Proof of Usefulness Report

Watchers—We Make Your Platform Social

Analysis completed on 2/2/2026

+405
Proof of Usefulness Score
Certified Problem Solver

Watchers.io is a legitimate B2B SaaS platform offering white-label community engagement tools (chat, streaming, AI moderation) for iGaming, VOD, and trading platforms. Verified participation in the AWS Aim High Accelerator and partnerships with companies like Digitain and Novomatic support its viability. However, the submission itself was of exceptionally poor quality (e.g., claiming 'most people have used my product'), which heavily impacted the Response Quality score. Despite the lazy input, the project demonstrates strong utility and verifiable traction in a niche market.

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Score Breakdown

Real World Utility+162.5
Audience Reach Impact+70.0
Technical Innovation+75.0
Evidence Of Traction+112.5
Market Timing Relevance+60.0
Functional Completeness+5.0
Subtotal+485
Usefulness Multiplierx0.83
Final Score+405

Project Details

Project URL
https://watchers.io
Description
Watchers provides integrated community-building tools for your platform: text chats, audio streams, engagement and copy-widgets, and advanced AI moderation. Our solution is suitable for any platform with users and topics to discuss: VOD, betting, trading, educational, etc. Why let the audience discuss content on external social media if you can have one right on your platform? Learn how users choose, watch, and discuss content—with us! Watchers had been selected as a promising AI start-up for Aim High Accelerator program, by AWS.

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