Proof of Usefulness Report

SurveySparrow

Analysis completed on 1/31/2026

+485

Proof of Usefulness Score

Industry Mainstay

SurveySparrow is a verified, high-traction SaaS company with significant market presence (100k+ customers, $10M-$50M+ revenue), fitting the 'Much larger scale' calibration (400-700 range). However, the submission quality is extremely poor (vague claims like 'most people', null data), resulting in a low Quality Factor (0.5) applied across all metrics. The core value of Conversational UI and the confirmed team scale (325-431 employees) drive the score up despite the lack of provided evidence.

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Score Breakdown

Real World Utility+11.88

Audience Reach Impact+9.50

Technical Innovation+5.25

Evidence Of Traction+12.25

Market Timing Relevance+4.00

Functional Completeness+0.50

Subtotal+43.38

Usefulness Multiplierx1.12

Final Score+485

Project Details

Project URL

surveysparrow.com

Description

SurveySparrow lets you collect feedback naturally, gain insights and make better decisions.\n\nWith easy sharing options, SurveySparrow allows you to share surveys across Web, Mobile, Social, and Email to collect feedback from the targeted audience.\n\nWith the conversational interface, your audience feels more personal and engaging approach which leads to 40% more completion rate.

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