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Marketing: guides & tutorials

Capture ads, pricing, and competitor moves to benchmark campaigns with live intel. Pipe web snapshots into stacks via Apify automation and datasets.

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Marketing teams capture ads, pricing, and competitor moves to benchmark campaigns with live intel. These guides cover piping web snapshots into your stack via Apify automation and datasets.

Fresh competitive data beats stale quarterly reports for fast-moving campaigns. Apify schedules the collection and delivers it where marketers work. Below you will find tutorials for marketing intelligence.

Related topics

MCP11 min read

Top 10 MCP Servers for Marketing, Prospecting & Business Growth (2026)

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

Model Context Protocol (MCP) servers extend Claude Desktop and Claude Code with live access to external tools: Customer Relationship Management (CRM) data, web scraping, email, spreadsheets, and more. For marketing and sales teams, the right MCP server combination turns Claude into a research assistant, CRM manager, and content producer, all from a chat interface.

This guide covers 10 high-impact MCP servers for non-engineering business functions, with installation instructions and real-world usage examples. If you do not have a Claude account yet, you can try Claude free for a week and set these up the same day.

TL;DR:

#MCP ServerBusiness functionBest for
1ApifyWeb scraping, lead dataMarket research, lead gen, competitive intel
2HubSpotCRM operationsContact management, deal tracking
3Google SheetsReporting, data managementFinancial reports, metrics dashboards
4GmailEmail operationsOutreach, follow-ups, support
5SlackTeam communicationAlerts, summaries, reporting
6Brave SearchWeb searchMarket research, trend analysis
7Google DriveDocument managementContracts, proposals, shared docs
8NotionKnowledge managementWikis, project tracking, meeting notes
9StripePayment operationsRevenue tracking, customer billing
10Google CalendarSchedulingMeeting prep, availability, follow-ups

Prerequisites:

  • Claude Desktop installed (download)
  • MCP works on Claude Free with usage limits; Claude Pro (~$20/mo) raises limits for heavier business use
  • Budget 15+ minutes per server (OAuth / Google Cloud setup often takes longer than API-key-only servers)
Lead generation4 min read

Data Operations for Agencies: Scaling Outbound Extraction (2026)

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

Growth agencies often run on thin margins. Paying for manual data entry or expensive legacy lead lists (ZoomInfo, Apollo.io) can eat most of the profit on a campaign.

Many RevOps and marketing ops teams build automated extraction pipelines instead: pull data from the web, enrich it, and feed CRMs or competitive intel. Running that work on the Apify serverless platform lets you turn raw web data into a repeatable service you can sell across clients.

Below are two pipeline patterns agencies use a lot in practice.

B2B6 min read

Lead Generation with Web Scraping: Data, Sources & CRM Workflow (2026)

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

Purchased lists go stale fast, overlap with competitors, and bounce. Scraping public business and professional signals—then enriching, validating, and syncing—gives you a pipeline you control.

Quick Answer

Web scraping automates B2B lead collection from Google Maps, LinkedIn, company directories, and websites. Tools like Apify turn hours of manual prospecting into minutes of configured runs plus quality checks.

This article covers what data to collect, where to get it, an automation workflow, enrichment, and CRM integration. For ready-made tools, start with lead generation in the Apify Store.

Automation7 min read

Instagram Scraper Tutorial (2026): Profiles, Posts, Hashtags, Followers & Comments

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

Quick answer: Apify's Instagram Scraper extracts profiles, posts, hashtags, followers, and comments from Instagram. No coding required. Run from the Apify Store with a free account.

You need public Instagram data at scale—profiles, posts, hashtag feeds, follower lists, comments—without maintaining proxies, sessions, or brittle scripts. This tutorial walks through the Instagram Scraper on Apify: inputs, outputs, a realistic JSON sample, use cases, and what private or logged-in-only data cannot be collected ethically through a Store Actor.

Guides on this site

Frequently asked questions

Frequently Asked Questions

Marketers scrape competitor pricing, ad creative, SEO rankings, social media engagement, and review sentiment to inform strategy. Apify scheduled actors deliver fresh intelligence to dashboards daily without manual research. Common use cases include competitive positioning, market share estimation, and identifying content gaps from competitor blogs.

Competitor pricing (for positioning and repricing), SERP positions for target keywords (for SEO strategy), review sentiment across platforms (for product and messaging improvements), and share-of-voice in social conversations (for brand health). Each has different freshness requirements and different risk profiles for automated collection.

Monitor competitor homepages, pricing pages, and blog for changes using diffing logic. Track their SERP positions weekly. Scrape review platforms monthly for sentiment trends. Combine in a single dashboard. Use Apify change detection actors to alert your team only when meaningful updates occur rather than sending noisy raw diffs.

Scraping competitor public pricing and content is generally permitted; republishing it is not. Avoid scraping personal contact data for unsolicited marketing—GDPR and CAN-SPAM have strict rules. Social media ToS restrict automated competitive monitoring. Document your use cases and review them with legal annually as regulations evolve.