AI-Powered ETF Screening Tool

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Inspired by a conversation on:

Excess Returns

The Only Two Things That Matter | Adam Parker on Growth, Rates, and What Comes Next

Host: Justin

Timestamp: 02:45 - 03:30

Listen to Episode • View Podcast • All Ideas from Excess Returns

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Direct Quote

"You can learn more if you're an individual investor at TriVectorResearch.com. That's where you have various ETF screening tools and a grading system."

Market Gap

Investors struggle to identify the best ETFs for their portfolios.

Many investors lack the necessary tools to effectively screen and evaluate ETFs based on their specific investment goals. Traditional methods often fall short, leaving investors overwhelmed by the variety of options available. A solution that streamlines this process could significantly enhance investors' ability to make informed decisions. With the increasing importance of factor exposure and the complexities of modern investing, a dedicated tool that utilizes AI to analyze and grade ETFs based on various criteria can fill this gap, leading to improved portfolio outcomes.

Summary

The proposed business idea is an AI-powered ETF screening tool designed for individual investors. This tool would utilize advanced algorithms to analyze various ETFs based on factors such as performance, risk, and exposure to specific sectors, particularly focusing on opportunities presented by AI and technology. The tool would provide users with a grading system that makes it easier to identify which ETFs align with their investment strategies. By leveraging AI, this tool could continuously update its recommendations based on market conditions and investor behavior, helping users navigate the complex ETF landscape more effectively.

Categorization

Business Model

SaaS

Target Founder

Technical

Difficulty

Medium

Time to Revenue

3-6 months

Initial Investment

$1,000-$10,000

Potential MRR (18-24 months)

Conservative

$5,000 - $10,000 MRR

Moderate (Most Likely)

$15,000 - $30,000 MRR

Optimistic

$40,000 - $70,000 MRR

* Estimates assume solo founder/bootstrap scenario with competent execution

Scores

Clarity

8/10

Novelty

7/10

Feasibility

8/10

Market Potential

9/10

Evidence

8/10

Overall

8/10

Found on October 22, 2025 • Analyzed on October 22, 2025 12:15 AM

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How should I validate this saas idea before building it?

2:34 PM

Great question! For a saas idea like this, I'd recommend starting with these validation steps:

Customer interviews: Talk to Technical to understand their pain points
MVP approach: Build a simple landing page to test demand
Competitor analysis: Research existing solutions and identify gaps

Would you like me to help you create a specific validation plan for your medium difficulty idea?

2:35 PM

Yes, and what about the technical implementation? Should I build this myself or hire a team?

2:36 PM

Based on your idea's complexity and 3-6 months, here's my recommendation:

Technical Strategy:

Start with no-code tools for rapid prototyping
Consider your technical background and available $1,000-$10,000
Plan for scalability from day one

I can help you create a detailed technical roadmap and resource allocation plan...

2:37 PM

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