Proof of Usefulness Report

Siftr

Analysis completed on 3/13/2026

+132

Proof of Usefulness Score

Gaining Momentum

Siftr presents a potentially valuable AI-powered real estate data search tool, but the submission is severely undermined by hyperbolic and unverifiable claims. Audience reach and traction metrics are exaggerated ('most people have used my product', 'everyone' for target audience), and the reported monthly revenue is listed as a $500K crypto market cap rather than actual business revenue. While the technical concept and market timing are relevant, the lack of realistic evidence and reliance on vague buzzwords restrict the project to a minimal traction tier.

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Score Breakdown

Real World Utility+60

Audience Reach Impact+2.5

Technical Innovation+40

Evidence Of Traction+2.5

Market Timing Relevance+40

Functional Completeness+5

Subtotal+150

Usefulness Multiplierx0.88

Final Score+132

Project Details

Project URL

siftr.net

Description

SIFTR | Real Estate AI Intelligence Infrastructure SIFTR is a next-generation real estate intelligence platform built on AI, big data, and blockchain. We unify 164 million+ U.S. property and ownership records into a single, searchable ecosystem—making it easy for real estate professionals, lenders, and investors to find, analyze, and act on high-value opportunities in real time. Whether you’re looking to target sellers, deploy loans, underwrite deals, or launch campaigns, SIFTR delivers verified, enriched, and actionable insights—fast. Our platform replaces outdated, disconnected tools with a modern, AI-powered workflow that understands what you want to achieve and shows you exactly how to get there. At the core of SIFTR is our proprietary dataset and outcome-based targeting engine, powered by a custom Large Language Model (LLM) trained on real estate logic. Users can query by plain language (“Find absentee-owned duplexes in Tampa with $150K+ equity”) and get CRM-ready results instantly. What sets us apart: • AI-native interface (no filters required) • Tokenized leasing model for verified insights • Real-time owner, mortgage, and equity intelligence • Validator-powered data freshness • CRM, API, and Web3 integrations • Web2.0 and Web3.0 Data synchronization SIFTR is already live with enterprise contracts, serving mortgage lenders, real estate marketers, and data platforms. Find What Matters. Close Smarter.

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