Proof of Usefulness Report

Topica Marketing

Analysis completed on 3/13/2026

+118.9

Proof of Usefulness Score

Gaining Momentum

Topica Marketing identifies a highly relevant emerging market in AI search optimization for B2C businesses. However, the submission contains significant red flags, including unsubstantiated and exaggerated claims ('most people have used my product', 'audience: everyone') alongside confusing revenue metrics ('marketcap: 500000'). As a management consulting agency rather than a scalable tech product, verifiable evidence of traction and technical innovation are absent, resulting in heavy penalties and low quality multipliers across most criteria.

Ready to Compete for $150k+ in Prizes?

Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes

View All Reports

Score Breakdown

Real World Utility+75.0

Audience Reach Impact+5.0

Technical Innovation+7.5

Evidence Of Traction-25.0

Market Timing Relevance+80.0

Functional Completeness+2.5

Subtotal+145

Usefulness Multiplierx0.82

Final Score+119

Project Details

Project URL

topicamarketing.com

Description

Helping B2C Businesses bring traffic through optimising AI/LLM Search. Platforms like ChatGPT, perplexity and more are growing at a rapid rate, users are now relying on Ai and LLMs for search results, Google themselves, the leading search engine are leveraging Ai and Ai features like Ai overviews to keep up. B2C businesses must keep up also. We assess current visibility to Ai, the information is has and uses, when and to who’s query results you show in, if any. We then create a tailored strategy to improve these areas and drive more leads to your website from Ai Search results. We also offer a done for you service where will will implement the strategy.

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