Review Pain Miner API

[💵 $5.00 / 1K] Turn product reviews into ranked pain themes, severity, trend signals, evidence, and recommended actions.

Pricing

$5.00 / 1,000 review pain insight rows

Rating

0.0

(0)

Developer

WebData Labs

Actor stats

Bookmarked

Total users

Monthly active users

6 days ago

Last modified

Categories

Developer tools

Automation

You can access the Review Pain Miner API 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 = { "reviews": [
9        {
10            "id": "r1",
11            "text": "The app keeps crashing whenever I upload a photo.",
12            "rating": 1,
13            "date": "2026-06-01",
14            "version": "4.1",
15        },
16        {
17            "id": "r2",
18            "text": "Still crashes after the latest update and support never replies.",
19            "rating": 1,
20            "date": "2026-06-15",
21            "version": "4.2",
22        },
23        {
24            "id": "r3",
25            "text": "Photo upload is slow and sometimes shows an error.",
26            "rating": 2,
27            "date": "2026-07-01",
28            "version": "4.2",
29        },
30        {
31            "id": "r4",
32            "text": "I was charged after cancelling my subscription.",
33            "rating": 1,
34            "date": "2026-07-05",
35            "version": "4.2",
36        },
37        {
38            "id": "r5",
39            "text": "Please add an export button. The navigation is confusing.",
40            "rating": 3,
41            "date": "2026-07-08",
42            "version": "4.2",
43        },
44        {
45            "id": "r6",
46            "text": "The app crashes on startup and I cannot login.",
47            "rating": 1,
48            "date": "2026-07-10",
49            "version": "4.2",
50        },
51    ] }
52
53# Run the Actor and wait for it to finish
54run = client.actor("webdata_labs/review-pain-miner-api").call(run_input=run_input)
55
56# Fetch and print Actor results from the run's dataset (if there are any)
57print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
58for item in client.dataset(run["defaultDatasetId"]).iterate_items():
59    print(item)
60
61# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Review Pain Miner API API in Python

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

Install the apify-client