You can access the Agency Review Intelligence — Pain Points & Email 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

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    "sourceDatasetId": "",
12    "agencyRecords": [
13        {
14            "name": "Northstar Studio",
15            "websiteUrl": "https://example.com",
16            "rating": 4.2,
17            "reviews": [
18                "The team delivered excellent design work, but weekly communication was sometimes slow.",
19                "Strong strategy and quality. The final milestone arrived two weeks late."
20            ],
21            "sourceReference": "internal-crm-2026-07"
22        }
23    ],
24    "maxAgencies": 25,
25    "websiteEnrichment": true,
26    "maxWebsitePages": 3,
27    "responseFormat": "concise",
28    "maxConcurrency": 4
29};
30
31// Run the Actor and wait for it to finish
32const run = await client.actor("muhammadafzal/analyze-agency-reviews").call(input);
33
34// Fetch and print Actor results from the run's dataset (if any)
35console.log('Results from dataset');
36console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
37const { items } = await client.dataset(run.defaultDatasetId).listItems();
38items.forEach((item) => {
39    console.dir(item);
40});
41
42// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

Agency Review Intelligence — Pain Points & Email API in JavaScript

The Apify API client for JavaScript is the official library that allows you to use Agency Review Intelligence — Pain Points & Email 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:

Agency Review Intelligence — Pain Points & Email API in Python

Agency Review Intelligence — Pain Points & Email API through CLI

Agency Review Intelligence — Pain Points & Email OpenAPI definition

Agency Review Intelligence — Pain Points & Email API

GitHub Issues Scraper for Product Pain Points

happyfhantum/github-issue-pain-signal-finder

Find recurring complaints and product pain points in public GitHub issues.

Kelsey Todd

Review Pain-Point Miner

mrprince90/review-painpoint-miner

Mine public reviews from Amazon, Trustpilot, and Google Play to score product pain points fast with keyword heuristics.

Mr Prince

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

Travel Agency Email Scraper

contacts-api/travel-agency-email-scraper

Travel agency email scraper to extract verified travel agency emails from tourism websites, business directories, and agency listings 📧✈️ Perfect for partnerships, marketing outreach, and travel industry lead generation.

Lead Heaven

App Review Pain Miner - AI Product Intelligence from Reviews

george.the.developer/app-review-pain-miner

Mine app store reviews to uncover user pain points, feature requests, and sentiment. AI-powered product intelligence from real customer feedback.

George Kioko

Google Play Review Pain Miner

creative_maitake/google-play-review-pain-miner

Mine low-star public Google Play reviews into scored product pain points and grouped app opportunity ideas.

Brian Murray

App Store Review Pain Miner

creative_maitake/app-store-review-pain-miner

Mine low-star public App Store reviews into scored product pain points and grouped app opportunity ideas.

Brian Murray

Clutch Reviews Scraper - Agency Client Reviews

parseforge/clutch-reviews-scraper

Scrape verified client reviews, ratings, and project details from any Clutch.co agency or company profile. Export to CSV, Excel, JSON, or XML.

ParseForge

GoodFirms Scraper - Agency Reviews

alizarin_refrigerator-owner/goodfirms-scraper

Extract agency profiles, reviews, ratings & service offerings from GoodFirms. Ideal for B2B lead generation, competitor analysis & agency research.

The Howlers

Reddit Pain Point Monitor Scraper

datapilot/reddit-pain-point-monitor-scraper

Monitor real user complaints from Reddit with this actor. Search posts by keyword, detect pain points, classify complaint types such as pricing, bugs, support, UX, product quality, and shipping issues, calculate pain scores, extract subreddit and discussion links, remove duplicates, and export clean