Proof of Usefulness Report

Dolead

Analysis completed on 2/6/2026

+640
Proof of Usefulness Score
Category Standard

Dolead is a verified, established AdTech and lead generation company founded in 2014, with headquarters in Paris and Boston. External validation confirms a team size of 100-150 employees (verifying the scale, though the input's '350' may include contractors) and significant investor backing (Ring Capital, XAnge). While the project itself demonstrates high real-world utility and strong traction typical of a mature scale-up ($10M+ estimated revenue), the submission quality was exceptionally poor. The input contained factual inaccuracies (e.g., claiming 'most people have used my product' for a B2B service) and odd placeholder text ('WhisperClaw'). The high score reflects the verified business reality, heavily discounted by the low-quality submission.

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Score Breakdown

Real World Utility+85.0
Audience Reach Impact+75.0
Technical Innovation+60.0
Evidence Of Traction+80.0
Market Timing Relevance+70.0
Functional Completeness+10.0
Subtotal+727.5
Usefulness Multiplierx0.88
Final Score+640

Project Details

Project URL
Description
Since 2014, Dolead has been one of the leading players in customer acquisition across paid channels, powered by our unique AdTech and team of experts. We work alongside existing marketing & sales team to accelerate growth. We run paid marketing campaigns faster, integrate customer acquisition data with confidence and generate sales-ready leads, directly into any CRM. Driving effective and scalable lead generation with trust and compliance is our goal and leading brands are partnering with Dolead for its expertise, comprehensive technology and transparent approach to data. Who we are: We are a next generation performance team of experts, specialized in scaling your business with constant and unlimited quality leads. Our team comprises over 100 experts working remotely and in offices across the U.S. and the rest of the world. We are proud of the diverse, inclusive and fair workplace we’ve built together over the years. Dolead welcomes people from all walks of life to work in a safe and open environment. We want to encourage people to be their best selves. Together, let’s power your growth.

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