Proof of Usefulness Report

Pickideally

Analysis completed on 3/12/2026

+65.55

Proof of Usefulness Score

You're In Business

The project addresses a valid use case in AI-driven talent sourcing but provides extremely vague and unsubstantiated claims regarding traction ('most people have used my product') and target audience ('everyone'). With no verifiable active users, conflicting metrics, and poor response quality, the submission falls firmly into the minimal traction category.

Ready to Compete for $150k+ in Prizes?

Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes

View All Reports

Score Breakdown

Real World Utility+50

Audience Reach Impact+2

Technical Innovation+7.5

Evidence Of Traction+1.25

Market Timing Relevance+10

Functional Completeness+0.5

Subtotal+71.25

Usefulness Multiplierx0.92

Final Score+66

Project Details

Project URL

pickideal.ly

Description

AI-tool for Sourcing Passive Tech Talent. Algorithm collates data from 10+ sources: from Linkedin to Github. Automate sourcing and hire developers x3 faster.

Algorithm Insights

Market Position

Growing utility with room for optimization

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