Private Equity Reference Guides
AI Due Diligence Tools for Private Equity: The 2026 Landscape
A comprehensive overview of AI tools transforming PE due diligence -- from customer interview platforms to automated CDD workflows.
AI-Moderated Interviews vs Surveys for PE Due Diligence
Why PE deal teams should use AI-moderated customer interviews instead of surveys for due diligence. Methodology and worked examples.
Blind Customer Research for Due Diligence
How blind, independently-recruited customer research eliminates bias in PE due diligence. Methodology and worked examples.
Growth Equity Customer Research Framework
A structured framework for growth equity firms conducting customer research on early-stage targets. Methodology and worked examples.
IC Memo Customer Evidence Template for PE
A ready-to-use template for presenting customer due diligence findings in PE investment committee memos. Methodology and worked examples.
Quality of Earnings: Customer Research Integration
How PE firms integrate customer due diligence findings with quality of earnings analysis. Methodology and worked examples.
Sample Size for Customer Due Diligence in PE
The math behind CDD sample sizes -- from 20-interview thesis screens to 200-interview comprehensive studies. Methodology and worked examples.
The Commercial Due Diligence Checklist (With Customer Research Integration)
A comprehensive CDD checklist that closes the customer evidence gap. Market analysis, competitive landscape, customer validation, and growth thesis testing.
The Commercial Due Diligence Report: Structure, Examples, and Best Practices
How to structure a CDD report that investment committees trust. Sections, evidence standards, and the shift from narrative to customer-validated IC memos.
Customer Concentration Risk in Due Diligence: Red Flags
How to assess customer concentration risk beyond revenue percentages -- relationship, expansion, and satisfaction concentration frameworks for CDD.
How to Interview Customers for Due Diligence: The Complete Methodology Guide
Step-by-step methodology for conducting customer interviews during M&A due diligence, from study design and recruitment to synthesis and IC memo reporting.
Independent Customer Recruitment in Due Diligence
Why independent customer recruitment is essential in commercial due diligence, and how management-provided lists inflate satisfaction by 30-40%.
The PE Due Diligence Timeline: When Customer Research Fits In
Map the PE deal timeline from screening to close and see where customer research fits at each stage. Sample sizes, costs, turnaround, and deal impact by phase.
Commercial Due Diligence Red Flags: Customer Signals
The 10 most dangerous customer signals that surface during CDD interviews -- how to detect them, what they mean, and how to adjust the deal.
How to Quickly Get Consumer Insights During a PE Deal Process
A methodology for conducting consumer research within PE deal timelines. Get diligence-grade customer evidence in 24 hours, not weeks.
Prototype Testing Methods: UserTesting vs AI Interviews
How AI-powered interviews are transforming prototype validation from weeks-long panel studies to 24-hour strategic insights.
Finding Pricing Power Without Surveys: Buyer Language
How conversational AI reveals the unspoken value signals that determine whether companies can raise prices without losing cust...
Pricing Narratives Buyers Repeat: PE Go-to-Market Inputs
How customer conversations reveal pricing narratives buyers repeat and go-to-market inputs for private equity portfolio company revenue resilience.
Bid the Right Multiple: Customer Truth Calibrates Price
How conversational AI research delivers the customer intelligence investors need to price deals accurately in compressed timel...
Churn Archetypes by Segment: PE Operator Playbook
PE operators need segment-specific churn intelligence. Different customer cohorts leave for fundamentally different reasons.
Expansion Readiness in Post-Purchase Calls for Investors
How systematic post-purchase interviews reveal which SaaS companies will drive ARR growth through expansion versus churn.
How Customers Weigh Price vs Risk for Investors
Understanding how customers describe the alternative price vs risk for investors reveals competitive positioning and market gaps traditional metrics miss.
Price Sensitivity Without Conjoint: Interview Signals
How conversational research reveals pricing power and willingness-to-pay faster than traditional methods—critical intelligence...
Will This Price Move Backfire? Narrative Tests for Corps
How corporate development teams use narrative testing to validate pricing changes before they damage customer relationships.
What Agencies Should Ask Voice AI Vendors
A systematic framework for agencies evaluating voice AI research platforms, focusing on methodology, client outcomes, and oper...
Figma to Findings: Capturing Feedback Directly From Designs
Design feedback loops are broken. Research shows how integrating user testing into design tools cuts validation time by 85%.
Sales Handoffs and Churn: Fixing the Post-Close Drop
The transition from sales to customer success creates a critical vulnerability where 23% of new customers churn within 90 days.