Why this tool exists

Every resource I read on product marketing research workflows pointed to the same failure mode. Inherited market sizing slides nobody revisits, or AI output too generic for Sales to trust. I wanted to test whether a tool could fix that, grounding the analysis in your own win loss notes and benchmarks instead of generic prompts, with Claude structuring it and Grok checking the claims before you'd ever show it to someone. Save to a project and chain the brief directly into battle cards and content calendars without re-entering context.

Example output
Real Market Sizing output for Cursor AI IDE — TAM $4.2B, SAM $890M, SOM $42M with bottom-up calculation and sensitivity ranges

Market sizing with TAM / SAM / SOM and methodology notes

Example output
Real audience persona cards with goals, pain points, and channel strategy for B2B SaaS engineering buyers

Audience personas plus ranked industry trends with urgency tags

Win-loss notes, supporting research, known benchmarks, customer quotes, or internal data — grounds all modules and reduces generic output.

// Combined output
// Size your market
Try an example:
// Bottom-up sizing inputs (optional — enables sensitivity ranges)
Analyzing market…
Market Opportunity Breakdown
Key Assumptions
Strategic Recommendations
// Generate audience personas
Try an example:
Generating personas…
Messaging Framework
Channel & Reach Strategy
// Build a research plan
Try an example:
Building research plan…
Sample Survey Questions
Success Metrics & KPIs

Last updated: June 2026