Proof of Usefulness Report

Fertiligent AI

Analysis completed on 3/10/2026

-71.5

Proof of Usefulness Score

Lab Mode

Fertiligent AI addresses a valid industry (IVF) but exhibits severe red flags in its submission. Claims such as 'most people have used my product' for a 2025 health-tech startup and a confusing 'all time marketcap: 500000' metric point to a lack of verifiable traction and credibility. The extremely vague audience targeting ('everyone') further detracts from its real-world viability, resulting in a negative score.

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Score Breakdown

Real World Utility+25

Audience Reach Impact-20

Technical Innovation+10

Evidence Of Traction-100

Market Timing Relevance+40

Functional Completeness-20

Subtotal-65

Usefulness Multiplierx1.1

Final Score-71

Project Details

Project URL

fertiligent.ai

Description

Fertiligent AI is transforming fertility care by combining advanced artificial intelligence with deep clinical expertise. Our platform empowers IVF clinics and patients through intelligent automation, compassionate support, and data-driven insights. https://fertiligent.ai For clinics, we reduce administrative burden, streamline workflows, and unlock actionable intelligence across patient journeys. For patients, we provide an empathetic AI companion that answers questions, explains treatments, and delivers guidance in an approachable, trustworthy way. Built in collaboration with global IVF partners, Fertiligent AI ensures data privacy, compliance, and seamless integration with EMRs and patient portals. Our mission is to make fertility care more accessible, efficient, and human-centered—helping clinics focus on what matters most: better outcomes for patients and families.

Algorithm Insights

Market Position

Early stage requiring focused development

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