Toolradar Research
Data reports on the state of B2B software.
First-party analyses built from our 9,024-tool catalog. Pricing benchmarks, adoption patterns, free trial norms, category trends. Verified, methodology-published, updated on a quarterly cadence.
The LLM Citation Index 2026: How Software Discovery Actually Works Now
Toolradar receives 95k pageviews/month. 30% from Bing, 24% DuckDuckGo, 16% ChatGPT. Google is 1.5%. The B2B software discovery layer is now LLM-mediated. First-party data on which page types get cited, which LLMs cite which content, and what it means.
Read the reportB2B SaaS Go-to-Market 2026: What 9,024 Tools Reveal About Launch Channels
Most GTM playbooks describe the top 5% of launches. We pulled discovery source + press coverage data on 9,024 B2B SaaS tools. 92% launch with no tracked channel. Product Hunt is freemium-only. Only 25 tools have 100+ press mentions. Real GTM data, not survivorship bias.
Read the reportSaaS Pricing Models 2026: Patterns Across 2,575 Paid Tools
How B2B SaaS actually structures pricing in 2026. Three-tier default (35%), single-tier surprise (19%), per-seat myth busted (only 8%), free trial cadence (14-day modal). First-party data from 2,575 paid tools.
Read the reportState of AI Adoption 2026: What 2,427 AI Tools Reveal
First-party analysis of 2,427 AI tools across 27 sub-categories. The split between vertical AI (70%+ paid, $100+ tiers) and horizontal AI (60%+ freemium, $20-50 anchor). Free trial gap, pricing distribution, top-scored tools. Updated quarterly.
Read the reportB2B SaaS Pricing Benchmarks 2026: What 9,024 Tools Reveal
First-party pricing analysis of 9,024 published B2B SaaS tools. Real distribution of paid vs freemium vs free, starting tier prices, free trial duration norms, and category-by-category breakdowns. Updated quarterly.
Read the reportMethodology
How we build these reports
Every report is built from our internal database of 9,024 published B2B software tools. We extract pricing tiers, trial information, category assignments, and editorial scores directly from each vendor's official site, then verify the data against the vendor's pricing page weekly. Reports update on a quarterly cadence; the "next update" date on each report shows when the data will be refreshed.
Full methodology