You can access the Reddit Pain Point Miner 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 API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1import { ApifyClient } from 'apify-client';
2
3// Initialize the ApifyClient with your Apify API token
4// Replace the '<YOUR_API_TOKEN>' with your token
5const client = new ApifyClient({
6    token: '<YOUR_API_TOKEN>',
7});
8
9// Prepare Actor input
10const input = {
11    "records": [
12        {
13            "id": "rd-demo-001",
14            "subreddit": "smallbusiness",
15            "title": "Looking for an affordable review-monitoring tool",
16            "body": "Need a simple alternative to enterprise tools for five locations.",
17            "score": 184,
18            "upvoteRatio": 0.96,
19            "numComments": 73,
20            "observedAt": "2026-08-02T10:00:00Z",
21            "productWorkflow": "reddit-pain-point-miner"
22        }
23    ],
24    "previousRecords": [
25        {
26            "id": "rd-demo-001",
27            "subreddit": "smallbusiness",
28            "title": "Review monitoring options?",
29            "body": "Comparing tools.",
30            "score": 24,
31            "upvoteRatio": 0.82,
32            "numComments": 9,
33            "observedAt": "2026-08-01T10:00:00Z",
34            "productWorkflow": "reddit-pain-point-miner"
35        }
36    ]
37};
38
39// Run the Actor and wait for it to finish
40const run = await client.actor("night111/reddit-pain-point-miner").call(input);
41
42// Fetch and print Actor results from the run's dataset (if any)
43console.log('Results from dataset');
44console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
45const { items } = await client.dataset(run.defaultDatasetId).listItems();
46items.forEach((item) => {
47    console.dir(item);
48});
49
50// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

Reddit Pain Point Miner API in JavaScript

The Apify API client for JavaScript is the official library that allows you to use Reddit Pain Point Miner API in JavaScript or TypeScript, providing convenience functions and automatic retries on errors.

Install the apify-client

$npm install apify-client

Other API clients include:

Reddit Pain Point Miner API in Python

Reddit Pain Point Miner API through CLI

Reddit Pain Point Miner OpenAPI definition

Reddit Pain Point Miner API

Reddit Purchase Intent Leads

night111/reddit-purchase-intent-leads

Turn Reddit post or comment records into ranked, evidence-backed Reddit demand signals.

ng. night

Reddit Scraper

khaki_yak/reddit-scraper

AI Automation

Reddit Scraper

alex_claw/reddit-scraper

Alex Claw

Reddit Scraper

scraply/reddit-scraper

Scraply

Reddit Scraper

botflowtech/reddit-scraper

Reddit Scraper

BotFlowTech

Reddit Pain Point and Trend Miner

ghostgrid/reddit-pain-point-miner

Mine Reddit pain points using public Reddit endpoints when available, with PullPush archive fallback for post-level data when Reddit blocks cloud traffic.