The AI Hype in Primary Research Is Real, But So Are the Limits
A practical guide for PE deal teams, hedge fund analysts, and corporate strategy professionals on the limitations of AI for primary research
Guides
How to Brief an Expert Network to Get 10x Better Results
Most primary research briefs fail before a single expert is contacted. This guide breaks down the seven elements that separate briefs that shift your investment view from ones that waste your week.
Guides
How to Structure, Run, and Synthesize Expert Calls That Actually Drive Investment Decisions
A practitioner's guide for PE deal teams and hedge fund analysts on building discussion guides, running expert calls that produce real signal, and synthesizing insights across 10–20 calls into a view that drives conviction.
How Hedge Fund Analysts Use Primary Research to Mitigate Risk and Generate Alpha
A practitioner's guide to the full primary research toolkit — expert interviews, B2B surveys, channel checks, and competitive landscaping — and how top hedge fund analysts deploy each to build conviction, challenge consensus, and create differentiated edge.
The 4 Models of Expert Research: How to Choose the Right One for Your Investment Process
A buyer's framework for evaluating expert research models — traditional expert networks, AI-augmented platforms, transcript libraries, and done-for-you research — with key players, pros, cons, and guidance for PE and hedge fund teams.
Guides
AI-Led Expert Calls vs. Human-Led Research: What Investment Teams Actually Need to Know
Are AI-moderated calls ready to replace real human expertise? And where can AI help investment professionals in the due diligence process. Here's the full guide.
Guides
The Anatomy of a World-Class Primary Research Provider
A buyer’s framework for investment teams evaluating primary research vendors. Criteria, red flags, and the questions that separate providers who deliver edge from those who sell access.
A Practical Guide to Channel Checking Software Companies
An Guide for Long/Short Hedge Fund Investing in Software Tickers.
The Complete Guide to Commercial Due Diligence for Investment Professionals
This guide seeks to cover in full for investment professionals eager to understand the principles and practice of empirical and rigorous CDD
An introduction to Done-For-You Primary Research for Investment Professionals
How Woozle's primary research platform outperforms traditional expert networks.
Expert Networks: The Complete Guide for Investment Professionals
This guide breaks down how expert networks work, what they cost, and how to use them without wasting time or money on the middleman model that dominates the industry.
Guides
The Art of Primary Research: How the Best Deal Teams Build Conviction
Nearly 60% of deals fail due to poor diligence. Here's how top deal teams use primary research to validate theses and uncover risks before they become write-downs.