Proof of Usefulness Report

Dialpad

Analysis completed on 1/19/2026

+718
Proof of Usefulness Score
Category Standard

Dialpad is a highly established, 'unicorn' status cloud communication platform with verifiable market valuation over $2 billion and significant annual recurring revenue ($200M+). While the submission text itself was low-effort and contained hyperbolic claims regarding user reach ('everyone', 'most people'), external verification confirms the project's high real-world utility, advanced AI technology, and substantial market presence. The score reflects the massive scale and success of the business, slightly penalized by the poor quality of the submission evidence.

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Score Breakdown

Real World Utility+225
Audience Reach Impact+170
Technical Innovation+120
Evidence Of Traction+180
Market Timing Relevance+80
Functional Completeness+5
Subtotal+780
Usefulness Multiplierx0.92
Final Score+717

Project Details

Project URL
dialpad.com
Description
Dialpad is a leading cloud-based communication platform that specializes in providing modern business communication solutions. With its headquarters in San Francisco, California, Dialpad offers a suite of products designed to enhance collaboration and communication for businesses of all sizes. Their offerings include voice, video, messaging, and contact center solutions, all powered by advanced AI technology to improve productivity and streamline workflows. Dialpad's platform is known for its ease of use, seamless integration with other business tools, and its ability to support remote and hybrid work environments effectively. The company is committed to transforming how businesses communicate, making it easier for teams to connect and collaborate from anywhere in the world.
Audience Reach
everyone
Target Users
everyone
Technologies
Messaging Communications, Cloud Computing, It Services
Traction Evidence
most people have used my product

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