Proof of Usefulness Report

aiSight.ai

Analysis completed on 3/11/2026

+118

Proof of Usefulness Score

Gaining Momentum

While aiSight.ai (formerly SurveyAuto) appears to be based on a legitimate business concept providing data analytics for FMCG companies, this specific submission contains numerous red flags. The claims are wildly exaggerated or nonsensical (e.g., claiming 'most people have used my product' for B2B SaaS, and an 'all time marketcap: 50000' for monthly revenue), and the submitter uses a pseudonym ('WhisperFang'). The lack of verifiable evidence and extremely poor response quality significantly penalize the score.

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Score Breakdown

Real World Utility+80.0

Audience Reach Impact+5.0

Technical Innovation+22.5

Evidence Of Traction+0.0

Market Timing Relevance+24.0

Functional Completeness+0.0

Subtotal+131.5

Usefulness Multiplierx0.9

Final Score+118

Project Details

Project URL

aisight.ai

Description

aiSight.ai (formerly known as SurveyAuto.com) is a SaaS-based data analytics platform providing FMCG companies with granular and actionable insights to improve their sales and distribution functions and grow their market share. We combine your retail audit data, consumer panel data and the secondary sales data to come up with the channels, distributors, routes and SKUs impacting the performance in the market.

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