You can access the Reddit Pain Point Monitor 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

$echo '{
<  "redditItems": [
<    {
<      "permalink": "https://www.reddit.com/r/SaaS/comments/example/crm_sync_is_painful/",
<      "headline": "CRM sync is painful for our sales team",
<      "textBody": "We keep losing leads because our CRM and email tools do not sync. Looking for an alternative that is less expensive.",
<      "communityTag": "r/SaaS",
<      "voteScore": 42,
<      "commentTotal": 18
<    }
<  ],
<  "manualItems": []
<}' |
<apify call runtime/reddit-pain-point-monitor --silent --output-dataset

Reddit Pain Point Monitor - Lead Intelligence API through CLI

The Apify CLI is the official tool that allows you to use Reddit Pain Point Monitor locally, providing convenience functions and automatic retries on errors.

Install Apify CLI

Using installation script (macOS/Linux):

$curl -fsSL https://apify.com/install-cli.sh | bash

Using installation script (Windows):

$irm https://apify.com/install-cli.ps1 | iex

Using Homebrew:

$brew install apify-cli

Using npm:

$npm install -g apify-cli

Other API clients include:

Reddit Pain Point Monitor API in Python

Reddit Pain Point Monitor API in JavaScript

Reddit Pain Point Monitor OpenAPI definition

Reddit Pain Point Monitor API

Reddit Scraper for Leads & Pain Points

runtime/reddit-scraper

Scrape Reddit posts, comments, communities, and profiles for lead research, pain point discovery, social listening, and AI-ready market intelligence workflows.

scraping automation

5.0

Reddit Audience Research

ddtech/reddit-audience-research

Discover audiences, find pain points, and detect buying intent across Reddit. 11 actions for market research, product validation, and competitor analysis. AI-enriched output with automatic pain point and buying intent detection.

ddtech solution

Reddit Pain Point & Buying Signal Scraper

happyfhantum/reddit-community-opportunity-finder

Search Reddit for complaints, recommendations, alternatives, and buying-intent signals.

Kelsey Todd

Reddit Pain Radar

sebarb/reddit-pain-radar

Score summarized public Reddit pain signals into buyer types, risk flags, product angles, and first paid offer ideas.

Seba

Reddit Lead Gen Scraper

sentry/reddit-lead-gen-scraper

Find Reddit leads by keyword — scrape posts & comments mentioning your product, niche, or pain points. Filter by subreddit, score & time. Export structured data for outreach, sales prospecting & competitor research.

Sentry

Reddit Scraper

janbruinier/jan-reddit-scraper

Scrape posts and comments from Reddit

Jan Bruinier

Reddit Buying Signal Detector

werednalux/reddit-buying-signal-detector

Monitor Reddit for B2B buying signals in real time. Detects prospects actively seeking solutions, scores buyer intent (0-100), identifies tech stack and pain points. Covers 10 industry verticals. Optional AI enrichment with outreach suggestions. Built for sales, marketing, and growth teams.

Andrew Luxem

Reddit Lead Qualifier

delightful_unicorn/reddit-lead-qualifier

Extract purchase-intent and product-experience posts from Reddit with integrated sentiment analysis and lead scoring. Turn Reddit conversations into qualified sales leads.

Alessandro Amato

HN/Reddit Pain Point Miner

ianymu/hn-reddit-pain-miner

Scrape Hacker News + Reddit for posts where developers complain about AI coding agents (Claude / Cursor / Copilot / Cline). Ranks each post 0-100 by pain signal so founders and PMs get a fast list of validated MVP ideas without manually browsing for hours.

Yanlong Mu

Hacker News Idea & Pain Point Finder

bohard/hacker-news-idea-finder

Search Hacker News for posts where people complain about problems and ask for tools. Find validated pain points, startup ideas and market-research signals.