A transparent 0–100 screening score combining solvency, profitability, valuation and shareholder returns, with earnings quality acting as the gate.

Every investor eventually runs into the same problem: there is too much economic data and not enough time. Scroll through any financial news feed and you'll find dozens of releases competing for your attention from inflation prints, jobs reports, yield moves to sentiment surveys, each presented as if it's the one number that matters. It isn't. No single indicator tells the full story of where the economy stands, and chasing headlines one release at a time is a good way to end

What is anthropomorphic AI behaviour, and why does it matter in investment research?

Explore how short-term investor horizons can drive stock prices away from fundamental value and contribute to market bubbles, based on a laboratory study.

Ask ChatGPT to analyze a stock and it will, without hesitation, give you an answer, a valuation, a summary of the balance sheet, a view on whether a company looks cheap or expensive. It reads confidently, it's well-written, and it's available instantly. For a growing number of investors, that's become the first stop before making a decision. The problem isn't that ChatGPT can't talk about stocks. It's that the confidence of the answer and the reliability of the answer are two

A falling price is not the same thing as a cheap stock. A stock that has dropped 30% can still be overvalued, that's often exactly what's happening when the drop is the market catching up to a valuation that was already stretched, or reacting to a genuine structural change in the business, like a fading moat, a shrinking market, or a broken growth story. But a 30% drop doesn't always mean anything changed about the business at all! Sometimes it's simply Mr. Market overreacti

Most investors analyze a stock backwards. They start with the price chart, then the growth story, then — if there's time left — a glance at the balance sheet. By the time they get around to asking "can I actually trust these numbers?", they've already fallen in love with the idea of owning the stock.

Vinley is evolving into something much bigger than a stock & ETF analysis platform. Vinley is now becoming a complete investment intelligence platform, one place where investors can analyze companies, track elite investors such as Warren Buffet and Michael Burry, understand crypto assets and add them to your portfolio, and discover what the market is paying attention to. The goal is simple: Reduce noise. Increase clarity. Help investors make better decisions faster. And with

Vinley, your AI investment companion, was launched recently. We have taken your feedback and given you more features to truly make Vinley the only tool you need for value investing. 1. Compare Stocks in Seconds, Not Hours Analyzing a single company is one thing. Comparing multiple companies, across metrics, risk, and performance, is where most investors lose time. Vinley’s "Compare" screen solves this. You can compare up to five stocks simultaneously and immediately access: F