A reviewer-style dashboard and cohort heatmap with weighted scores and provider metadata.
Evaluator demo
Inspect a public sample dashboard, cohort, reports, and export artifacts without creating an account.
This demo uses three synthetic startups with distinct outcomes so evaluators can see the same dashboard, cohort heatmap, report depth, and export posture that the authenticated workspace exposes.
Open sample dashboardOpen sample cohortOpen sample reportOpen exports routeDownload sample CSVDownload sample PDF
Visible scoring dimensions
Problem-Solution ClarityMarket Research & OpportunityBusiness Model & Unit EconomicsTraction & ValidationDefensibility & CompetitionTeam & Execution CapabilityDeck Quality & Narrative
What this covers
Three complete investor-style reports including SWOT, evidence, warnings, recommendations, and mentor annotations.
Public sample export artifacts plus downloadable synthetic pitch decks so the full input-to-output path is visible without signing in.
Sample startups
Three different screening outcomes
The sample set intentionally spans a strong deck, a middle-of-the-pack deck, and a weaker evidence case so the reporting differences are obvious.
Strongest sample
SignalForge
Industrial AI orchestration with paid pilot conversion, clear ROI evidence, and a credible founder-market fit story.
Founder Maya Lin
3 paid pilots converted to annual contracts.
Lead customer reported 23% downtime reduction.
Manufacturing hiring plan expanded across solutions engineering.
Middle-of-pack sample
CampusCart
Campus commerce workflow with promising adoption, but still missing a sharper wedge and defensibility argument.
Founder Jon Reyes
18 paid campuses active across two semesters.
71% semester retention after club storefront launch.
Event merchandise GMV grew 29% after pickup workflow changes.
Needs revision sample
LedgerLeaf
Compliance workflow concept with understandable pain but not enough quantitative proof or moat clarity yet.
Founder Amira Rahman
Founder interviews identified clear compliance pain but limited repeatable urgency.
Two pilot conversations are underway, but no retained usage evidence is shown yet.
Category positioning is still broader than the buyer proof available.