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Reference Deep-Dives commercial-due-diligenceCompetitive Intelligence

Pricing Power Validation in Due Diligence

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 · 11 min read
Reference Deep-Dives Market IntelligenceMethodology

Primary vs Secondary Market Intelligence

Primary market intelligence generates new buyer evidence. Secondary aggregates existing data. When each is appropriate and why primary runs at secondary speed.

Mar 2026 · 10 min read
Reference Deep-Dives commercial-due-diligenceProduct Innovation

Product Stickiness and Technology Diligence

Assess product stickiness during CDD using customer research: integration depth, API dependencies, workflow centrality, and migration barriers.

Mar 2026 · 10 min read
Reference Deep-Dives Concept TestingMethodology

Protomonadic Concept Testing: When to Combine Monadic and Comparative

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

Mar 2026 · 8 min read
Reference Deep-Dives healthcareMethodology

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 · 11 min read
Reference Deep-Dives commercial-due-diligenceprivate-equity

Quality of Earnings: Customer Research Integration

How PE firms integrate customer due diligence findings with quality of earnings analysis. Methodology and worked examples.

Mar 2026 · 11 min read
Reference Deep-Dives Research OpsMethodology

Qualitative Research Sample Size Calculator

A practical framework for determining qualitative research sample sizes. From thematic saturation at 12 to segmented studies at 200+.

Mar 2026 · 10 min read
Reference Deep-Dives Shopper Insights

Quick-Turn Shopper Research: Weekly Intelligence

Move from annual research cycles to continuous category intelligence. Learn pulse study methodology, research calendar design.

Mar 2026 · 9 min read
Reference Deep-Dives AI ResearchResearch Ops

Replacing Your Research Agency with AI Interviews

How to transition from agency-led qualitative research to AI-moderated interviews — what to keep, what to change, and how to manage the shift internally.

Mar 2026 · 11 min read
Reference Deep-Dives Customer IntelligenceResearch Ops

Research Knowledge Decay: Why Insights Disappear

Research insights decay fast inside most organizations. Understand the five decay mechanisms — and the infrastructure that keeps customer knowledge usable.

Mar 2026 · 11 min read
Reference Deep-Dives Market IntelligenceCompetitive Intelligence

How to Respond to a Competitor Launch: A Playbook

When a competitor launches something new, your team scrambles. This playbook turns panic into a structured 24-hour intelligence response with buyers.

Mar 2026 · 11 min read
Reference Deep-Dives commercial-due-diligenceCustomer Intelligence

Revenue Quality Assessment Through Customer Research: Beyond the P&L in Due Diligence

How investors use AI-moderated customer interviews to assess revenue quality during due diligence — separating durable revenue from at-risk retention.

Mar 2026 · 11 min read