What problem does it solve?
Market research, competitive analysis, investor due diligence, and industry intelligence are performed with source attribution and decision-oriented summaries to inform business decisions.
Core Features & Use Cases
- Investor / Fund Diligence: Collect fund size, stage, and typical check size; gather relevant portfolio companies; capture public theses and recent activity; identify obvious red flags or mismatches.
- Competitive Analysis: Document product realities versus marketing, capture funding/investor history if public, track traction metrics, and extract pricing/distribution clues; note strengths, weaknesses, and positioning gaps.
- Market Sizing: Use top-down estimates from public sources and bottom-up sanity checks from feasible customer acquisition assumptions; require explicit assumptions for every logical leap.
- Technology / Vendor Research: Explain how a tech works, assess trade-offs and adoption signals, evaluate integration complexity, and consider security/compliance/operational risk.
Output & Quality
- Output Format: Default structure includes an executive summary, key findings, implications, risks, recommendations, and sources.
- Quality Gate: Ensure every claim is sourced or labeled as an estimate; flag outdated data; include risks and counterarguments; deliver actionable recommendations.
Quick Start
Ask me to generate a market sizing report for a target industry, including sources and a concise executive summary.
