Round 1 Winners!
Proof of Usefulness Report

AIsearchIQ

Analysis completed on 3/8/2026

+31.64
Proof of Usefulness Score
You're In Business

AIsearchIQ addresses a highly relevant and emerging market need (AI Engine Optimization) with a strong conceptual problem-solution fit. However, the submission lacks verifiable technical details, demonstrates minimal to no real-world traction despite hyperbolic claims ('most people have used my product', 'all time marketcap: 500000'), and is too early-stage to justify a higher score. The poor response quality and lack of concrete evidence result in a low overall evaluation.

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Score Breakdown

Real World Utility+16.25
Audience Reach Impact+1.00
Technical Innovation+2.25
Evidence Of Traction+0.00
Market Timing Relevance+8.50
Functional Completeness+0.25
Subtotal+28.25
Usefulness Multiplierx1.12
Final Score+32

Project Details

Project URL
Description
Traditional analytics tools track human traffic. We go deeper, showing you how AI bots, training models, and search assistants interact with your site, and whether that visibility actually drives clicks and customers. With AIsearchIQ, you can: See how AI sees your site so you can understand what ChatGPT, Perplexity, Claude, and others pick up (and what they ignore). Track AI bot visits to identify which models are crawling your pages and when. Measure AI click-throughs so you know when exposure in AI tools actually converts into human visits. Compare performance across pages & sites to spot opportunities to improve your visibility in emerging AI ecosystems. From creators and publishers to agencies and enterprise teams, AIsearchIQ helps you turn AI exposure into measurable growth. 📊 AI visibility is the new SEO. Make sure you’re being seen.

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