Proof of Usefulness Report

VisibleIQ

Analysis completed on 2/19/2026

+80
Proof of Usefulness Score
You're In Business

VisibleIQ (bevisibleiq.com) is a verifiable B2B agency specializing in AI Search Optimization (GEO/AEO), a highly relevant and timely market. Search validation confirms the existence of a professional website, specific methodologies (VECTOR framework), and recent case studies (e.g., influential pipeline metrics). However, the submission itself contained severe quality issues, including hyperbolic claims ('most people have used my product', 'audience: everyone') which contradict the niche nature of the business. While the real-world utility and market timing are exceptional, the score is heavily penalized by the unrealistic reach claims and poor submission quality, placing it in the 'Minimal traction/Early stage' calibration tier despite promising revenue signals.

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Score Breakdown

Real World Utility+27.0
Audience Reach Impact+2.0
Technical Innovation+9.0
Evidence Of Traction+17.5
Market Timing Relevance+11.4
Functional Completeness+0.25
Subtotal+67.15
Usefulness Multiplierx1.19
Final Score+80

Project Details

Project URL
Description
We build advanced GEO (Generative Engine Optimization), AEO (Answer Engine Optimization), and AI SEO systems that help B2B SaaS companies rank in ChatGPT, Perplexity, and other AI search engines. We specialize in driving warm inbound leads by making your brand the answer buyers see when they ask AI. From visibility audits to full-funnel content strategies, we help you own the AI results page - without cold outreach or paid ads. If you're serious about becoming the brand AI recommends, we’ll get you there.

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