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Reference Deep-Dives Education & Higher EdCustomer Intelligence

How to Identify What Students Value in a University

Research methods for uncovering what students actually value in their university experience beyond rankings, and how to use those insights strategically.

Mar 2026 · 8 min read
Reference Deep-Dives Education & Higher EdCustomer Intelligence

How to Identify What Students Value in a University: A Research Framework

Practical research methods for uncovering what students genuinely value in their university experience, from enrollment through alumni engagement.

Mar 2026 · 7 min read
Reference Deep-Dives Churn & RetentionCustomer Intelligence

Why Customers Are Canceling Subscriptions (Surveys Lie)

Surveys capture stated reasons for subscription cancellation, not real ones. Conversational research uncovers the actual drivers behind customer churn.

Mar 2026 · 11 min read
Reference Deep-Dives Shopper Insights

How to Understand Why Customers Aren't Buying: Retail Conversion Research

Retail conversion research methods that reveal why shoppers browse but don't buy. Go beyond analytics to uncover purchase barriers and increase basket size.

Mar 2026 · 11 min read
Reference Deep-Dives Win-LossMarket Intelligence

Why You're Losing Deals to Competitors (And How to Find Out)

CRM loss reasons hide the real story. Structured win-loss interviews reveal why deals actually go to competitors and how to fix it.

Mar 2026 · 11 min read
Reference Deep-Dives Shopper Insightscpg

Why Shoppers Switch Brands at Shelf: CPG Research Guide

Price, packaging, stockouts — five triggers drive in-aisle brand switching. Interview research reveals what shelf observation alone can't surface for CPG teams.

Mar 2026 · 11 min read
Reference Deep-Dives Education & Higher EdChurn & Retention

How to Understand Why Students Transfer or Drop Out

Research methods for diagnosing the real reasons students leave, transfer, or stop out, moving beyond exit surveys to actionable retention intelligence.

Mar 2026 · 9 min read
Reference Deep-Dives Win-LossMethodology

Win-Loss Analysis Best Practices for B2B: The Complete Framework

A complete framework for B2B win-loss analysis covering sample size, timing, interview methodology, analysis, and operationalizing findings across teams.

Mar 2026 · 9 min read
Reference Deep-Dives Win-Losssoftware

Win-Loss Ratio Benchmarks: SaaS and Enterprise (2026)

Win-loss ratio benchmarks by deal size, sales motion, and industry. 2026 data showing what good win rates look like and how to diagnose gaps.

Mar 2026 · 9 min read
Reference Deep-Dives Win-LossCustomer Intelligence

Win Rate Improvement Strategies for Enterprise Sales Teams

Evidence-based win rate improvement strategies for enterprise sales, from buyer intelligence programs to deal qualification frameworks that drive 23%+ gains.

Mar 2026 · 9 min read
Reference Deep-Dives Churn & Retentioncx-teams

Stripe Cancellation Surveys vs AI Exit Interviews: Side-by-Side

Stripe's cancellation survey vs. AI-moderated exit interviews: depth, accuracy, cost, and actionability compared. Evidence from 723 churned SaaS customers.

Mar 2026 · 9 min read
Reference Deep-Dives Churn & RetentionCustomer Intelligence

Involuntary vs Voluntary Churn in Stripe

Failed Stripe payments hide two populations: customers who want to stay but hit a payment issue, and customers already mentally churned. How to tell them apart.

Mar 2026 · 11 min read