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Developer uses Claude AI to screen 3,000 stocks with financial API

By PulseAugur Editorial · [2 sources] ·

A developer detailed a method for using Anthropic's Claude AI to screen over 3,000 US stocks based on specific financial criteria. The process involved a four-stage filtering funnel, starting with stocks above a $150 million market cap and progressively narrowing down the selection based on profitability, liquidity, and price-to-earnings ratios. This approach aims to provide a more data-driven and auditable alternative to typical AI stock-picking content, demonstrating how AI can interact with financial data APIs for real-time analysis. AI

IMPACT Shows how LLMs can be integrated with real-time data for more robust financial analysis and tool development.

RANK_REASON Demonstrates a practical application of an LLM with a financial data API for stock screening.

Read on Medium — Claude tag →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

Developer uses Claude AI to screen 3,000 stocks with financial API

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
Demonstrates a practical application of an LLM with a financial data API for stock screening.
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2 independent sources
Multiple independent publishers reporting the same story raises confidence that it's real and newsworthy.
Topics
product, other
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AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
48 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [2]

  1. dev.to — MCP tag TIER_1 English(EN) · Kevin Meneses González ·

    I Let Claude Screen 3,000 Stocks Using the EODHD API — Here's What Made the Cut

    <p><strong>TL;DR:</strong> I built a 4-stage screening funnel on top of the EODHD Screener API, starting from a universe of 3,000+ US-listed stocks with a market cap above $150M. After filtering for profitability, liquidity, and a fair price relative to earnings, only 10 names su…

  2. Medium — Claude tag TIER_1 English(EN) · Kevin Meneses González ·

    I Let Claude Screen 3,000 Stocks Using the EODHD API — Here’s What Made the Cut

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.datadriveninvestor.com/i-let-claude-screen-3-000-stocks-using-the-eodhd-api-heres-what-made-the-cut-a6a44a887c31?source=rss------claude-5"><img src="https://cdn-images-1.medium.com/max/1672/1*-OkwS…

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