Proof of Usefulness Report

Mobi Systems

Analysis completed on 1/25/2026

+615
Proof of Usefulness Score
Category Standard

Mobi (operating at takemobi.com) is a verified, high-impact B2B travel technology company originating from MIT CSAIL. Despite a low-quality submission that contained confusing data (e.g., 'Launch Date: 2001' likely conflating with MobiSystems OfficeSuite, and vague claims like 'everyone'), external verification confirms they power massive travel platforms for clients like American Express, TUI, and Disney. Their 'Mobi Agent' technology solves complex multi-modal routing and planning problems (the 'Traveling Salesman Problem') at scale. The claim 'most people have used my product' is directionally accurate via their backend integration with major global brands. The score reflects exceptional real-world utility and traction, penalized significantly for the poor quality of the submission text.

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Score Breakdown

Real World Utility+29.69
Audience Reach Impact+17.00
Technical Innovation+16.88
Evidence Of Traction+23.75
Market Timing Relevance+8.50
Functional Completeness+0.50
Subtotal96.32 (Base Weighted Score)
Scaling Factorx 6.2 (Calibration adjustment for Enterprise Scale)
Usefulness Multiplierx1.03
Final Score+615

Project Details

Project URL
takemobi.com
Description
As a B2B technology company, we build state of the art technology that our travel, transport and hospitality customers embed in your existing web and mobile tools, providing destination discovery, trip planning, real time trip support, and resource optimization. Our Agent product provides a set of six modules for enhanced digital experience. We've delivered to vertical leading theme park, credit card, OTA and tour/activity operators. \n\nIn the words of Mobi's advisor and previous board member Philip Wolf, \"companies hire Mobi because Mobi’s comfort zone is completely out of the client’s comfort zone. This is a company with clear, long, embedded relationships. Mobi has the leadership so projects don’t get de-scoped or delayed; they stay at scale and are delivered on time.\"

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