Proof of Usefulness Report

Suitable AI

Analysis completed on 2/17/2026

+218
Proof of Usefulness Score
Gaining Momentum

Suitable AI is a verifiable B2B recruitment marketplace utilizing AI agents for candidate screening. External search confirms the company's existence, a team size of 11-50 employees (contrasting the claimed 125), and active presence on reviews platforms like G2 and Clutch. However, the submission quality is critically low, containing nonsensical claims (e.g., 'most people have used my product', 'audience reach: everyone') and confusing financial metrics ('marketcap: 500000' vs 1,300 placements). The score acknowledges the legitimate business utility and market timing while heavily penalizing the exaggerated reach and poor data integrity.

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Score Breakdown

Real World Utility+80.0
Audience Reach Impact+19.2
Technical Innovation+42.0
Evidence Of Traction+48.0
Market Timing Relevance+36.0
Functional Completeness+2.0
Subtotal+227.2
Usefulness Multiplierx0.96
Final Score+218

Project Details

Project URL
Description
At Suitable AI, we power the growth of Global Capability Centers (GCCs) and AI innovation hubs by transforming how they hire STEM We’re a US-based AI led recruitment firm built for speed, precision, and deep-tech hiring. Our proprietary AI recruiter agents autonomously screen, interview, and shortlist candidates via voice and video — enabling R&D and digital centers to deploy vetted engineers in under 48 hours. We serve leading enterprise GCCs and AI Labs across aerospace, automotive, semiconductors, medical devices, banking, and SaaS — helping them scale engineering and product teams faster, with unmatched reliability and cost-efficiency. Why Choose Suitable AI? AI-Driven Hiring at Scale Our AI agents replicate SME-level interviews, screen 100s of candidates in parallel, and deliver shortlist-quality talent autonomously. Faster Time-to-Fill We reduce hiring cycles by up to 80%, with a 90%+ shortlist accuracy rate — helping your team hit product and delivery milestones faster. India’s Largest On-Demand Recruiter Network Backed by 1,500+ verified recruiters, we surface niche and passive talent across cloud, embedded systems, QA, functional safety, and more. Contract, C2H, and Full-Time Hiring — All Covered We offer full-service deployment with onboarding, payroll, and compliance — so you focus on growth, not process. Proven Enterprise Impact Over 1,300 engineers placed, across 10+ enterprise clients — with zero churn to date We're not just accelerating hiring — we're redefining it. Suitable AI helps modern GCCs build better teams, faster — through AI, data, and deep domain expertise.

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