Pricing

from $4.25 / 1,000 gaps

Amazon Review Unmet Needs Extractor

Scrape 2-4 star Amazon reviews and identify recurring product gaps, unmet needs, and improvement opportunities. Two analysis modes: AI-powered gap clustering (Groq or OpenAI) or keyword frequency analysis with AFINN sentiment scoring - no AI required.

Pricing

from $4.25 / 1,000 gaps

Rating

0.0

(0)

Developer

Trove Vault

Actor stats

Bookmarked

Total users

Monthly active users

6 days ago

Last modified

Configure MCP server with Amazon Review Gap Finder - Unmet Needs

Get a ready-to-use configuration for your MCP client with the Amazon Review Gap Finder - Unmet Needs Actor preconfigured at mcp.apify.com?tools=trovevault/amazon-review-unmet-needs-extractor .

You can connect to the Apify MCP Server using clients like Tester MCP Client, or any other MCP client of your choice.

If you want to learn more about our Apify MCP implementation, check out our MCP documentation. To learn more about the Model Context Protocol in general, refer to the official MCP documentation or read our blog post.

AI Product Opportunity Finder

piotrv1001/ai-product-opportunity-finder

The AI Product Opportunity Finder scrapes real customer reviews from Amazon product pages and uses AI to surface top strengths, repeated complaints, unmet needs, listing improvements, marketing angles, and cross-product comparisons — ideal for Amazon sellers, brands, and product researchers.

FalconScrape

Amazon Product Data Scraper

delicious_zebu/amazon-product-data-scraper

Scrape detailed Amazon product data, including ratings, prices, availability, and reviews, from any custom list or keyword search. Fast, precise, and tailored for your needs!

ВAH

173

4.8

AliExpress Scraper + AI Analysis

buseta/aliexpress-advanced-scraper

AI-powered AliExpress scraper with fake review detection, sentiment analysis, and quality scoring. Scrape products, reviews, seller data, shipping info, and variants. 4 modes: Search, Category, Product URLs, Store. AI analysis powered by Claude — no API key needed.

buseta

Amazon Reviews Scraper

optimus-fulcria/amazon-reviews-scraper

Scrape Amazon product reviews with ratings, sentiment analysis, and summary stats. All major Amazon domains.

Fulcria Labs

Amazon Product Intelligence - AI Product Analysis

webdatalabs/amazon-product-intelligence

Analyze any Amazon product or niche with AI. Get opportunity scores, review sentiment analysis, pricing recommendations, listing optimization suggestions, and market gap reports. Search multiple niches in a single run. Pay only for what you use.

WebDataLabs

Amazon Product Scraper

cerebral_aluminum/amazon-product-scraper

Benny

Amazon Product Scraper — Search Results, Prices, Reviews & Rank

sovereigntaylor/amazon-product-scraper

Scrape Amazon product search results at scale. Extract product titles, prices, ratings, review counts, ASINs, images, Prime eligibility, seller info, and brand names from any Amazon marketplace. Supports Amazon.com, Amazon.co.uk, Amazon.de, Amazon.fr, Amazon.it, Amazon.es, Amazon.ca, Amazon.com.au,

Ricardo Akiyoshi

116

Amazon Product Review

pintostudio/amazon-product-review

The Amazon Product Review Scraper is an Apify actor that lets you extract comprehensive review data from Amazon product pages

Pinto Studio

130

Amazon Product Reviews Scraper

getdataforme/amazon-product-reviews-scraper

Amazon Product Reviews Scraper extracts customer reviews from Amazon product pages. Provide product URLs and proxy settings (Apify Proxy), and retrieve structured JSON with profile name, review text, rating, and review date. Supports batch URL processing. Great for sentiment and market analysis