Guide to structured data extraction covering HTML parsing, CSS selectors, XPath, JSON-LD, microdata, API alternatives, cleaning pipelines and storage formats.
How to use Airtable databases for managing email contact lists, tracking campaigns and building outreach workflows covering base design, views, automations, scripting and integrations with email tools.
How to use email data, domain research, job postings and public records to build competitive intelligence on rival companies including org structure, hiring patterns, technology stack and market positioning.
Step-by-step guide to using Excel Power Query for cleaning, transforming, deduplicating and standardising email lists including splitting columns, fixing domains, merging sources and automating workflows.
How to use first-party and third-party intent data to identify in-market prospects for email outreach covering intent signal types, data sources, scoring models, workflow integration and measurement.
How to use Notion databases for managing email contact lists, tracking outreach campaigns and building lightweight CRM workflows covering database design, formulas, templates, automations and integrations.
Ethical guidelines for web scraping covering robots.txt, rate limiting, terms of service, data protection, server impact and responsible data handling.
How to use web scraping for B2B lead generation covering target site identification, scraping techniques, data cleaning, legal considerations and workflow integration.
Guide to web scraping for market research covering competitive monitoring, pricing intelligence, review analysis, job posting analysis, trend tracking and implementation approaches.
Comparison of web scraping and API access for data collection covering reliability, cost, legal considerations, data quality, rate limits and choosing the right approach.
Clear explanation of the differences between web scraping and web crawling, how each works, common use cases, and which approach fits different data collection needs.
Practical tips for extracting email addresses from large numbers of files, including how to organise batches, handle file size limits and deduplicate across runs.