Proof of Usefulness Report

Staircase AI

Analysis completed on 1/30/2026

+419
Proof of Usefulness Score
Certified Problem Solver

Staircase AI is a legitimate, high-potential B2B project that was acquired by Gainsight in August 2024, validating its real-world utility and market value. While the specific submission provided contained low-quality, inaccurate data (e.g., claiming 'everyone' as the audience and providing no revenue metrics), external verification confirms it was a VC-backed startup with ~$5M in funding prior to exit. The high score reflects the successful exit and proven technology, despite the poor quality of the submission form.

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Score Breakdown

Real World Utility+22.5
Audience Reach Impact+9.6
Technical Innovation+12.0
Evidence Of Traction+18.0
Market Timing Relevance+9.0
Functional Completeness+0.25
Subtotal+71.35
Usefulness Multiplierx0.98
Final Score+419

Project Details

Project URL
Description
Staircase AI is a Customer Intelligence & Analytics platform. Our AI merges human & product signals to automatically predict churn & uncover hidden growth opportunities. By analyzing millions of customer signals, we help Revenue leaders unlock revenue growth.

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