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Reference Deep-Dives commercial-due-diligenceChurn & Retention

PE Portfolio Customer Monitoring Cadence

How PE operating partners implement quarterly customer monitoring across portfolio companies.

Mar 2026 · 2 min read
Reference Deep-Dives healthcareConcept TestingAI ResearchMethodology

Pharma Concept Testing Research: From Messaging to Formulary

How pharma teams use concept testing research to validate drug messaging, positioning.

Mar 2026 · 4 min read
Reference Deep-Dives healthcareMethodologyAI ResearchConsumer Insights

Post-Discharge Patient Research: Capturing the 72-Hour Window

How to run patient research in the critical 72 hours after hospital discharge. Timing, methods, question design.

Mar 2026 · 4 min read
Reference Deep-Dives commercial-due-diligenceChurn & Retention

Post-Merger Integration Risk Assessment: What Customers Reveal About Integration Pitfalls

How customer research uncovers post-merger integration risks including account overlap, culture clash, product roadmap conflicts, and brand consolidation challenges.

Mar 2026 · 10 min read
Reference Deep-Dives Market IntelligenceMethodology

Pricing Intelligence Through Customer Interviews: What Buyers Actually Pay and Why

How to research pricing perception, willingness-to-pay, and competitive pricing dynamics through depth interviews. Why survey-based pricing research underestimates price sensitivity.

Mar 2026 · 6 min read
Reference Deep-Dives commercial-due-diligenceCompetitive Intelligence

Pricing Power Validation in Due Diligence: Testing Willingness-to-Pay Through Customer Research

How to validate pricing power during M&A due diligence using customer research, willingness-to-pay testing, and AI-moderated interviews at scale.

Mar 2026 · 10 min read
Reference Deep-Dives Market IntelligenceMethodology

Primary vs Secondary Market Intelligence: When to Invest in Original Research

Primary market intelligence generates new evidence from buyers. Secondary aggregates existing data. When each is appropriate, and why primary intelligence is now accessible at secondary-research speed.

Mar 2026 · 5 min read
Reference Deep-Dives commercial-due-diligenceProduct Innovation

Product Stickiness and Technology Diligence: Evaluating Technical Lock-In Through Customer Research

How to assess product stickiness during commercial due diligence using customer research — integration depth, API dependencies, workflow centrality, and migration barriers.

Mar 2026 · 9 min read
Reference Deep-Dives Concept TestingMethodology

Protomonadic Concept Testing: When to Combine Monadic and Comparative

How protomonadic testing captures unanchored individual reactions and comparative preferences in a single study — and when it outperforms pure monadic or sequential designs.

Mar 2026 · 8 min read
Reference Deep-Dives healthcareMethodologyAI Research

Provider Satisfaction Research: A Methodology Guide

A methodology guide for designing and running provider satisfaction research that surfaces burnout root causes, workflow friction.

Mar 2026 · 3 min read
Reference Deep-Dives commercial-due-diligence

Quality of Earnings: Customer Research Integration

How PE firms integrate customer due diligence findings with quality of earnings analysis.

Mar 2026 · 3 min read
Reference Deep-Dives MethodologyCustomer IntelligenceResearch Ops

Qualitative Research Knowledge Decay

Research insights have a 90-day half-life when stored as slide decks. How knowledge decay works, what it costs organizations.

Mar 2026 · 3 min read