AI research reports
Convert a product brief into market, audience, competitor, channel, platform, SEO, monetization, MVP, technical, and risk analysis.
01Research capabilities
Research, score, decide, then build.
LabRat connects the full product discovery loop: frame an idea, challenge it with structured research, compare its opportunity score, and preserve the conclusions that should guide an MVP.
02Core toolkit
Every feature has one job: reduce expensive uncertainty.
Use the modules independently, or keep them connected as a repeatable research protocol across your entire idea backlog.
Competitor mapping
Capture product type, platform, pricing, strengths, weaknesses, evidence, market gaps, and a credible differentiation angle.
Opportunity scoring
Rank ideas across need, willingness to pay, competition, acquisition, retention, monetization, SEO, platform distribution, and build difficulty.
Naming and ASO
Generate name candidates with taglines, ASO keywords, domain notes, platform fit, and availability context for the strongest direction.
Demand Radar
Track external pain signals, target audiences, opportunities, evidence links, tags, and confidence scores in one searchable workspace.
Build-ready handoff
Keep positioning, requirements, visual direction, MVP scope, and implementation context attached to the research that produced them.
03Connected outputs
Research compounds when each conclusion feeds the next step.
INPUT / 01Product idea and assumptions
RESEARCH / 02Evidence and opportunity score
DECISION / 03Positioning and MVP scope
HANDOFF / 04Build context for your code agent
LAB / 01
→Your next move