Proof of Usefulness Report

Agentz.ai

Analysis completed on 1/5/2026

+65
Proof of Usefulness Score
You're In Business

Agentz.ai is a verifiable business providing AI-driven digital receptionist services for SMBs, founded by experienced entrepreneurs (ex-Yellowpages.com). While the project has high real-world utility and strong market timing, the submission itself was of extremely low quality—resembling a copy-pasted job description with hyperbolic and unsupported traction claims (e.g., 'most people have used my product'). External search confirms the company operates with valid product tiers and customers since ~2019, but the lack of direct evidence in the submission severely penalizes the final score.

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Score Breakdown

Real World Utility+22
Audience Reach Impact+5
Technical Innovation+11
Evidence Of Traction+8
Market Timing Relevance+9
Functional Completeness+0
Subtotal+56
Usefulness Multiplierx1.15
Final Score+65

Project Details

Project URL
Description
Agentz is a US based company with a vision to provide digital employee to every business to automate their communication and routine tasks. Agentz has built a AI/ML powered conversation and automation platform. Agentz's first product - a digital receptionist - attends and guides online customers, answers routine questions, handles missed calls, takes a message or a voicemail, books an appointment, automates SMS replies, provides live chat and live view to online activities and notifies business staff when necessary. It comes with an omni-channel inbox to track all communication. Agentz digital receptionist is always on so a business never misses a prospect or customer. \n\nAgentz is founded by serial entrepreneurs with multiple exists including Yellowpages.com which was sold to AT\u0026T. \n\nWe are looking for engineers with entrepreneurial mindset who want to make a difference and learn things that big companies can't teach.We guarantee to give you the experience of lifetime in a way that you will be able to handle most engineering challenges after working with our team for few years. \n\nWe offer a great environment, opportunities to learn a wide range of skills with competitive pay, flexibility and stock options. \n\nWork hard, play hard is our motto. We appreciate engineers with great attitude, problem solving skills, and work ethics. Personality match is more important to us than skill set match. No.of problems solved is more important to us than no. of years of experience. If you are looking for a comfort zone in a big company, we are not a right fit for you. If you want to challenge yourself and learn everything about building a company, lets talk.
Audience Reach
everyone
Target Users
everyone
Technologies
Messaging Communications, Construction, Machine Learning
Traction Evidence
most people have used my product

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