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

Categories

E-commerce

Integrations

Other

You can access the Amazon Review Unmet Needs Extractor 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.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = { "productUrls": ["https://www.amazon.com/dp/B09XS7JWHH"] }
9
10# Run the Actor and wait for it to finish
11run = client.actor("trovevault/amazon-review-unmet-needs-extractor").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
15for item in client.dataset(run["defaultDatasetId"]).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Amazon Review Gap Finder - Unmet Needs API in Python

The Apify API client for Python is the official library that allows you to use Amazon Review Unmet Needs Extractor API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Amazon Review Unmet Needs Extractor API in JavaScript

Amazon Review Unmet Needs Extractor API through CLI

Amazon Review Unmet Needs Extractor OpenAPI definition

Amazon Review Unmet Needs Extractor API

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