Use Cases
31 articles
Real-world examples of how teams use Koji for product discovery, customer research, and market validation.
AI-Powered User Research for EdTech: Learners, Educators, and Administrators
How EdTech companies can run parallel research streams with learners, educators, and administrators using AI-moderated interviews — without scheduling headaches or research team scale limitations.
Koji for Marketing Teams: Customer Research That Powers Better Campaigns
How marketing teams use Koji AI interviews to understand customer language, validate messaging, generate content, and build lead-magnet reports — without a dedicated research team.
Lead Magnet Research: How to Create Industry Reports Using AI Interviews
How to use Koji AI interviews to gather quotable industry benchmarks and turn them into thought leadership reports, annual studies, and content marketing assets.
Anonymous Employee Research with AI Interviews: Get the Honest Feedback Surveys Miss
Run truly anonymous employee research at scale with AI voice and text interviews. Capture honest feedback on culture, leadership, retention risk, and engagement — without HR ever knowing who said what. Koji removes intake forms, strips identifiers, and still produces aggregated themes and quotes you can act on.
Product-Led Growth Research: How to Combine Usage Data with Qualitative Interviews
A complete guide for PLG teams on using qualitative AI interviews to answer the why behind activation, retention, and expansion data.
Automated User Research Platform: From Question to Report Without a Moderator
A practical guide to automated user research platforms. Learn what real research automation looks like in 2026, where rule-based survey tools fall short, and how AI-native platforms close the loop end-to-end.
Design Partner Program: How to Recruit and Interview Design Partners for Early B2B Product Validation
A complete 2026 playbook for running a design partner program — what design partners are, how to recruit them, how to structure the commercial relationship, and how to run continuous AI-powered interviews so you ship a product they actually want to buy.
Beta Tester Interviews: How to Get Actionable Beta Feedback at Scale (Beyond Surveys)
Why most beta programs collect feedback nobody reads — and how to fix it with conversational AI interviews. A complete playbook for beta tester interviews: question framework, cadence, recruitment, and an AI workflow that handles 50+ active beta users without exhausting the product team.
Cancel-Flow Exit Interviews: AI Moderation That Saves Churning Users
Replace your single-textarea cancellation survey with an AI-moderated exit interview that probes the real reason people leave and triggers save offers in real time.
Customer Discovery Interviews at Scale — How to Talk to 100 Customers in a Week
Learn how AI-powered interviews let product teams run customer discovery at scale — validating problems, understanding needs, and de-risking roadmaps with 10x more customer conversations than traditional methods allow.
User Research for AI Products: A Practical Guide for 2026
AI products break the assumptions traditional UX research is built on — outputs are non-deterministic, trust is the central UX problem, and prompts replace navigation. This guide covers the methods, question types, and study designs that actually work for teams shipping AI features.
Win-Back Customer Interviews: How to Reactivate Lapsed and Cancelled Customers
A complete playbook for win-back customer interviews. Learn the questions, structure, and analysis that turns "we lost them" into "we got them back" — and how to run win-back research at scale with AI.
B2B Customer Research with AI Voice Interviews
Scale B2B customer research without scaling your team. Koji's AI interviews reach decision-makers across industries, time zones, and seniority levels — delivering enterprise-grade insights at startup speed.
Market Validation with AI-Powered Research
Validate market opportunities before investing millions. Koji's AI voice interviews help founders, product leaders, and investors test assumptions with real market feedback — in days, not months.
Koji for HR and People Teams: Run Employee Research at Scale
HR and People teams use Koji to run stay interviews, exit interviews, onboarding feedback, and culture research at scale — no scheduling required, no facilitator needed, anonymous by design. The AI moderates every conversation automatically.
Koji for Product Managers
How product managers use Koji to validate assumptions, prioritize features, and build evidence-based roadmaps — without hiring researchers or scheduling 50 individual calls.
Koji for UX Researchers
How UX researchers use Koji to scale qualitative research without sacrificing rigor. Run 100+ moderated interviews while maintaining methodological integrity — and finally clear that research backlog.
Koji for Founders and Startup Teams
How founders use Koji to validate ideas, find product-market fit, and make investor-grade decisions — without hiring a research team or spending months on customer development.
Koji for Market Researchers and Agencies
How market research teams and agencies use Koji to deliver qualitative insights at quantitative scale — reducing project costs by 70% while increasing sample sizes 5-10x.
Always-On User Interviews: Run 24/7 With an AI Moderator
Run user interviews around the clock without a researcher on every call. An AI moderator interviews participants whenever they show up — across timezones, in voice or text, with results scored and themed automatically.
AI-Powered User Research for SaaS Companies
How SaaS product teams use Koji to run continuous customer research that drives retention, reduces churn, and accelerates feature adoption — without a dedicated research team.
AI-Powered Patient and Provider Research for Healthcare
How healthcare organizations use Koji to conduct patient experience research, provider feedback studies, and clinical workflow analysis at scale — while maintaining HIPAA-aware research practices.
AI-Powered User Research for Fintech Companies
How fintech product teams use Koji to understand financial behavior, test product concepts, and build trust-centered experiences — at the research velocity fintech demands.
AI-Powered Customer Research for E-Commerce and DTC Brands
How e-commerce and DTC brands use Koji to understand purchase decisions, optimize the buyer journey, and build customer loyalty through AI voice interviews at scale.
Customer Success Interview Guide: How to Run Proactive CS Research at Scale
How customer success teams use AI-powered interviews to proactively understand account health, expansion opportunities, and churn risk — without scheduling 1:1 calls with every customer.
Research-Driven Roadmap Prioritization: How to Use Customer Interviews to Build Better Roadmaps
Learn how to combine qualitative customer interviews with structured ranking and scale questions to make roadmap decisions backed by real user evidence — not internal opinions.
User Onboarding Research: How to Interview New Users to Improve Activation
Learn how to design and run user onboarding research interviews that reveal why new users activate or drop off — and how to use those insights to improve your first-run experience.
User Research for Product Managers: How to Run Customer Interviews Without a Research Team
A practical guide for product managers who need customer insights at sprint speed. Learn how to design studies, write effective questions, recruit participants, and read AI-generated reports — without a dedicated research team.
User Research for Startups: How to Talk to Customers Before You Build the Wrong Thing
Learn how startups can run fast, effective customer research without a research team or big budget. Discover how AI-powered interviews help founders validate ideas, find product-market fit, and build what customers actually want.
How to Convert Any Survey into an AI Interview in 30 Seconds
Step-by-step guide to converting Google Forms, Typeform, SurveyMonkey, and other surveys into AI-powered interviews using Kojify.
Stay Interviews at Scale: How AI Makes the Best Retention Tool Actually Usable
Stay interviews are proven to prevent turnover but managers cannot conduct them consistently. AI-moderated stay interviews remove bias, save time, and scale across entire organizations.