Proof of Usefulness Report

Stocktwits

Analysis completed on 1/30/2026

+674
Proof of Usefulness Score
Category Standard

Stocktwits is a highly established, market-leading financial social media platform with verifiable scale significantly exceeding the calibration baseline. While the submission quality was poor (citing 'space-technology' and providing vague traction claims like 'most people'), external verification confirms 5M+ monthly users and the invention of the industry-standard 'cashtag' ($TICKER). The project scores highly on utility, reach, and traction due to its real-world dominance, despite the low-effort data entry. The score reflects a major, mature tech entity.

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Score Breakdown

Real World Utility+230.0
Audience Reach Impact+190.0
Technical Innovation+112.5
Evidence Of Traction+190.0
Market Timing Relevance+85.0
Functional Completeness+5.0
Subtotal+812.5
Usefulness Multiplierx0.83
Final Score+674

Project Details

Project URL
stocktwits.com
Description
Stocktwits is a social media platform designed specifically for investors and traders to share ideas, insights, and information about the stock market. Operating through its website, stocktwits.com, the platform allows users to post short messages, similar to tweets, that include stock tickers, enabling real-time discussions about market trends, individual stocks, and investment strategies. Stocktwits also offers features such as trending tickers, sentiment analysis, and curated lists to help users make informed decisions. The platform aims to create a community-driven space where both novice and experienced investors can engage and learn from each other.

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