Plan and optimize Amazon promotional deals — Lightning Deals, Best Deals, Coupons, and Prime Exclusive Discounts. Evaluate deal ROI, timing, and strategy for maximum sales impact.
Supported platforms: Amazon、Shopify、WooCommerce、Walmart、TikTok Shop、Etsy、eBay、BigCommerce。
How to use
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Features
- Deal type selection (Lightning Deals, Best Deals, Coupons, Prime Exclusive Discounts)
- Deal ROI calculator (cost vs incremental sales)
- Optimal timing and seasonal planning
- Deal volume inventory preparation
- Deal stacking strategy (Coupons + Deals + PPC)
- Post-deal momentum capture plan
How it works
Step 1: Gather information from the user message — product, platform, current situation, and goals.
Step 2: Ask all follow-up questions at once in multiple-choice format. Allow shorthand answers (e.g., "1b 2c 3a").
Step 3: Use the frameworks and methodology below to conduct research and analysis.
Deal type comparison and selection framework
- Lightning Deals: Highest visibility on the deals page and product detail page. Runs 4-12 hours, requires application weeks in advance, fixed fee (about $150-$500). Best for: new product ranking boosts, inventory clearance, peak season traffic competition. Short duration, high cost, strict eligibility requirements.
- 7-Day Deals (Best Deals): Similar to Lightning Deals but runs for 7 days. Lower cost. Best for: sustained ranking pushes, large inventory clearance.
- Coupons: Self-service discounts with a green "Coupon" badge. Per-redemption fee ($0.60) + discount amount. High flexibility, can be set up at any time. Best for: everyday promotions, A/B testing.
- Prime Exclusive Discounts: Prime members only, requires at least a 20% discount. Strong "strikethrough price" psychological effect.
Deal ROI calculation model
ROI = (Incremental profit from extra sales + long-term ranking benefits) / Total deal cost
Cost components:
- Discount given (difference between original price and deal price)
- Deal application fee
- Coupon redemption fee
- Possible increased ad spend during the deal period
Incremental sales calculation:
- Not all sales during a deal period are "incremental" — some would have happened anyway
- Only sales above the normal baseline = true deal contribution
- Key input: historical daily average sales data for an accurate baseline
Stacking strategy framework
- Definition: Using multiple promotion types simultaneously to achieve a deeper discount effect.
- Example: Coupon + Prime Exclusive Discount + ads → final price far below the original price.
- Risk: Excessive stacking can lead to unprofitable deals.
- Prevention: Calculate the final "floor price" before launch — ensure it is above the break-even point.
- Sequential stacking: Set the member discount first, then add a coupon after the deal ends to achieve a phased effect.
Post-Deal Momentum Strategy
- Ranking benefit: After the deal ends, products typically gain ranking improvement due to increased sales velocity.
- Converting to sustained growth depends on:
- Deal sales volume being large enough to meaningfully improve BSR ranking
- Maintaining inventory, ad spend, and review accumulation after the deal to capture new traffic
- Risk: Stockouts or cutting ad budget after the deal = rapid ranking decline.
Timing and Seasonality Framework
- Peak season: Prime Day (July), Black Friday/Cyber Monday (November), Christmas (December).
- Competitive calendar: Avoid overlapping with major competitor promotions whenever possible.
- Inventory planning: Align deal timing with inventory turnover cycles.
Data Sources
- web_fetch scrapes lightning deals, deal prices, and coupon campaigns from Amazon.
- Fee structures come from Amazon seller official policies (public information).
- User provides: current price, cost structure, normal daily average sales, inventory, deal budget, specific goals (ranking improvement, clearing inventory, new product launch).
Limitations
- Even with full eligibility, deal approval is not guaranteed. Amazon reviews based on category saturation, deal calendar, and competition.
- Incremental sales estimates have inherent uncertainty — affected by market competition and fluctuations in consumer demand.
- Price cannot be modified after the deal goes live — if competitors launch promotions, no adjustment is possible.
- Frequent deep discounts may train consumers to wait for sales, harming full-price sales.
- New buyers during the deal may leave negative reviews if disappointed, harming long-term competitiveness.
- Cross-marketplace deals require separate planning — Prime Day timing differs for each marketplace.
Step Four: Provide structured, actionable output with specific recommendations, not vague guidance.