Round 1 Winners!
Proof of Usefulness Report

23insights

Analysis completed on 3/8/2026

+28
Proof of Usefulness Score
You're In Business

23insights is a legitimate freelance consultancy led by an experienced researcher (Ramona Daniel) with a strong background at major agencies (Kantar, Ipsos). However, the project submission contains severe quality issues: it claims the audience is 'everyone' and that 'most people have used my product', which is factually incorrect for a niche B2B consultancy. While the underlying service is viable and the founder is credible, the submission fails to demonstrate scalable technology or verify the exaggerated traction claims, resulting in a low score typical for a non-tech small business entry with poor metadata.

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Score Breakdown

Real World Utility+15.0
Audience Reach Impact+1.0
Technical Innovation+1.5
Evidence Of Traction+2.5
Market Timing Relevance+5.0
Functional Completeness+0.5
Subtotal+25.5
Usefulness Multiplierx1.1
Final Score+28

Project Details

Project URL
Description
I'm a cultural insights and research strategy consultant with over 25 years of experience at leading global agencies including Ipsos, Kantar, and across the WPP network. I now work independently, partnering with organisations that need senior-level expertise on a flexible, freelance basis. Clients value my ability to step into complex projects quickly. My work bridges strategic thinking and hands-on delivery, from designing multi-market research programmes to translating data into compelling cultural narratives. I specialise in helping businesses decode cultural shifts, optimise research processes for greater efficiencies, and upskill teams – particularly at the intersection of traditional research methodologies and AI-driven analytics tools. I am available for freelance projects, short-term contracts, and advisory work, including: • Strategic Research Design: From early-stage research planning to executive-ready deliverables, I develop approaches that align with business goals. This includes segmentation, cultural insight frameworks, and thought leadership narratives. • Team Enablement & Skills Development: I lead practical workshops on questionnaire design, data analysis, insight generation, and storytelling – equipping teams to work with greater confidence and apply AI tools effectively. I also offer 1:1 coaching to help researchers deepen expertise and grow their strategic impact. • Research Operations & Interim Leadership: I review and streamline existing research processes, supporting teams through change or stepping in as interim insight lead.

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