Insights & Guides — Page 40
Refresh: Education & EdTech Churn Patterns Guide
Understand EdTech churn patterns driven by budget cycles, summer drop-off, and champion turnover — and how AI interviews reveal the real reasons.
Qualitative Research in the Age of Survey Fraud
33% of survey responses show bot contamination. Learn why AI-moderated conversations are structurally fraud-resistant in ways surveys can't match.
AI-Moderated Interviews vs. Traditional IDIs
When to use AI moderation, when to use human moderators, and when to blend both. A rigorous decision framework for insights leaders.
How to Run a Win-Loss Program That Changes Behavior
Most win-loss programs produce insights that change nothing. Four design principles — always-on cadence, routed ownership, story banks, and board narratives.
How to Run Churn Interviews That Surface Real Reasons
Exit surveys lie. Learn the interview structure, timing, and probing techniques that reveal why customers actually cancel — not the easy answer.
The Intelligence Hub Advantage: Compounding Research
Learn how a customer intelligence hub transforms episodic research into a compounding asset that cuts cost-per-insight over time.
Voice AI in Customer Research: Hype vs. Reality
Not all AI moderation is equal. Learn what voice AI can genuinely deliver in customer research — and where human judgment still wins.
Marketplace PDPs: Trust, Proof & Policy Clarity
How consumer insights reveal what shoppers actually need from product detail pages — trust signals, proof points, and policy clarity that convert.
Episodic Research Taxes You: Compounding Research Wins
Most research teams pay an episodic tax—starting from zero every project. Here's how a customer intelligence hub turns research into a compounding moat.
Why 'Price' Is Almost Never the Real Reason You Lost the Deal
Analysis of 10,247 post-decision buyer interviews reveals price is cited in 62.3% of lost deals but drives only 18.1% of decisions. Original research on...
Why Your Exit Survey Is Lying: Case for AI Interviews
723 churned SaaS customers reveal exit surveys match real churn drivers only 27.4% of the time. Price is cited by 34% but drives just 11.7%.
The Death of the 6-Week Research Cycle: AI-Moderated Interviews
The death of the 6 week research cycle: AI-moderated interviews deliver insights in 48 hours instead of 6-8 weeks, eliminating research lag.