mega-Prompt acts as an Elite E-Commerce CFO & Retention Strategist to build high-margin product bundles, unit-economics-backed promo campaigns, dead-stock liquidation funnels, and high-converting urgency copy.
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