Go beyond the numbers.
The AI-powered qualitative stock screener.
Tired of screeners that only show P/E ratios? Our platform uses the world's smartest AI models to read, analyze, and score company fundamentals. Get deep insights in plain text.
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Built on models from OpenAI, Anthropic, and Google — analyzing hundreds of companies across Nordic markets.
Numbers tell you what happened.
We help you understand why.
A traditional stock screener shows if a stock looks cheap, but it won't reveal risky lease agreements or a dangerous reliance on a single customer. Instead of spending hours reading hundreds of pages of annual reports, we've automated the heavy lifting so you can focus on making decisions.
How it works
Understand, Don't Just Scan
Every metric comes with a written explanation. You don't just see a score — you read why the AI assigned it. The platform explains the calculations and reasoning, not just the result.
Every Score Has a Story
Each category gets a score from −20 to +100 — but tapping any score reveals the full reasoning behind it. The AI doesn't just crunch numbers; it explains its logic so you can agree or disagree.
Get a Second (and Third) Opinion
We run the same data through multiple independent AI models. If all three flag a risk, it's probably real. If they disagree, that's worth investigating. You get a natural cross-check built in.
Invest smarter, faster.
Spot Hidden Risks
Like discovering that 60% of a company's revenue depends on a single contract — something no P/E ratio will show you. Surface the qualitative risks that matter.
Discover Unjustified Discounts
Our Valuation Gap analysis compares qualitative strength to market pricing. Find companies where the market hasn't caught up to the fundamentals.
Save Hundreds of Hours
A single annual report can be 200+ pages. We distill the qualitative insights into a 2-minute read per company, so you can cover more ground.
What categories does MercuriusData analyze?
Each company gets scored and explained across multiple dimensions — here are a few examples.
Customer & Supplier Concentration: Investment Risk Guide
Learn how customer and supplier concentration affects stock investments. Understand the risks, warning signs, and qualitative factors smart investors analyze.
Debt in Stock Analysis: A Complete Investor's Guide
Learn how to analyze company debt for smarter investing. Understand why debt matters, how it affects stock returns, and what qualitative factors to consider.
Earnings Quality: A Key to Smarter Stock Investing
Learn what earnings quality means, why it matters for stock analysis, and how to spot high vs. low quality earnings to make better investment decisions.
Economic Moats in Investing: A Complete Guide
Learn what an economic moat is, why it matters for stock investing, and how to identify companies with durable competitive advantages for long-term returns.
Fair Value: A Guide to Smarter Investing
Learn how fair value helps investors assess whether a stock is overvalued or undervalued. Discover qualitative methods beyond the numbers.
Free Cash Flow: The Investor's Guide to Real Profits
Learn what free cash flow (FCF) is, why it matters for stock investing, and how qualitative analysis of FCF can reveal a company's true financial health.
Guidance & Outlook: A Key Factor in Stock Analysis
Learn how company guidance and outlook statements shape investment decisions. Discover why qualitative analysis of forward-looking signals matters for investors.
Investment Opportunities: How to Spot Company Growth
Learn how to identify and evaluate investment opportunities in stock analysis. Discover why qualitative assessment of growth potential matters for returns.
Investment Risk Analysis: A Guide for Stock Investors
Learn how to identify and analyze investment risks in stock analysis. Understand qualitative risk factors that numbers alone can't reveal.
Management & Ownership: Key to Smarter Stock Analysis
Learn why management quality and ownership structure are critical in stock analysis. Discover how leadership and insider alignment drive long-term returns.
Market & Competitors: Essential Investment Analysis
Learn how analyzing a company's market and competitive landscape helps investors make smarter stock decisions. A complete guide to competitive analysis.
Organic Growth: A Key Metric for Stock Investors
Learn what organic growth means for stock investing, why it matters beyond the numbers, and how to evaluate companies using this essential qualitative factor.
Produced Units: A Key Metric for Stock Analysis
Learn how produced units can reveal a company's operational strength, growth trajectory, and investment potential. A must-know metric for smart investors.
Profitability Analysis: A Key to Smarter Investing
Learn how profitability analysis helps investors evaluate stock quality. Discover key metrics, qualitative factors, and real-world examples for better decisions.
Return on Capital: A Key Metric for Smart Investors
Learn what Return on Capital means, why it matters for stock investing, and how qualitative analysis reveals the full picture behind the numbers.
Shareholder Returns: A Complete Investment Guide
Learn how shareholder returns—dividends, buybacks, and capital gains—impact your investments. Discover why qualitative analysis matters beyond the numbers.
Shares: Understanding Share Structure for Investors
Learn how share structure, dilution, and share count changes impact your investments. A complete guide to analyzing shares for smarter stock decisions.
Unusual Factors in Stock Analysis: A Complete Guide
Discover how unusual factors in stock analysis can reveal hidden risks and opportunities. Learn to identify and evaluate these overlooked qualitative signals.
Ready to upgrade your stock analysis?
Stop guessing what hides behind the numbers. Discover how qualitative data can give you an edge in the market today.
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