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Reference Deep-Dives Win-LossCustomer Intelligence

Buyer Sentiment Analysis in Closed-Lost CRM Data

Extract buyer sentiment from closed-lost CRM records and supplement with structured research. Move beyond loss reason codes to actual decision drivers.

Mar 2026 · 9 min read
Reference Deep-Dives Market IntelligenceConsumer Insights

Category Growth Potential Research: Sizing the Opportunity

How PE deal teams validate category growth assumptions using consumer demand research instead of relying solely on top-down market sizing reports.

Mar 2026 · 9 min read
Reference Deep-Dives Market IntelligenceConsumer Insights

Category Growth Potential Research for Private Equity Investors

How PE firms use customer research to validate category growth potential beyond TAM models — growth drivers, expansion signals, and growth ceiling analysis.

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

How to Research Category Purchase Drivers in Retail

Uncover real category purchase drivers beyond price and promotion using depth interview methodology that reveals what shoppers actually weigh at the shelf.

Mar 2026 · 7 min read
Reference Deep-Dives Shopper InsightsMarket Intelligence

How to Research Category Purchase Drivers in Retail

POS data shows what shoppers buy, not why. Research methods that uncover the real drivers of category purchase decisions and inform assortment strategy.

Mar 2026 · 11 min read
Reference Deep-Dives Churn & RetentionAI Research

Churn Prediction vs. Churn Understanding: Why You Need Both

Predictive churn models identify at-risk accounts. Qualitative research explains why — and why prediction alone leads to ineffective retention programs.

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

Closed-Lost Deal Debrief Questions: 40 Questions That Reveal the Truth

40 structured closed-lost debrief questions organized by category — with guidance on what each question reveals and how to probe deeper into why deals are lost.

Mar 2026 · 11 min read
Reference Deep-Dives Concept TestingProduct Innovation

When Concepts Fail: Post-Mortem Consumer Research

Post-mortem consumer research when product concepts fail: how to diagnose root causes and build learning systems that prevent repeat concept failures.

Mar 2026 · 11 min read
Reference Deep-Dives Concept TestingProduct Innovation

Concept Screening: How to Filter Ideas Before Full Testing

Concept screening reduces a large idea portfolio to a shortlist of viable concepts before investing in full concept testing, saving time and research budget.

Mar 2026 · 12 min read
Reference Deep-Dives Concept TestingShopper Insights

Concept Testing for Retailer Sell-In: Building the Walmart Pitch

How to use concept test data to build retailer sell-in presentations for Walmart, Target, and Kroger including category growth stories and consumer evidence.

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

Emotional Language in Concept Testing: Reading Consumer Reactions

Decode emotional language in concept test responses, identify authentic enthusiasm versus polite interest, and use affect analysis to predict market success.

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

Concept Testing for Household Cleaning CPG Products

How to concept test household cleaning products including efficacy claims, sustainability messaging, format innovation, and sensory cues for CPG brands.

Mar 2026 · 10 min read