Round 1 Winners!
Proof of Usefulness Report

Quaie

Analysis completed on 3/11/2026

+112.5
Proof of Usefulness Score
Gaining Momentum

Quaie addresses a highly relevant market intersection (AI and ecommerce), yielding a solid market timing score. However, the submission is significantly undermined by exaggerated and unsupported claims, such as 'everyone' being the audience, 'most people' having used the product, and a confusing '500000 marketcap', which contrast sharply with a 2025 launch date and a team of 6. The reliance on generic market research surveys also limits technical innovation. The final score reflects a conceptual baseline that is heavily penalized for lack of verifiable traction and poor response quality.

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Score Breakdown

Real World Utility+60.0
Audience Reach Impact+4.0
Technical Innovation+6.0
Evidence Of Traction+2.5
Market Timing Relevance+50.0
Functional Completeness+2.5
Subtotal+125
Usefulness Multiplierx0.9
Final Score+113

Project Details

Project URL
Description
Quaie is a UK-based research and intelligence company analysing how artificial intelligence is transforming ecommerce performance โ€” spanning marketing, creativity, technology, logistics, forecasting, investment, talent, and growth. ๐—ช๐—ต๐—ฎ๐˜ ๐—ช๐—ฒ ๐——๐—ผ Weโ€™re building the data layer for AI ร— Ecommerce โ€” transforming how the industry measures performance and drives growth. Our research explores how AI is transforming ecommerce performance โ€” spanning marketing, creativity, technology, logistics, forecasting, investment, talent, and growth. Our proprietary intelligence is built from real human insight โ€” gathered directly from active ecommerce professionals through structured surveys, not from AI-generated data or automated scrapes. By publishing independent benchmarks and actionable insights, we aim to give the entire industry โ€” including brands, agencies, SaaS platforms, investors, and media outlets โ€” a trusted source of truth on how AI drives real commercial impact. Everything we release โ€” from large-scale studies and data dashboards to executive summaries and future reports โ€” is built to raise transparency, share learning, and help ecommerce make smarter, data-driven decisions. ๐—ง๐—ต๐—ฒ ๐—ฆ๐˜๐—ฎ๐˜๐—ฒ ๐—ผ๐—ณ ๐—”๐—œ ร— ๐—˜๐—ฐ๐—ผ๐—บ๐—บ๐—ฒ๐—ฟ๐—ฐ๐—ฒ ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ โ€” ๐—” ๐—ค๐˜‚๐—ฎ๐—ถ๐—ฒ ๐—œ๐—ป๐˜๐—ฒ๐—น๐—น๐—ถ๐—ด๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—ฅ๐—ฒ๐—ฝ๐—ผ๐—ฟ๐˜ ๐Ÿ“Š The State of AI ร— Ecommerce 2026 Survey is now live โ†’ [survey.quaie.io] ๐Ÿ“… Executive Summary free to all participants in December 2025. ๐——๐—ฎ๐˜๐—ฎ ๐—œ๐—ป๐˜๐—ฒ๐—ด๐—ฟ๐—ถ๐˜๐˜† All Quaie intelligence is proprietary โ€” sourced directly from verified ecommerce professionals through structured surveys and in-depth research, not AI-generated or scraped data. Quaie โ€” Independent intelligence shaping the future of AI-driven ecommerce.

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