Amazon Product Opportunity Gap Scorer
Pricing
Pay per usage
Score imported Amazon/product-research rows into opportunity bands, gap types, risk flags, missing evidence, and sourcing next actions. Use it after an Amazon scraper, Seller Central export, research-tool CSV, spreadsheet, or manual research.
You can access the Amazon Product Opportunity Gap Scorer programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.
1from apify_client import ApifyClient2
3# Initialize the ApifyClient with your Apify API token4# Replace '<YOUR_API_TOKEN>' with your token.5client = ApifyClient("<YOUR_API_TOKEN>")6
7# Prepare the Actor input8run_input = {9 "mode": "items",10 "items": [11 {12 "asin": "B0GOOD123",13 "title": "Silicone drawer organizer set",14 "marketplace": "US",15 "category": "Kitchen",16 "price": 29.99,17 "reviewCount": 142,18 "rating": 4.2,19 "bestSellerRank": 1850,20 "sellerCount": 2,21 "monthlySales": 1200,22 "marginPercent": 38,23 "url": "https://www.amazon.com/dp/B0GOOD123",24 "features": [25 "silicone",26 "dishwasher safe",27 "space saving",28 ],29 },30 {31 "ASIN": "B0QUAL123",32 "productTitle": "Stackable pantry organizer bins",33 "country": "US",34 "department": "Home",35 "currentPrice": 24.5,36 "ratingsCount": 310,37 "stars": 3.7,38 "rank": 4200,39 "sellers": 2,40 "estimatedMonthlySales": 600,41 "profitMargin": 31,42 "complaints": "Customers complain about cracked lids and weak handles.",43 "productUrl": "https://www.amazon.com/dp/B0QUAL123",44 },45 {46 "asin": "B0RISKY",47 "title": "Seasonal fragile glass diffuser with patent note",48 "marketplace": "US",49 "category": "Home",50 "price": 32,51 "reviewCount": 90,52 "rating": 4.1,53 "bestSellerRank": 2100,54 "sellerCount": 1,55 "monthlySales": 900,56 "marginPercent": 42,57 "riskNotes": "Potential patent issue, fragile packaging, seasonal demand.",58 "url": "https://www.amazon.com/dp/B0RISKY",59 },60 ],61 "sellerProfile": {62 "targetMarketplace": "US",63 "targetCategories": [64 "Kitchen",65 "Home",66 ],67 "avoidCategories": ["Supplements"],68 "targetKeywords": [69 "silicone",70 "organizer",71 ],72 "avoidKeywords": ["medical"],73 "minPrice": 15,74 "maxPrice": 60,75 "minMarginPercent": 25,76 "maxReviewCount": 500,77 "minRatingGap": 0.3,78 "maxSellers": 5,79 "maxWeightLb": 3,80 "riskKeywords": [81 "patent",82 "hazmat",83 "gated",84 "fragile",85 "seasonal",86 ],87 "capitalBudget": 5000,88 },89 "scrapedAt": "2026-07-08T00:00:00.000Z",90}91
92# Run the Actor and wait for it to finish93run = client.actor("rotvuvo/amazon-product-opportunity-gap-scorer").call(run_input=run_input)94
95# Fetch and print Actor results from the run's dataset (if there are any)96print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])97for item in client.dataset(run["defaultDatasetId"]).iterate_items():98 print(item)99
100# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-startThe Apify API client for Python is the official library that allows you to use Amazon Product Opportunity Gap Scorer API in Python, providing convenience functions and automatic retries on errors.
Install the apify-client
$pip install apify-clientOther API clients include: