You can access the Reddit Demand Signal 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 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 = {}
9
10# Run the Actor and wait for it to finish
11run = client.actor("glowing_glove/reddit-demand-signal-miner").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

Reddit Demand Signal Miner API in Python

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

Install the apify-client

$pip install apify-client

Other API clients include:

Reddit Demand Signal Miner API in JavaScript

Reddit Demand Signal Miner API through CLI

Reddit Demand Signal Miner OpenAPI definition

Reddit Demand Signal Miner API

Reddit Demand Signal Miner

techionik9993/reddit-demand-signal-miner

Run Reddit Demand Signal Miner to collect structured public web data with source URLs, clean dataset rows, and guarded execution controls.

Techionik

Reddit Pulse

dizilus/reddit-pulse

Extract Reddit posts, comments, users, and subreddit metadata at scale — and turn them into structured signals. Find your next SaaS idea, monitor brand mentions, mine pain points, or feed an AI / RAG pipeline. No Reddit API key, no login, no developer registration.

Henil Mehta

Facebook Groups Scraper - Posts & Comments [NO LOGIN] ✅

unseenuser/fb-groups

A Facebook Groups API alternative. Extract posts from any public Facebook group - text, author, reactions, comment counts, top comments and timestamps. No login, no cookies, public groups only. We never touch member lists or private data. Full comment threads and replies as add-ons.

Unseen User

5.0

(3)

Reddit User Scraper — Posts, Comments & Profile

signalengine/reddit-user-scraper

Scrape any Reddit user's recent posts and comments plus the websites they've shared — login-free, no proxy. One profile record per user.

James Taylor

ATS Jobs Scraper — Greenhouse, Lever & Workday ✅ No Auth

themineworks/ats-jobs

Scrape live job listings directly from Greenhouse, Lever, Workday & Ashby ATS boards. Pass company slugs, get clean unified job data. No login, no anti-bot, pay per job. Hiring-signal & recruiting feeds. Use it as an MCP server in Claude, ChatGPT & AI agents.

The Mine Works

🔥 Reddit Scraper + Ads Library - Posts [NO COOKIES] ✅

unseenuser/Reddit-Scraper

The most complete Reddit scraper on Apify. Extract posts, comments with full reply chains, subreddit metadata, user profiles, AND ads from the Reddit Ads Library - all without API keys, cookies, or login. Built for market researchers, content marketers, and competitive intel teams.

Unseen User

5.0

(1)

Reddit Lead Finder — Buyer-Intent Posts

signalengine/reddit-lead-finder

Turn Reddit into B2B sales leads. Scan subreddits for buyer-intent posts ("looking for", "alternative to", "recommendations for") and get each as a ready-to-action lead: subreddit, user, post title and a direct link to the thread.

James Taylor

Facebook Comment Scraper - Posts & Reels [NO COOKIES] ✅

unseenuser/fb-comments

Pull every comment from any public Facebook post or reel: text, timestamp, reply count, author, and a full per-reaction breakdown (like, love, care, haha, wow, sad, anger and more). Fetch threaded replies on demand. No login, no cookies. Built for sentiment, NLP and social listening.

Unseen User

5.0

(3)

TikTok Trends Scraper [NO COOKIES] ✅

unseenuser/TikTok-Search-Scraper

Scrape what's trending on TikTok by country: hashtags, sounds, creators, and users. No TikTok account, API key, or login. Built for content strategists, e-commerce brands, and trend researchers who need to spot trends before they peak. Export JSON, CSV, Excel.

Unseen User

5.0

(3)

TikTok Followers & Following Scraper [NO LOGIN] ✅

unseenuser/tiktok-followers-following-scraper

Bulk-scrape any TikTok user's followers and following lists. Get handles, names, follower counts, bios, regions. Built for lead gen, network mapping, influencer research, and ICP validation. No login, no cookies. Cheaper than every cookie-based alternative.

Unseen User

5.0

(3)