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Best G2 Scrapers in 2026: Software Reviews, Ratings, and Competitor Data

Best G2 Scrapers in 2026: Software Reviews, Ratings, and Competitor Data

via Dev.to Pythonagenthustler

G2.com is the largest B2B software review platform — over 2 million verified reviews across 100K+ products. If you work in SaaS, sales, or market research, G2 data is gold: star ratings, detailed user reviews, competitor grids, pricing intel, and buyer intent signals. But G2 doesn't offer a public API. So if you need this data at scale, you need a scraper. In this guide, I'll cover what G2 data is available, the best tools to extract it, and how to automate the whole pipeline. What Data Can You Get From G2? G2 pages are structured around products, categories, and reviews. Here's what's scrapable: Product profiles : Name, description, category, pricing tier, vendor info Star ratings : Overall score, individual dimension ratings (ease of use, support, etc.) User reviews : Full text, pros/cons, reviewer role and company size, date posted Competitor grids : G2's own quadrant data showing market leaders vs. niche players Alternatives & comparisons : Which products users evaluated together T

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