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170 articles in this category · page 2 of 15
The average survey response rate in 2026 sits around 20-30%, but it swings wildly by channel: SMS hits 45-60%, in-app 20-30%, email 15-25%, and opt-in panels just 5-12%. Here are the benchmarks — and why chasing response rate is fixing the wrong problem.
Koji Research Team · June 28, 2026 · 10 min read
Five users find ~85% of usability problems — but only when each problem has a 31% discovery rate. Here is how to size your study by goal: 5 for qualitative discovery, 9-18 for low-frequency issues, and 20-40 for quantitative benchmarking.
Koji Research Team · June 28, 2026 · 11 min read
Developers are the hardest audience to research — survey-averse, marketing-skeptical, and short on time. Here is how DevTools teams run research that developers actually complete, and how AI-moderated interviews change the game.
Koji Team · June 24, 2026 · 10 min read
Growth teams live in dashboards but win on the why behind the numbers. Here is how to pair quantitative experimentation with AI-moderated interviews to fix activation, retention, and monetization faster.
Koji Team · June 24, 2026 · 10 min read
Mixed methods research combines the "why" of qualitative interviews with the "what" of quantitative surveys. Here is how the four designs work, when to use each, and how to run a full mixed methods study in hours with AI-moderated interviews.
Koji Team · June 24, 2026 · 11 min read
The honest answer: yes — and on several measures AI-moderated interviews produce cleaner, less biased data than human-run or panel-based research, provided the study is designed well. Here is the 2026 evidence on accuracy, bias, hallucinations, and how to keep AI interview data trustworthy.
Koji Research Team · June 19, 2026 · 10 min read
The exact churn survey questions to ask cancelling and at-risk customers — organized by stage, with copy-paste templates. Plus why AI-moderated interviews surface the real reason customers leave when a static form never will.
Koji Team · June 17, 2026 · 9 min read
Thematic is a strong AI feedback-analytics engine - but it can only analyze data you already have. Koji collects the conversations AND analyzes them. Here is the honest 2026 comparison.
Koji Team · June 15, 2026 · 11 min read
InMoment is a full enterprise Experience Intelligence suite built for scale and budget. Koji is the AI-native research platform that delivers root-cause depth in hours, self-serve, from EUR 29/mo. Here is the 2026 comparison.
Koji Team · June 15, 2026 · 11 min read
AskNicely sends NPS and CSAT surveys to your frontline. Koji runs AI-moderated voice interviews that explain why those scores move. Here is the honest 2026 comparison.
Koji Team · June 15, 2026 · 11 min read
A SaaS-specific playbook for customer research across the full lifecycle — discovery, activation, retention, expansion, and pricing — and how AI-moderated interviews make it continuous instead of occasional.
Koji Research Team · June 14, 2026 · 11 min read
AYTM pairs a 100M+ consumer panel with agile survey tools and AI add-ons. Koji is AI-native research built around real moderated conversations. Here is how the two compare on depth, panel access, pricing, and speed in 2026.
Koji Team · June 12, 2026 · 10 min read