Proof of Usefulness Report

Vistre

Analysis completed on 2/17/2026

+315

Proof of Usefulness Score

Certified Problem Solver

Vistre is a verified, legitimate B2B software company based in Ireland, spun out of Brady Underwriting in 2022. It offers a policy administration platform and AI tools (Vistre Glass) for MGAs. However, the submission quality is extremely poor, containing false claims ('everyone' audience, 'most people have used my product') and vague data. The score reflects the project's genuine real-world utility and verified existence, heavily penalized by the hallucinatory and lazy submission details.

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Score Breakdown

Real World Utility+20.00

Audience Reach Impact+2.00

Technical Innovation+9.00

Evidence Of Traction+5.00

Market Timing Relevance+6.00

Functional Completeness+0.25

Subtotal+42.25

Usefulness Multiplierx0.75

Final Score+317

Project Details

Project URL

vistre.com

Description

Vistre helps MGAs to quickly scale their business. Launched in 2022, the Vistre software solution is focused on helping insurance MGAs manage their operations, compliance and reporting obligations. It allows the MGA to power their broker network, sell direct, and automate compliance.

Algorithm Insights

Market Position

Strong market validation with clear user adoption patterns

User Engagement

Documented reach suggests active user community

Technical Stack

Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline