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153 articles in this category · page 8 of 13
UserTesting acquired UserZoom in 2022 — so in 2026 they are effectively one enterprise platform. We break down what each brought, the $25K-$100K+/yr pricing, what both still miss (the why behind behavior), and the AI-native alternative that costs a fraction.
Koji Team · June 29, 2026 · 12 min read
A head-to-head Typeform vs Jotform comparison for 2026 — pricing, response limits, templates, completion rates, and features. Plus why both are static forms that cannot probe why, and how AI-moderated interviews go further.
Koji Team · June 27, 2026 · 11 min read
A head-to-head Hotjar vs Microsoft Clarity comparison for 2026 — pricing, heatmaps, session recordings, data retention, and AI. Plus why behavioral analytics shows you what users do, not why, and how AI-moderated interviews close the gap.
Koji Team · June 27, 2026 · 10 min read
A head-to-head Mixpanel vs Amplitude comparison for 2026 — pricing models, free tiers, behavioral analysis, and experimentation. Plus why product analytics shows you what users do, not why, and how AI-moderated interviews close the gap.
Koji Team · June 27, 2026 · 11 min read
Useberry tests Figma prototypes with unmoderated tasks and heatmaps; Koji runs AI-moderated interviews that probe the "why." A side-by-side of click-path metrics vs conversational depth — features, real 2026 pricing, and 8 scenarios for picking the right tool.
Koji Research Team · June 26, 2026 · 12 min
Centercode runs structured beta and delta tests; Koji runs AI-moderated customer interviews. A side-by-side of bug-and-feedback management vs the "why" behind tester behavior — features, real 2026 pricing, and 8 scenarios for picking the right tool.
Koji Research Team · June 26, 2026 · 12 min
Microsoft Clarity is free and shows you what users do. Koji tells you why they do it. A side-by-side breakdown of heatmaps and session replay vs AI-moderated customer interviews — features, real 2026 pricing, and 8 scenarios for picking the right tool.
Koji Research Team · June 26, 2026 · 12 min
Rally UXR and Koji solve different halves of research. Rally is a research CRM that manages participants, scheduling, and incentives — but does not run interviews. Koji actually conducts AI-moderated interviews and analyzes them. Here is how they compare and when you need each.
Koji Research Team · June 25, 2026 · 8 min read
Replio and Koji both turn flat surveys into AI-moderated conversations. The difference is depth: Replio upgrades survey forms with chat, while Koji is a full AI research platform with voice interviews, six structured question types, and automatic thematic analysis. Here is the honest comparison.
Koji Research Team · June 25, 2026 · 8 min read
The 9 best survey tools for small business in 2026, ranked by value — from free Google Forms to $9.90/mo Mailpro to AI-native Koji. Real pricing, honest limitations, and which one fits your budget and goals.
Koji Editorial · June 23, 2026 · 12 min read
UserTesting is the enterprise panel-and-video heavyweight; Maze is the fast, affordable, design-team favorite. Here's an honest 2026 comparison of pricing, panels, and methodology — plus the AI-moderated interview layer both leave out.
Koji Editorial · June 23, 2026 · 11 min read
Qualtrics and Medallia are the two heavyweight enterprise experience-management platforms — but both cost six figures, neither offers a free plan, and both can measure scores without ever asking customers "why." Here's an honest 2026 comparison, plus the AI-native alternative.
Koji Editorial · June 23, 2026 · 12 min read