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12 Best B2B Database Providers Compared (2026 Guide)
ZoomInfo, Apollo, Cognism and 9 more B2B database providers ranked on price, accuracy and refresh rate. Plus the on-demand alternative most teams overlook.
Journal
The Fullscraper journal
Field notes, guides and deep dives on B2B scraping, GDPR compliance and data-driven outbound. No growth hype, just signal.
12 min readlinkedin
LinkedIn Scraper 2026: 12 Tools Ranked for Every Use Case
The 12 LinkedIn scrapers that actually work in 2026. Pricing, data quality, anti-detection, and which one wins for profiles, Sales Nav, leads, and done-for-you.
12 min readamazon
Amazon Review Scraper 2026: 3 Methods + Which One Fits You
Scrape Amazon reviews by ASIN in 2026: Python script, no-code tool, or managed delivery. Real code, costs, anti-bot pitfalls, and when each method breaks.
14 min readphantombuster
PhantomBuster Alternatives: 10 Tools Compared for 2026
Tested 10 PhantomBuster alternatives for LinkedIn, Google Maps and B2B data extraction. Pricing, features, and when a managed service beats DIY in 2026.
11 min readlinkedin
LinkedIn Lead Generation Service: What You're Actually Paying For in 2026
Full-service agencies charge $5k-$15k/mo bundling data + outreach. If you already run your own SDRs, you just need the data. Pay per profile instead.
13 min readlinkedin
How to Scrape LinkedIn in 2026: Profiles, Jobs, Companies
Scrape LinkedIn profiles, jobs, and companies the right way. Public endpoints, Python code, anti-detection tactics, and the hiQ v. LinkedIn legal ground.
3 min readb2b
B2B Data Extraction: Build vs Buy in 2026
A decision framework for growth teams choosing between in-house scraping and managed data delivery. Real numbers, honest tradeoffs.