Proof of Usefulness Report

StreetLight

Analysis completed on 3/24/2026

+568

Proof of Usefulness Score

Industry Mainstay

StreetLight Data is a highly impactful B2B mobility analytics platform acquired by Jacobs, demonstrating exceptional enterprise traction, technical innovation, and large-scale utility. However, the application submission itself was poorly completed with vague and inaccurate entries (e.g., 'most people have used my product', 'everyone'), which significantly reduced the quality factor multipliers for traction and audience reach. Despite the weak submission quality, the underlying company's verifiable scale places it in a high-scoring tier.

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Score Breakdown

Real World Utility+212.5

Audience Reach Impact+70.0

Technical Innovation+120.0

Evidence Of Traction+106.25

Market Timing Relevance+85.0

Functional Completeness+5.0

Subtotal+598.75

Usefulness Multiplierx0.95

Final Score+569

Project Details

Project URL

streetlightdata.com

Description

StreetLight, a subsidiary of Jacobs, pioneered the use of Big Data analytics to shed light on how people, goods, and services move, empowering smarter, data-driven transportation decisions. We made it easy, affordable, and efficient for planners, modelers, and engineers to access real-world mobility data. How? Our data science and engineering teams lead the market in applying proprietary machine-learning algorithms and data processing resources to measure travel patterns of vehicles, bicycles and pedestrians that enable complex transportation problem solving using analytics available on our mobility SaaS platform, StreetLight InSight®. Acquired by Jacobs in February 2022, we continue to provide innovative digital solutions to help communities reduce congestion, improve safe and equitable transportation, and maximize the positive impact of infrastructure investment.

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