Proof of Usefulness Report

Pigro

Analysis completed on 1/27/2026

+353
Proof of Usefulness Score
Certified Problem Solver

Pigro is a verified B2B AI knowledge retrieval startup with Tier 1 clients (Sky Italia, BNP Paribas) and a clear utility proposition (addressing 41% of managers' pain points). However, the project submission is of very poor quality, containing hyperbolic falsehoods (claiming 'everyone' as the audience and 'most people' have used the product) and unclear financial data ('marketcap: 11000000'). While the technology and legitimate enterprise traction provide a solid foundation, the score is heavily penalized by the lack of verifiable data in the submission and the hyperbolic claims.

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Score Breakdown

Real World Utility0.25)
Audience Reach Impact0.20)
Technical Innovation0.15)
Evidence Of Traction0.25)
Market Timing Relevance0.10)
Functional Completeness0.05)
Subtotal+417
Usefulness Multiplierx0.85
Final Score+353

Project Details

Project URL
Description
41% of managers rank as the top one problem to solve the content findability. This happens because inside an enterprise there are several repositories, each one with its own search feature. Users jump from repository to repository to find what they are looking for, struggling with poor search experiences. Search results are so poor that 13% of the employee's time is wasted in creating content that already exists because they are not able to find it.\n\nPigro is an AI search engine for large corporates working on their internal knowledge base. Anyone can ask questions in natural language and receive a straight answer or data, instead of having to search for the answer inside each document.\n\nHow it works:\n\n- Connect your repository, and we will import and then update any kind of digital content, automatically.\n- Ask complex questions in natural language and get a clear-cut answer: the exact portion of text that answers your question, no need to read the whole document.\n- As the knowledge gets created Pigro updates itself in the background without any human intervention, without changing employees' habits.\n\n

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