Scrapes Amazon for high-demand, low-competition products, analyzes reviews for improvements, calculates profit margins, creates optimized listings, and produ...
Slug: ai-amazon-product-dominator
Display Name: AI Amazon Product Dominator — Find Winning Products & Crush the Competition Before You Launch
Changelog: v1.0.0 — Scrapes Amazon for high-demand low-competition products, reverse-engineers top competitor listings, mines 1-star reviews for product improvement angles, calculates real profit margins, generates an optimized listing with SEO keywords, and produces a product launch video via InVideo AI. Powered by Apify + InVideo AI + Claude AI.
Tags: amazon fba product-research ecommerce apify invideo private-label listing-optimization keyword-research dropshipping profit-margin product-launch
Category: E-commerce / Amazon FBA
Powered by: Apify + InVideo AI + Claude AI
Input a niche or product category. Get a complete Amazon product domination report — winning products identified, competitor weaknesses exposed, real profit margins calculated, fully optimized listing written, and a product launch video produced. Launch smarter. Win faster.
Amazon FBA is a $600 billion marketplace. Every year, thousands of entrepreneurs try to launch on Amazon — and 80% fail because they picked the wrong product or launched without understanding the competition.
This skill gives every Amazon seller the same intelligence that professional product research agencies charge $2,000–$5,000 per report for. In 10 minutes. For under $3.
Target audience: Amazon FBA sellers, private label entrepreneurs, Shopify sellers expanding to Amazon, dropshippers, e-commerce agencies, product sourcing consultants. That's millions of active sellers worldwide.
What gets automated:
| Tool | Purpose |
|---|---|
| Apify — Amazon Product Scraper | BSR, reviews, pricing, sales estimates per ASIN |
| Apify — Amazon Reviews Scraper | 1-star & 2-star competitor reviews — product improvement goldmine |
| Apify — Amazon Keyword Scraper | Search volume, CPC, keyword difficulty |
| Apify — Google Trends Scraper | Demand trajectory — seasonal or evergreen? |
| Apify — Reddit Scraper | r/BuyItForLife, r/amazonreviews — real buyer language |
| InVideo AI | Produce product launch video for Amazon listing & ads |
| Claude AI | Opportunity scoring, listing writing, launch strategy, margin calculation |
INPUT: Niche or product category + target marketplace + budget
↓
STEP 1 — Product Opportunity Scan
└─ Scrape top 100 products in niche by BSR
└─ Extract: monthly sales estimate, review count, avg rating, price
└─ Flag: high revenue + low review count = entry opportunity
↓
STEP 2 — Competition Depth Analysis
└─ Top 10 competitors: review quality, listing quality, brand strength
└─ Identify weak listings: poor photos, thin bullets, low keyword use
└─ Detect private label vs brand — easier to compete vs brand
↓
STEP 3 — 1-Star Review Mining (The Secret Weapon)
└─ All 1-star & 2-star reviews of top 5 competitors
└─ Categorize complaints: quality, packaging, missing feature, sizing
└─ These complaints = your product differentiation checklist
↓
STEP 4 — Profit Margin Calculation
└─ Estimated product cost (from Alibaba/sourcing benchmarks)
└─ Amazon FBA fees (weight + category based)
└─ Referral fee (% of sale price)
└─ Estimated PPC cost per unit
└─ Net margin at current market price
↓
STEP 5 — Keyword Research
└─ Primary keywords: highest volume, direct match
└─ Long-tail keywords: lower competition, high intent
└─ Backend keywords: hidden search terms competitors miss
└─ PPC keyword clusters: exact / phrase / broad
↓
STEP 6 — Claude AI Writes Optimized Amazon Listing
└─ Title: keyword-rich, within character limit, benefit-led
└─ 5 bullet points: feature + benefit + differentiator structure
└─ Description: story-driven, keyword-natural, conversion-focused
└─ Backend search terms: 250 bytes of hidden keywords
↓
STEP 7 — Launch Strategy
└─ Day 1–7: keyword ranking plan (honeymoon period tactics)
└─ Review velocity: how many reviews needed to compete
└─ PPC structure: launch campaign + defensive campaign
└─ Break-even timeline at different sales velocity scenarios
↓
STEP 8 — InVideo AI Produces Product Video
└─ 30-second product showcase video for listing main image
└─ 60-second ad video for Sponsored Brand campaigns
└─ Increases conversion rate 15–25% vs image-only listings
↓
OUTPUT: Opportunity report + competitor analysis + listing copy + launch plan + product video
{
"research": {
"niche": "insulated water bottles",
"marketplace": "amazon.com",
"budget": {
"product_sourcing": 3000,
"launch_ppc_budget": 1500,
"target_selling_price": 28.99
}
},
"criteria": {
"min_monthly_revenue": 10000,
"max_review_count_top_competitor": 2000,
"min_profit_margin": 25,
"avoid_seasonal": false,
"target_bsr_range": "top 5000 in category"
},
"production": {
"invideo_api_key": "YOUR_INVIDEO_API_KEY",
"video_style": "clean_product_showcase"
},
"apify_token": "YOUR_APIFY_TOKEN"
}
{
"market_overview": {
"niche": "Insulated Water Bottles",
"products_analyzed": 200,
"avg_monthly_revenue_top_10": "$47,200",
"avg_review_count_top_10": 3847,
"opportunity_score": 74,
"verdict": "🟡 COMPETITIVE BUT WINNABLE — Strong demand, established players. Win with differentiation from review mining."
},
"top_opportunities": [
{
"rank": 1,
"opportunity_score": 88,
"product_angle": "32oz Insulated Bottle with Built-in Fruit Infuser + Straw",
"why_this_angle": "Top competitor gets 340 complaints about: no straw included, no infuser option, lid leaks. Zero competitor combines all 3 fixes in one product.",
"market_data": {
"estimated_monthly_searches": "74,000 (insulated water bottle)",
"niche_monthly_searches": "18,200 (insulated bottle with straw)",
"top_competitor_monthly_revenue": "$52,400",
"top_competitor_review_count": 1847,
"entry_barrier": "Medium — beatable with 200–300 reviews + strong listing"
},
"competitor_weaknesses": {
"source": "847 one-star and two-star reviews analyzed",
"top_complaints": [
{ "issue": "Lid leaks when tipped sideways", "frequency": "234 mentions", "your_fix": "Redesigned leak-proof lid — test to 45 degree angle" },
{ "issue": "No straw included — hard to drink during exercise", "frequency": "189 mentions", "your_fix": "Include 2 straws + cleaning brush in every box" },
{ "issue": "Condensation on outside despite 'insulated' claim", "frequency": "156 mentions", "your_fix": "Double-wall vacuum insulation, tested to 24-hour cold retention — call it out explicitly in listing" },
{ "issue": "Too heavy for gym bag", "frequency": "98 mentions", "your_fix": "Ultra-light design — highlight weight in grams in title" }
]
},
"profit_analysis": {
"target_selling_price": "$28.99",
"estimated_product_cost_fob": "$4.20",
"fba_fulfillment_fee": "$3.42",
"amazon_referral_fee": "$4.35 (15%)",
"estimated_ppc_cost_per_unit": "$3.80",
"total_costs_per_unit": "$15.77",
"net_profit_per_unit": "$13.22",
"net_margin": "45.6%",
"monthly_profit_at_500_units": "$6,610"
},
"keyword_strategy": {
"primary": ["insulated water bottle with straw", "leak proof water bottle", "32oz water bottle insulated"],
"long_tail": ["water bottle with fruit infuser and straw", "insulated bottle for gym", "leakproof insulated bottle 32oz"],
"backend_terms": "bpa free water bottle gym bottle hydration bottle cold water bottle sports bottle vacuum insulated",
"estimated_ppc_cpc": "$0.82 avg"
},
"optimized_listing": {
"title": "Insulated Water Bottle with Straw & Fruit Infuser | 32oz Leak-Proof Vacuum Flask | 24hr Cold | Lightweight BPA-Free | Gym Sports Travel",
"bullet_1": "✅ LEAK-PROOF GUARANTEE — Our redesigned lid seals at 45° with zero drips. Throw it in your gym bag, car cupholder or hiking pack — it won't leak. Period.",
"bullet_2": "🥤 STRAW + INFUSER INCLUDED — 2 straws, 1 fruit infuser basket and a cleaning brush in every box. Hydrate hands-free during workouts, or infuse with lemon, mint and cucumber for spa-water vibes.",
"bullet_3": "🧊 REAL 24-HOUR COLD RETENTION — Double-wall vacuum insulation tested to keep drinks ice cold for 24 hours and hot for 12. No condensation on the outside. Ever.",
"bullet_4": "⚖️ SURPRISINGLY LIGHTWEIGHT — At just 310g (11oz), it's 22% lighter than comparable insulated bottles. You'll forget it's in your bag until you need it.",
"bullet_5": "💚 BPA-FREE & LIFETIME WARRANTY — Food-grade 18/8 stainless steel. Zero plastic contact with your drink. Backed by our lifetime warranty — if it breaks, we replace it. No questions.",
"description": "Most insulated water bottles fail at the basics. They leak. They're heavy. They don't come with a straw. We built this bottle by reading 800+ competitor reviews and fixing every single complaint...",
"backend_keywords": "water bottle insulated vacuum flask straw infuser leakproof gym bottle sports bottle BPA free 32oz cold water bottle hydration bottle"
},
"launch_strategy": {
"week_1_2": "Set launch price at $22.99 with 30% coupon. Run exact match PPC on top 5 keywords. Target 2 sales/day minimum for BSR momentum.",
"week_3_4": "Remove coupon, raise to $25.99. Expand to phrase match. Request reviews via Vine program (15 units).",
"month_2": "Hit 50+ reviews, raise to full $28.99. Add Sponsored Brand campaign. Expand to long-tail keywords.",
"break_even_timeline": "Month 2 at 300+ units/month",
"review_target_by_day_90": "75 reviews minimum to compete in top 20"
}
}
],
"product_video": {
"listing_script": "Meet the last water bottle you'll ever buy. Leak-proof lid. Built-in straw. Fruit infuser included. 24-hour cold retention. And at just 310 grams — the lightest insulated bottle in its class. Everything your current bottle doesn't do. Done.",
"ad_script": "Tired of water bottles that leak, weigh a ton, and don't come with a straw? We fixed every complaint. Introducing the [Brand] 32oz. Leak-proof. Lightweight. Straw included. Fruit infuser included. Cleaning brush included. $28.99 — and backed by a lifetime warranty. Try one today.",
"duration": "listing: 30s, ad: 60s",
"status": "produced"
}
}
You are a world-class Amazon FBA product researcher, listing copywriter, and launch strategist.
PRODUCT DATA: {{amazon_bsr_and_sales_data}}
COMPETITOR REVIEWS: {{one_and_two_star_reviews}}
KEYWORD DATA: {{search_volume_and_cpc}}
MARKET TRENDS: {{google_trends_data}}
BUYER LANGUAGE: {{reddit_and_review_quotes}}
RESEARCH BRIEF:
- Niche: {{niche}}
- Marketplace: {{marketplace}}
- Target price: ${{target_price}}
- Budget: ${{budget}}
- Min margin: {{min_margin}}%
GENERATE COMPLETE AMAZON PRODUCT DOMINATION REPORT:
1. Market overview + opportunity score (0–100)
2. Top 3 product angles based on review mining:
- Specific unmet need from competitor complaints
- How many reviews mention this problem (exact count)
- Your product differentiation to solve it
3. Full profit analysis per unit:
- Product cost (FBO estimate)
- FBA fees (weight-based)
- Referral fee
- PPC cost estimate
- Net profit + net margin %
4. Keyword strategy:
- 5 primary keywords with search volume
- 10 long-tail keywords
- Backend keyword string (250 bytes)
- Estimated PPC CPC
5. Fully optimized Amazon listing:
- Title (200 chars max, keyword-rich, benefit-led)
- 5 bullet points (start with emoji + benefit, include differentiator)
- Description (keyword-natural, story-driven, 2000 chars)
- Backend search terms
6. 90-day launch strategy:
- Weeks 1-2: pricing + PPC structure
- Weeks 3-4: review velocity plan
- Month 2: scale strategy
- Break-even timeline
7. Two video scripts: 30s listing video + 60s ad video
LISTING COPY RULES:
- Every bullet must lead with the BENEFIT, not the feature
- Use buyer language from review mining — exact phrases they use
- Title must include primary keyword in first 5 words
OUTPUT: Valid JSON only. No markdown. No preamble.
| Research | Apify Cost | InVideo Cost | Total | Agency Price |
|---|---|---|---|---|
| 1 niche full report | ~$0.70 | ~$3 | ~$3.70 | $2,000–$5,000 |
| 5 niches compared | ~$3.50 | ~$15 | ~$18.50 | $10,000–$25,000 |
| Monthly niche monitoring | ~$3/month | ~$3 | ~$6/month | $1,000–$3,000/month |
💡 Start free on Apify — $5 credits included 🎬 Produce your product videos with InVideo AI
| User | How They Use It | Revenue |
|---|---|---|
| Amazon FBA Seller | Launch winning products with full intel | $10K–$100K/month per product |
| Product Research Agency | Deliver reports to FBA clients | $2,000–$5,000 per report |
| Private Label Brand | Dominate niches with review-mined differentiation | Build $1M brand |
| E-commerce Consultant | Add product research as premium service | +$3,000–$8,000 per client |
| Dropshipper | Validate products before listing | Avoid dead inventory |
| Feature | Jungle Scout ($49/mo) | Helium 10 ($99/mo) | AI Amazon Product Dominator |
|---|---|---|---|
| Product opportunity scoring | ✅ | ✅ | ✅ |
| 1-star review mining for differentiation | ❌ | ❌ | ✅ |
| Full profit margin calculator | Partial | Partial | ✅ |
| Optimized listing written | ❌ | ❌ | ✅ |
| 90-day launch strategy | ❌ | ❌ | ✅ |
| Product launch video produced | ❌ | ❌ | ✅ |
| Monthly cost | $49 | $99 | ~$6 |
Step 1 — Get your Apify API Token
Go to: Settings → Integrations → API Token
Step 2 — Get your InVideo AI account
Go to: Settings → API → Copy your key
Step 3 — Input your niche & run
Category + budget + target price. Full domination report in 10 minutes.
Powered by Apify + InVideo AI + Claude AI
ZIP package — ready to use