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Reference Deep-Dives Concept TestingConsumer Insights

Concept Testing for Sustainability Claims

How to validate sustainability claims with consumers before launch — covering believability, purchase motivation, greenwashing risk, and segment-level reactions.

Mar 2026 · 7 min read
Reference Deep-Dives commercial-due-diligenceChurn & Retention

Switching Cost Analysis in Due Diligence: Measuring Customer Lock-In Through Research

A framework for quantifying switching costs through customer interviews — technical, contractual, procedural, and relational — to assess competitive moat in due diligence.

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

TAM Validation Through Customer Interviews: Beyond Top-Down Market Sizing in Due Diligence

How to validate total addressable market estimates in due diligence using bottom-up customer research, adjacency mapping, and AI-moderated interviews.

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

Thematic Saturation in Qualitative Research

What thematic saturation really means, why it's misapplied as a justification for small samples.

Mar 2026 · 2 min read
Reference Deep-Dives Shopper Insights

Trade Promotion Research: Test Before You Spend

30-40% of trade spend generates negative ROI. Learn how to pre-test promotional formats, segment shopper response.

Mar 2026 · 8 min read
Reference Deep-Dives financial-servicesConsumer InsightsChurn & RetentionAI Research

Trust Drivers in Financial Services Research

How trust forms, erodes, and determines competitive outcomes in banking, insurance, fintech, and wealth management.

Mar 2026 · 8 min read
Reference Deep-Dives financial-servicesnps-csatConsumer InsightsChurn & Retention

Wealth Management NPS: Beyond the Score

Why NPS is a poor predictor of wealth management client retention and what qualitative research reveals about the drivers that actually determine AUM.

Mar 2026 · 5 min read
Reference Deep-Dives Market IntelligenceProduct Innovation

White Space Analysis: Finding Market Gaps Through Customer Research

How to identify white space opportunities using customer research instead of spreadsheet analysis. Three types of gaps and the interview questions that surface them.

Mar 2026 · 6 min read
Reference Deep-Dives Market IntelligenceChurn & Retention

Why Customers Switch: Researching Switching Triggers and Brand Defection

How to research why customers switch to competitors. Covers the 5 switching trigger categories, research methodology, and why stated reasons differ from actual drivers.

Mar 2026 · 7 min read
Reference Deep-Dives commercial-due-diligenceWin-Loss

Win-Loss Analysis in Due Diligence: Understanding Competitive Dynamics Through Customer Research

How win-loss research strengthens commercial due diligence by revealing competitive positioning, deal velocity patterns, and market share trajectory from customer voice data.

Mar 2026 · 11 min read
Reference Deep-Dives nps-csatMethodology

B2B vs B2C Satisfaction Research: Different Rules for Different Relationships

Why the same NPS and CSAT methodologies produce misleading results when applied identically across B2B and B2C contexts, and how to adapt your approach for each.

Mar 2026 · 13 min read
Reference Deep-Dives Competitive IntelligenceResearch Ops

Building a Competitive Intelligence Dashboard: Metrics That Matter

Design a CI dashboard with the right metrics: competitor mention frequency, perception scores, win rates by competitor, switching triggers, and competitive response time.

Mar 2026 · 7 min read