Proof of Usefulness Report

Qwilr

Analysis completed on 1/28/2026

+678
Proof of Usefulness Score
Category Standard

Qwilr is a well-established Series A SaaS company with significant market traction ($7M-$10M+ revenue, ~100 employees) and high utility in the B2B sales enablement space. However, the specific project submission provided was of extremely low quality, containing false claims ('everyone', 'most people'), incorrect naming ('StarFang'), and irrelevant tags ('energy-solutions'). Despite the poor submission quality, the project's verifiable real-world success, API capabilities, and market position warrant a high score, adjusted downward for the lack of credible data provided by the submitter.

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Score Breakdown

Real World Utility+212.5
Audience Reach Impact+150.0
Technical Innovation+120.0
Evidence Of Traction+225.0
Market Timing Relevance+85.0
Functional Completeness+2.5
Subtotal+795
Usefulness Multiplierx0.85
Final Score+678

Project Details

Project URL
qwilr.com
Description
At Qwilr, we bring the power of the web to documents. \n\nThink web-based docs that are a bit like web apps: functional, beautiful, interactive, support API calls and have deep analytics.\n\nWe want to help the world to move from the 1980s paradigm of word, powerpoint \u0026 PDF to the web - because the web can do so much more. \n\nQwilr's APIs allow larger or more technical teams to automate the creation of proposals, quotes and any other type of document. This can range from simple personalisation (by replacing variable fields like 'company' or 'firstname'), through to the programmatic creation of an unlimited number of entirely varied Qwilr pages. Anything that you can do manually in Qwilr, you can do programmatically with our Foundry API.

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