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Practical, no-fluff guides to extracting structured review data, for competitive intelligence, hospitality analytics, and AI pipelines.

G2 · How-to

How to Scrape G2 Reviews for Competitive Intelligence

What you can extract, why DIY breaks, and how to get clean structured G2 data in minutes.

 G2 · Compare

Best G2 Review Scraper in 2026: Tool vs DIY vs Official

An honest comparison across cost, structure, reliability, and the fields that matter.

 Travel · How-to

How to Scrape Trip.com & Ctrip (携程) Hotel Reviews

Both the global and mainland-China datasets in one run, sub-ratings, owner responses, travel type.

More from FactDen

Blog · dev.to

I Scraped 50,000 G2 Reviews to Map the 2026 SaaS Battlecard Atlas

Our data-led report on competitor switching, incentivized reviews, and category sentiment across 25 SaaS products.

 Free sample · CSV

Free G2 sample dataset (2,500 rows)

A real sample of structured G2 review data, 32 fields per row. Explore it before you run the actor.