Proof of Usefulness Report

Lovelytics

Analysis completed on 1/25/2026

+700
Proof of Usefulness Score
Category Standard

Lovelytics is a verifiable, high-growth data consultancy (Inc. 5000 rank #2418, Databricks Partner of the Year) with significant market presence (~500 employees, $15M+ est. revenue). However, the project submission itself was of extremely low quality, featuring a placeholder name ('DeepForge'), false audience claims ('everyone', 'most people have used my product'), and lack of supporting evidence. The high score reflects the verifiable reality of the business entity found via external search, heavily penalized in the Response Quality and Audience Reach metrics due to the poor submission.

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Score Breakdown

Real World Utility+225.0
Audience Reach Impact+60.0
Technical Innovation+112.5
Evidence Of Traction+285.0
Market Timing Relevance+90.0
Functional Completeness+5.0
Subtotal+777.5
Usefulness Multiplierx0.90
Final Score+700

Project Details

Project URL
Description
As a business intelligence services firm, Lovelytics uses Tableau and data as a means of providing clients with a better understanding of their business data to make smarter decisions. Lovelytics provides top data architecture and Tableau talent, which bridges the gap between the best data architecture and Tableau talent with business users who need help better understanding their data.\n\nOur goal is to make dashboards that help translate the complicated material into the simple. Staying true to our name, Lovelytics, we shorten complex data into understandable mash-ups that simplify information. With data architecture and modeling being the backbone of any analytics project, we’re constantly driven to put your data in the simplest form that exists. We believe that is vital in today’s world, where big data can feel often feel ominous and confusing.\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