Proof of Usefulness Report

Sebros Auto Private Limited

Analysis completed on 1/24/2026

+24
Proof of Usefulness Score
You're In Business

The submission suffers from a critical identity conflict, conflating two unrelated entities. The description outlines 'Sebros Group' (sebros24.de), a small German service agency offering IT, events, and photography founded in 2018 by Marc-Philipp Hasselmann. However, the submitted URL (sebrosgroup.com) and team size (350) belong to 'Sebros Auto Private Limited,' a large, established Indian automotive component manufacturer. Consequently, the traction claims ('most people have used my product') are demonstrably false for the described German entity, and the metrics provided are invalid.

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Score Breakdown

Real World Utility+20
Audience Reach Impact+5
Technical Innovation+5
Evidence Of Traction+0
Market Timing Relevance+20
Functional Completeness+10
Subtotal+30
Usefulness Multiplierx0.81
Final Score+24

Project Details

Project URL
sebrosgroup.com
Description
Unternehmensbereiche / Marken: - Marke: Sebros Consulting - Marke: Mach 4 - Marke: ptshlm / photos by hlm Mach 4 | RACE.EVENT.LIFESTYLE: - Planung / Durchführung von Events - Event-Planung für Unternehmen - Ausfahrten unterschiedlichster Formate - Fahrer- & Rennstrecken Coaching - Aufbau / Beratung von Rennfahrzeugen - Technische Begleitung von Rennfahrzeugen - Vertrieb / Beratung von Ersatzteilen - Online-Shop - Sim-Racing Beratung / Teilnahme an Events Sebros Consulting: - Aufbau eigener Marken / Konzepte - Marketing-Konzepte - Social-Media Konzepte - Webdesign - Online-Shop - Corporate Design - Werbematerial (Visitenkarten, Flyer, Werbung) - E-Mail Server - IT & Infrastruktur - Computer- & Technik Beratung und Vertrieb - Unternehmensausstattung im Bereich der IT und Technik - regelmäßige Sicherheitsüberprüfungen - Datenschutz Prüfungen - Support 24/7 (Online + vor Ort) ptshlm / photos by hlm: - Fotograf - Automotiv Fotografie - Firmen Fotografie

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