AI product research workspace

LabRat

Validate app, SaaS, desktop, and web product ideas with structured market research, competitor evidence, monetization checks, SEO angles, and MVP planning in one workspace.

LabRat product research dashboard preview
9 scoring dimensions
AI research reports
SEO keyword angles
MVP execution plans

From vague idea to ranked opportunity

Research reports

Generate structured market, competitor, channel, platform, SEO, and risk analysis for each idea.

Scoring model

Compare opportunities by need, willingness to pay, competition, difficulty, acquisition, retention, and SEO.

Idea pipeline

Track generated ideas, scan market demand, and keep every report attached to a workspace.