Insights & Guides — Page 25
Why AI Agents Need Real Consumer Data (Not Training Data)
AI agents make customer decisions from stale training data. The epistemic gap in every agent stack — and how real consumer signal via MCP closes it.
Churn Interview Questions That Surface the Real Why
Learn how 5-level laddering in churn interviews uncovers emotional root causes — not surface answers like price. Includes 15+ questions by stage.
EdTech Churn: What 10,000 Interviews Reveal
Discover why EdTech churn follows semester cycles and how AI-moderated interviews uncover the real retention levers behind student dropout.
Competitive Intelligence Questions That Work
60+ competitive intelligence interview questions organized by research phase. Includes laddering prompts, moderator mistakes, and sequencing guidance.
The Education Churn Playbook: What EdTech Gets Wrong
EdTech loses 15-25% of contracts every June. Learn why education churn follows academic calendars and how AI interviews fix it.
Traditional IDIs vs AI Interviews: The ROI Math
Side-by-side cost breakdown of traditional IDI programs vs AI-moderated interviews. See the time, scale, and quality math for insights teams.
The AI Research Platform Buyer's Checklist
Evaluate AI-moderated research platforms with confidence. A 20-point checklist covering methodology, panel quality, speed, and total cost of ownership.
Why Homepage Traffic Spikes Don't Convert
Most research platforms promise speed but deliver shallow signal. Learn the 3 questions VPs of Insights must ask before choosing a platform.
Win-Loss for Mid-Market B2B SaaS: A Playbook
A practical win-loss playbook for mid-market B2B SaaS teams: 90-day implementation, real cost analysis, and the 3 patterns every company discovers.
AI Consumer Research in Chinese: Mandarin Market Guide
Native Mandarin AI-moderated interviews for China and Chinese-speaking markets. 5-7 level laddering. Results in English.
AI Consumer Research in English: When Default Isn't Enough
English is the global default for AI research — but when should you switch to native-language interviews? A practical framework.
AI Consumer Research in French
Native French AI-moderated interviews for France, Quebec, and francophone Africa. Results auto-translate to English for global teams.