How to Build an Automated Lead Generation Pipeline with Apify and n8n in 2026

Why Manual Lead Generation Is Costing You Time and Money

In 2026, the fastest-growing sales teams aren't hiring more SDRs — they're building smarter pipelines. Manual prospecting is slow, inconsistent, and expensive. Meanwhile, businesses using automated lead generation workflows are reporting up to 65% more qualified leads at a fraction of the cost of dedicated lead gen subscriptions.

The secret weapon? Combining Apify — the world's most powerful web scraping platform — with n8n, the open-source workflow automation tool that's rapidly becoming the go-to choice for technical teams. Together, they form a pipeline that can scrape business data, enrich it, filter it, and push it straight into your CRM — fully automated, 24/7.

In this guide, I'll walk you through exactly how to build this pipeline from scratch.

Why Apify + n8n Is the Perfect Combination

Most lead generation tools either do the scraping or the automation — rarely both, and rarely well. Here's why this stack stands out:

• Apify handles the hard parts: proxy rotation, anti-bot detection, headless browser rendering, and data extraction. It has 1,500+ pre-built Actors covering Google Maps, LinkedIn, Amazon, Instagram, and more.
• n8n handles everything after: filtering, enriching, deduplicating, routing, and pushing data to your tools — with 1,000+ integrations including HubSpot, Airtable, Slack, Google Sheets, and any REST API.
• No infrastructure headaches: Apify runs your scrapers in the cloud; n8n can be self-hosted or cloud-hosted. No servers to manage for the core workflow.
• Cost-effective: Apify's free plan gives $5/month in credits — enough to scrape hundreds of leads. n8n's community edition is fully free to self-host.

What You'll Build: Google Maps → CRM in 4 Steps

Here's the workflow we'll construct:

1. Trigger: A scheduled n8n cron node fires every Monday at 8 AM
2. Scrape: Apify's Google Maps Scraper Actor runs and collects local businesses (name, address, phone, website, email if available)
3. Filter & Enrich: n8n cleans the data — removes duplicates, filters by rating, checks for missing emails
4. Push to CRM: Qualified leads land in HubSpot (or Google Sheets, Airtable, your choice)

Step 1: Set Up Apify and Get Your API Token

First, create a free account at apify.com. Navigate to Settings → Integrations and copy your API token.

The Actor we'll use is the Google Maps Scraper (compass/crawler-google-places) — one of Apify's most popular and reliable Actors with over 100,000 runs per month.

Test it manually first in the Apify Console:

{
  "searchStringsArray": ["digital marketing agency London"],
  "maxCrawledPlaces": 50,
  "language": "en"
}

You'll see structured output with business names, addresses, phone numbers, ratings, websites, and sometimes emails. Apify handles all the geo-targeting, pagination, and anti-blocking automatically.

Step 2: Connect Apify to n8n

In your n8n instance, install the official Apify community node:

npm install @apify/n8n-nodes-apify

Then in n8n's settings under Community Nodes, add @apify/n8n-nodes-apify. Once installed, you'll see Apify nodes available in the node panel.

Add your Apify credentials in n8n's Credentials section using your API token. The official node uses OAuth2-style token auth — name it something like Apify Production.

Step 3: Build the n8n Workflow

Here's the node-by-node breakdown:

Node 1: Schedule Trigger

Add a Schedule Trigger node set to Every Week on Monday at 08:00. This kicks off the entire pipeline automatically.

Node 2: Apify — Run Actor

Add the Apify node, set operation to Run Actor, and configure:

• Actor ID: compass/crawler-google-places
• Input: JSON with your target query, location, and max results
• Wait for finish: Enabled (the node polls until the run completes)

Node 3: Apify — Get Dataset Items

After the run finishes, add another Apify node with operation Get Dataset Items to pull the actual results from the completed run.

Node 4: Code Node — Filter and Clean

Use an n8n Code node to filter results:

const items = $input.all();
return items.filter(item => {
  const d = item.json;
  return (
    d.totalScore >= 4.0 &&
    d.reviewsCount >= 10 &&
    (d.website || d.phone)
  );
}).map(item => ({
  json: {
    name: item.json.title,
    phone: item.json.phone,
    website: item.json.website,
    address: item.json.address,
    rating: item.json.totalScore,
    reviews: item.json.reviewsCount,
    category: item.json.categoryName
  }
}));

Node 5: Push to Google Sheets (or HubSpot)

Add a Google Sheets node set to Append Row to dump qualified leads into a spreadsheet. Or use the HubSpot node to create contacts directly in your CRM. Either way, you now have fresh, qualified leads appearing every Monday morning — zero manual effort.

Advanced: Adding Email Enrichment

Many Google Maps listings don't include emails. To enrich, add a HTTP Request node between the filter and the CRM push, calling an email finder API like Hunter.io or Snov.io with the company domain:

GET https://api.hunter.io/v2/domain-search
  ?domain=example.com
  &api_key=YOUR_KEY
  &limit=1

Pass the website field from Apify's output as the domain. This turns a phone-only lead into a fully enriched contact with email — dramatically increasing outreach effectiveness.

Real-World Results and ROI

Teams using Apify + n8n lead generation pipelines report:

• 65% more qualified leads compared to manual prospecting
• 80% reduction in prospecting time — salespeople focus on closing, not research
• $0.002–$0.01 per lead at scale using Apify's compute units pricing
• Typical setup time: 2–4 hours for a production-ready pipeline

One SaaS company running this workflow for their EMEA expansion scraped 3,200 relevant businesses in a single Apify run, filtered them down to 840 qualified leads, and pushed them to HubSpot — all in under 40 minutes of automated processing.

Scheduling Multiple Actors for Different Niches

The real power unlocks when you run multiple parallel workflows — one targeting SaaS companies via LinkedIn scraping, another targeting local businesses via Google Maps, another monitoring job boards for hiring signals. With n8n's workflow branching and Apify's 1,500+ Actors, you can build a multi-channel, intent-driven lead generation engine that adapts to your exact ICP (Ideal Customer Profile).

A production setup might look like:

• Monday: Google Maps scraper → local service businesses in target cities
• Wednesday: LinkedIn Company Scraper → recently funded startups (hiring signal)
• Friday: Website Change Detector → track competitor pricing pages

Build Your Lead Generation Machine Today

The Apify + n8n stack gives you enterprise-grade lead generation capabilities at startup prices. Whether you're generating leads for your own business or building this as a service for clients, the combination of Apify's scraping power and n8n's workflow flexibility is unmatched in 2026.

Need a custom automated lead generation pipeline built for your business? Youssef Farhan at automationbyexperts.com specializes in building exactly these kinds of systems — Apify integrations, n8n workflows, Python automation, and end-to-end data pipelines. Get in touch today and let's build your lead generation machine.