Proof of Usefulness Report

Ailytics

Analysis completed on 1/5/2026

+348
Proof of Usefulness Score
Certified Problem Solver

Ailytics is a verified, high-potential B2B startup based in Singapore, specializing in video analytics for construction safety. External search confirms significant traction with $2.7M in Pre-Series A funding (led by Tin Men Capital), 70+ project deployments, and a team of ~32 employees. While the project itself demonstrates high real-world utility and strong market fit in the heavy industry sector, the submission quality was extremely poor (containing vague/inaccurate claims like 'everyone' and 'most people'), which significantly penalized the response quality score. The final score reflects the high intrinsic value and verified traction of the business, adjusted for the lack of effort in the submission.

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Score Breakdown

Real World Utility+90
Audience Reach Impact+65
Technical Innovation+75
Evidence Of Traction+127
Market Timing Relevance+80
Functional Completeness+5
Subtotal+442
Usefulness Multiplierx0.79
Final Score+348

Project Details

Project URL
Description
Video Analytics for construction safety and productivity
Audience Reach
everyone
Target Users
everyone
Technologies
Analytics, Media Production, Productivity
Traction Evidence
most people have used my product

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