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Marketing automation: guides & tutorials

Marketing automation uses Apify scrapers to refresh leads and pricing—sync CRM rows and ad audiences from daily datasets instead of week-old CSV reimports.

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Marketing automation uses scrapers to refresh leads and pricing, then sync CRM rows and ad audiences from daily datasets instead of week-old CSV reimports. These guides cover wiring scraping into marketing ops.

Automating the data refresh keeps audiences and enrichment current without manual exports. Apify feeds the pipeline on a schedule. Below you will find tutorials for automated marketing data flows.

Related topics

Self-hosting6 min read

Mautic vs Listmonk: Email Automation vs Newsletter Tool (2026)

· 6 min read
Yassine El Haddad
Software Developer & Automation Specialist

Mautic and Listmonk are the two most common self-hosted answers to Mailchimp and HubSpot email — but they solve different problems. Listmonk is a high-performance newsletter sender. Mautic is a full marketing automation platform with drip campaigns, lead scoring, landing pages, and CRM-lite features. Picking the wrong one means either paying for complexity you don't need or hitting a ceiling on automation you can't reach.

Self-hosting17 min read

Twenty CRM + Mautic + Chatwoot: Full OSS GTM Stack on Liquid Web (2026)

· 17 min read
Yassine El Haddad
Software Developer & Automation Specialist

TL;DR

  • One docker-compose.yml: Twenty CRM + Mautic + Chatwoot + PostgreSQL + MariaDB + Redis + Caddy
  • Measured idle RAM: ~3.0 GB; peak: ~4.5 GB on a 16 GB VPS
  • Minimum Liquid Web tier: 16 GB Managed VPS (~$30/mo)
  • HubSpot Marketing Hub Pro + CRM + Service Hub Pro: $800–$1,340+/mo; this stack: ~$30/mo

HubSpot charges separately for CRM, marketing automation, and customer support — and the Professional tier alone runs $800/mo before seat costs. This guide deploys all three functions with open-source equivalents: Twenty CRM for pipeline management, Mautic for email marketing and lead scoring, and Chatwoot for multi-channel support — on a single Liquid Web 16 GB VPS using one Compose file.

Self-hosting22 min read

Listmonk + Postal + Billionmail: Self-Hosted Email Infrastructure on Liquid Web (2026)

· 22 min read
Yassine El Haddad
Software Developer & Automation Specialist

TL;DR

  • One docker-compose.yml: Listmonk (newsletters) + Postal (SMTP delivery) + Billionmail (IP reputation) + PostgreSQL 16 + MySQL 8.0 + RabbitMQ + Redis 7 + Caddy
  • Measured idle RAM: 2.4 GB; peak: 3.5 GB (10k Listmonk campaign + Postal queue flush)
  • Requires an 8 GB VPS with a dedicated IP — self-hosted email is an ops commitment, not a drop-in replacement
  • Replaces Mailchimp Essentials ($20/mo) + Postmark ($15/mo for 10k emails) with unlimited sending at ~$33/mo VPS + dedicated IP
  • Postal requires MySQL 8.0 and RabbitMQ — read the first-run section carefully before starting

This guide deploys a three-layer self-hosted email stack: Listmonk handles subscriber lists and campaign management, Postal provides the SMTP delivery engine with bounce processing and DKIM signing, and Billionmail monitors IP reputation and blacklist status. Together they replace the Mailchimp + Postmark combination for teams that want full control over their email infrastructure.

Self-hosting15 min read

Medusa + Mautic + Chatwoot: Self-Hosted Shopify Alternative on Liquid Web (2026)

· 15 min read
Yassine El Haddad
Software Developer & Automation Specialist

TL;DR

  • One docker-compose.yml: Medusa.js (headless commerce) + Mautic (email automation) + Chatwoot (customer support) + PostgreSQL + MariaDB + Redis + Caddy
  • Measured idle RAM: ~2.8 GB; peak: ~4.2 GB (10 concurrent Chatwoot conversations + active Mautic campaigns)
  • Minimum Liquid Web tier: 8 GB Managed VPS (~$33–$40/mo)
  • Shopify Basic ($79/mo) + Klaviyo ($45/mo) + Gorgias ($10/mo) = $134/mo plus transaction fees; this stack: ~$33/mo with 0% transaction fees

Shopify bundles storefront hosting, payment processing, and a basic admin — but the moment you add email automation (Klaviyo) and customer support (Gorgias), costs compound fast. This guide deploys the open-source equivalents: Medusa.js for headless commerce, Mautic for email and marketing automation, and Chatwoot for multi-channel customer support — on a single Liquid Web 8 GB VPS, wired together so new orders automatically flow into Mautic campaigns and Chatwoot agents can look up order history without leaving the conversation.

Self-hosting15 min read

Plausible + Formbricks + Mautic: Privacy-First Analytics-to-Nurture Stack (2026)

· 15 min read
Yassine El Haddad
Software Developer & Automation Specialist

TL;DR

  • One docker-compose.yml: Plausible + Formbricks + Mautic + PostgreSQL 16 + ClickHouse + MariaDB 10.11 + Redis + Caddy
  • Measured idle RAM: ~2.3 GB; peak: ~3.5 GB (500 Plausible events/min + 50 active surveys + Mautic sending a 2k campaign)
  • Minimum Liquid Web tier: 8 GB Managed VPS (~$30–$40/mo)
  • GA4 (free) + Typeform ($50/mo) + ActiveCampaign ($49/mo) = $99/mo; this stack: ~$30/mo on your own server

Most SaaS teams have three separate tools that should talk to each other but don't: an analytics platform, a user feedback tool, and an email automation platform. The data lives in three silos. You see a traffic spike in GA4, you have NPS responses in Typeform, and you have email segments in ActiveCampaign — but you can't close the loop automatically. This stack connects all three: Plausible fires a goal event when a user reaches a key page, Formbricks uses that signal to trigger an NPS survey, and a Formbricks webhook pushes the response straight into Mautic where a campaign branches on score.

Make3 min read

Make.com Content Marketing Automation: Ideation, Publishing, and Reporting

· 3 min read
Yassine El Haddad
Software Developer & Automation Specialist

Publishing consistently is hard when teams spend most of their time moving content between tools. Make automates ideation, draft packaging, publishing handoffs, social distribution, and reporting—without removing editorial control. This guide covers two core blueprints and a content operations stack.

Start building content automation.

Make3 min read

Make.com YouTube Automation: Publishing, Analytics, and Cross-Channel Promotion

· 3 min read
Yassine El Haddad
Software Developer & Automation Specialist

Manual YouTube operations waste creator and marketing bandwidth. Make automates new upload promotion, weekly analytics digests, playlist management, and cross-channel distribution. Keep quality control in place; automate the repetitive steps. This guide covers workflows and guardrails.

Start your YouTube automation.

Guides on this site

Frequently asked questions

Frequently Asked Questions

Scraping feeds fresh data into marketing automation platforms: new competitor price changes trigger alert emails, new job postings at target accounts enroll them in ABM sequences, and review sentiment shifts trigger product feedback reports. Apify webhooks connect actor outputs to HubSpot, Marketo, or Klaviyo workflows.

Lead enrichment workflows that add company size and tech stack from public sources; competitor monitoring alerts that trigger sales team notifications; content distribution workflows that repurpose scraped news into social posts; and churn prevention workflows triggered by competitor price drops. All rely on fresh, accurate scraped inputs.

Use Apify webhooks to POST dataset rows to your marketing platform API on run completion. Make.com and Zapier have native connectors for HubSpot, Mailchimp, and ActiveCampaign. For complex routing logic, n8n provides full code nodes alongside pre-built connectors for multi-step marketing automation workflows.

Stale contact data causes bounces that hurt deliverability. Incorrect firmographic data misqualifies leads. Extraction errors produce garbled personalization fields that erode recipient trust. Validate scraped data against known patterns before injecting into customer-facing workflows. Monitor bounce rates and personalization field completeness post-send.