Proof of Usefulness Report

Aidentified

Analysis completed on 2/4/2026

+455
Proof of Usefulness Score
Industry Mainstay

The project description describes 'Aidentified', a legitimate, Series B verified company (founded 2017, ~$32.8M funding from FactSet, ~50 employees). However, the submission itself is of extremely low quality: it uses an incorrect name ('SwiftShade'), lists team size as '0', and makes false traction claims ('most people have used my product'). While the actual company has high real-world utility and verified traction, the score is heavily penalized by the 'Response Quality' and the unreliability of the submitted data.

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Score Breakdown

Real World Utility+22.50
Audience Reach Impact+15.00
Technical Innovation+12.00
Evidence Of Traction+13.50
Market Timing Relevance+8.50
Functional Completeness+0.25
Subtotal+71.75
Usefulness Multiplierx1.06
Final Score+455

Project Details

Project URL
aidentified.com
Description
Aidentified is a relationship intelligence platform that uses technology and data to help professionals prospect, identify, and connect with high-value individuals and organizations. The platform combines real-time insights on wealth events, executive movements, and relationship mapping with a database of over 300 million professional and consumer profiles. Aidentified aims to make prospecting and relationship management more efficient and data-driven by integrating features similar to Google, Facebook, and LinkedIn into a single interface. The company was founded in 2017 and is headquartered in Concord, Massachusetts.

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