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45 articles in this category · page 1 of 4
A practical 6-step process for turning messy customer feedback into decisions — how to centralize, code, quantify, and prioritize themes, plus where AI thematic analysis cuts weeks of work to hours.
Koji Team · July 14, 2026 · 10 min read
Customer development is Steve Blank's four-step framework for proving a market wants your product before you scale it. Here's the process, the interview method, the common mistakes, and how AI-moderated interviews make it 10x faster.
Koji Team · July 14, 2026 · 11 min read
80% of software features are rarely or never used, and public cloud companies have poured an estimated $29.5B into building them. This 2026 guide covers the four-stage feature request management workflow — collect, organize, prioritize, close the loop — and shows how AI-moderated interviews turn raw request volume into the one thing vote counts can't give you: the reason behind the ask.
Koji Team · July 13, 2026 · 10 min read
Survey completion drops from 89% at 10 questions to 79% at 40, respondents quit after ~9 minutes on mobile, and 56% of surveys are now taken on a phone. This 2026 guide covers the 12 survey design rules that actually lift completion and remove bias — length, order, mobile, question types, scales, randomization, sample size — plus the format shift that beats static forms entirely.
Koji Team · July 13, 2026 · 11 min read
Copy-ready post-purchase survey questions by stage — order confirmation, delivery, product experience, and repeat-intent — plus how AI-moderated interviews turn one-line ratings into the reason customers do (or do not) come back.
Koji Team · July 4, 2026 · 11 min read
Copy-ready onboarding survey questions organized by stage — signup, activation, first-value, and 30-day — plus how to turn them into AI-moderated interviews that catch churn before it happens.
Koji Team · July 4, 2026 · 12 min read
45+ website feedback survey questions — organized by goal (satisfaction, navigation, trust, conversion, exit-intent) with copy-paste examples. Plus the reason most website surveys fail: they can not ask a follow-up. Here is how to get the "why" behind every rating.
Koji Editorial · July 2, 2026 · 11 min read
NPS is simple to calculate — % Promoters minus % Detractors — but the number alone tells you nothing about why customers feel that way. This guide covers the formula, a worked example, 2026 benchmarks by industry, and how to capture the reasons behind every score.
Koji Research Team · June 25, 2026 · 9 min read
A step-by-step playbook for building a first-party customer research panel — recruit, qualify, engage, and keep it healthy — plus how AI-moderated interviews let a small team run continuous research against the panel without burning out.
Koji Team · June 17, 2026 · 9 min read
Most competitive analysis is built on competitor websites and guesswork. The 2026 way is to ask the people who actually chose - your customers and prospects. A step-by-step framework for competitive intelligence powered by AI interviews.
Koji Research Team · June 8, 2026 · 9 min read
Frameworks like RICE, Kano, and MoSCoW are only as good as the customer signal feeding them. This guide shows the modern 2026 stack — opportunity discovery, customer interviews, structured surveys, and scoring — that turns raw research into a defensible product roadmap.
Koji Editorial · June 1, 2026 · 12 min read
A repeatable 7-step framework for finding the real customer pain points — financial, process, product, and support — using existing signal, behavior-first interviews, and AI thematic analysis. The deep pain points that drive churn, not the surface ones in your CSAT.
Koji Editorial · June 1, 2026 · 11 min read