Market Intelligence Reference Guides
Add-On Acquisition Customer Research for PE
How PE firms use customer research to validate add-on acquisition theses. Cross-company customer interviews, consolidation willingness testing.
Brand Perception Tracking: Measuring What Customers Really Think
Four methods for tracking brand perception over time: from surveys to AI-moderated interviews. Depth of understanding matters more than measurement frequency.
Building a Market Intelligence Program from Scratch: A 90-Day Plan
A 90-day plan for building a market intelligence program: stakeholder alignment, first study design, cadence setup, and intelligence hub foundations.
Consumer Sentiment Tracking: Beyond Social Listening
Social listening captures public opinion. Consumer sentiment tracking through direct interviews captures private truth — and why that gap matters for strategy.
Customer Evidence for PE Exit Preparation
How PE firms use accumulated customer research to support exit multiples. Third-party validated retention, NPS trends. Methodology and worked examples.
Platform vs Add-On: Customer Research for PE Deals
The specific customer research requirements for platform acquisitions versus add-on deals. Methodology and worked examples.
How to Track Market Trends: Methods That Go Beyond Dashboards
Five methods for tracking market trends, from social listening to AI-moderated consumer interviews. Why buyer conversations beat lagging dashboard metrics.
Market Intelligence Cadence: Research Frequency
Quarterly, monthly, or always-on? How to choose the right market intelligence cadence based on market velocity, budget, and strategic needs.
Market Intelligence for Marketing Teams: From Insight to Campaign
How marketing teams use market intelligence for messaging validation and competitive positioning — closing the gap between campaign metrics and buyer truth.
Market Intelligence for SaaS Companies: A Practical Guide
How SaaS companies use market intelligence to understand competitive dynamics, buyer evaluation, and category perception — beyond product analytics and NPS.
Market Intelligence for Product Teams: From Customer Signal to Roadmap
How product teams use market intelligence to inform roadmap decisions. Covers competitive feature perception, unmet needs research, and building signal systems.
Market Intelligence KPIs: How to Measure What Matters
12 KPIs for measuring market intelligence program effectiveness. Covers program output, insight quality, business impact, and compounding value metrics.
Market Intelligence vs Business Intelligence: Key Differences Explained
Market intelligence tracks external market dynamics through customer evidence. Business intelligence tracks internal performance. A guide to when you need each.
Pricing Intelligence Through Customer Interviews
Survey-based pricing research overstates willingness-to-pay by 15-30%. The 6 depth-interview questions that capture how buyers actually evaluate price.
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.
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.
TAM Validation Through Customer Interviews
How to validate total addressable market estimates in due diligence using bottom-up customer research, adjacency mapping, and AI-moderated interviews.
White Space Analysis: Finding Market Gaps Through Customer Research
How to identify white space using customer research instead of spreadsheet analysis. Three types of gaps and the interview questions that surface them.
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.
CI Program Maturity Model: From Ad Hoc to Always-On Intelligence
A 5-level maturity model for competitive intelligence programs with assessment criteria and practical guidance for advancing each level.
Competitive Perception Gap Analysis: Buyers vs Assumptions
How to measure and act on the gap between internal competitive assumptions and buyer reality using structured perception research.
Employer Research for Higher Education: What Hiring Managers Want from Graduates
Employer research helps higher education institutions align curriculum with workforce needs by understanding what hiring managers actually want from graduates.
How to Assess Brand Strength Before Acquisition
A PE deal team's guide to evaluating brand strength during due diligence using AI-moderated consumer research instead of expensive brand trackers.
How to Assess Consumer Demand for a Target Company Before Acquisition
A PE-focused framework for validating consumer demand during diligence. Move beyond financials to understand demand durability, volume, and switching risk.
How to Assess Consumer Demand for a Target Company: PE Due Diligence Research
A practical framework for PE deal teams to validate consumer demand during due diligence using AI-moderated interviews at speed and scale.
Brand Awareness Funnel Measurement: From Recognition to Advocacy
Measure the full brand awareness funnel from unaided recall through advocacy. Methods for each stage, conversion rates, and investment allocation.
Brand Perception Research: Why Qualitative Methods Reveal What Surveys Miss
Surveys capture stated brand perception. Qualitative methods uncover the emotional associations and competitive framing that shapes consumer choice.
How to Run Consumer Research for Brand Repositioning
A structured approach to consumer research for brand repositioning — from perception audits to repositioning validation, with frameworks that reduce risk.
How to Assess Brand Strength Before Acquisition
A PE investor's framework for evaluating brand equity before acquisition. Qualitative measurement of brand strength, vulnerability, and competitive positioning.
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.
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.
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.
Consumer Attitudes Toward New Market Entrants: Research Methods
How consumers evaluate new market entrants: measuring openness, trust barriers, and switching triggers using qualitative and quantitative research methods.
Consumer Insights for Private Equity Value Creation Plans
How PE firms use consumer insights to build evidence-based value creation plans. From 100-day sprints to pricing power and growth lever validation.
Consumer Insights for Your Value Creation Plan: From Data to Action
How PE operating partners use AI-moderated consumer research to build evidence-based value creation plans that drive EBITDA growth from Day 1.
Consumer Perception Research for Brand Positioning
Brand positioning fails when internal assumptions diverge from consumer reality. Methods, brand association mapping, and repositioning triggers in CPG.
Consumer Perception Research for Brand Positioning
How CPG brands use consumer perception research to identify positioning white space and build differentiated brand strategies.
Cultural Trends Research Methodology for Agencies
A methodology guide for agencies conducting cultural trends research using consumer conversations as trend signals and translating findings to brand strategy.
How to De-Risk a Consumer Brand Acquisition with Research
A research framework for identifying hidden risks in consumer brand acquisitions — brand perception gaps, customer concentration, and competitive vulnerability.
How to De-Risk a Consumer Brand Acquisition with Research
A PE deal team's playbook for using AI-moderated consumer research to identify and mitigate the hidden risks in consumer brand acquisitions.
Demand Space Research: Consumer Category Mapping Methods
How to conduct demand space research and map consumer category structures, identifying occasions, motivations, and need states that drive category behavior.
Emerging Market Opportunity Research for B2C Consumer Brands
How B2C brands identify and validate emerging market opportunities through consumer research — covering market entry, expansion timing, and demand validation.
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.
How to Quickly Get Consumer Insights During the Deal Process
How PE deal teams generate consumer intelligence in 24 hours during exclusivity using AI-moderated interviews instead of waiting weeks for traditional research.
How Fortune 500 Brands Do Competitive Research in 2026
Inside the competitive research methods Fortune 500 brands actually use in 2026. From war rooms to AI-moderated consumer interviews.
Macro Consumer Behavior Shifts: Market Research for 2026
How to research and track macro consumer behavior shifts in 2026. Methods for detecting, measuring, and acting on large-scale changes in how consumers buy.
Market Sizing for a New CPG Category: Research-Backed Approaches
How to size a new CPG category using consumer research alongside syndicated data, from TAM estimation to demand validation.
Social Commerce Shopper Insights: TikTok Shop and Beyond
Research methods for understanding social commerce shopper behavior on TikTok Shop, Instagram Shopping, and platforms where discovery and purchase converge.
Sam's Club vs Costco Shopper Research: Behavior Data
How Sam's Club and Costco shoppers differ on trip missions, membership loyalty, and bulk buying. Research methods for warehouse club consumer behavior.
Why You're Losing Deals to Competitors (And How to Find Out)
CRM loss reasons hide the real story. Structured win-loss interviews reveal why deals actually go to competitors and how to fix it.
Longitudinal Research Guide: AI-Powered Continuous Insights
How AI-powered longitudinal research transforms one-time snapshots into continuous intelligence streams that track real change.
Market Intelligence in 24 Hours: AI Research vs Suzy
Two platforms promise fast consumer insights, but their approaches differ fundamentally. Here's what matters for your next study.
Always-On Consumer Insights: Every Interaction as Evidence
How leading brands use always on consumer insights turning every interaction into evidence to build systematic intelligence engines and drive growth.
Consumer Insights for Category Forecasts: From Trend to Take-Rate
Moving beyond trend spotting to predict actual market penetration through systematic consumer research and behavioral modeling.
Category Creation: Win-Loss Without Mental Models
Learn category creation doing win loss when buyers don't have mental models. Extract insights and build comparison frameworks for new markets.