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10 Financial Red Flags in Stocks & Warning Signs Investors Should Check: Checklist for 2026
10 actionable warning signs you must check before purchasing a stock ⏐ By a value investor with 25+ years of experience
Sep 169 min read


How to Evaluate a Stock’s Financial Health with the V-Score in Vinley
A transparent 0–100 screening score combining solvency, profitability, valuation and shareholder returns, with earnings quality acting as the gate.
Sep 104 min read


How Vinley Reads the US Economy: The 23 Indicators Behind Our Macro View
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
Sep 74 min read


Anthropomorphic Behaviours in LLMs: Applying its research on Vinley
What is anthropomorphic AI behaviour, and why does it matter in investment research?
Aug 193 min read


Why Short-Term Investor Horizons Can Create Stock Market Bubbles
Explore how short-term investor horizons can drive stock prices away from fundamental value and contribute to market bubbles, based on a laboratory study.
Aug 113 min read


Can ChatGPT Analyze Stocks? What Investors Should Know Before Relying On It
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
Jul 285 min read


How to Know If a Stock Is Undervalued?
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
Jul 238 min read


How to Analyze a Stock Before Buying: A Practical Checklist for 2026
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.
Jul 239 min read


Analyze Crypto and Superinvestor Portfolios in Seconds With Vinley.ai
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
May 223 min read


How Vinley is Redefining Stock Analysis: Compare Up to 5 Stocks Instantly, Analyze Globally with 25+ languages, and understand forensics of a company in seconds.
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
Apr 152 min read


From VingeGPT to Vinley-1: Why We’re Building the Next Generation of AI Companions for Investors
VingeGPT started from a simple idea and a strong conviction: despite the abundance of financial tools and websites, most investors are still poorly supported in their actual investment journey. Existing solutions are often either too complex, too narrow in scope, or overly focused on raw data without helping investors interpret it nor giving the possibility to interact in natural language with an AI companion. For serious, long-term investors, information alone is not the pro
Mar 175 min read


Big news for investors!
Dernière mise à jour : 13 mars Luxembourg, March13th 2025. 🇱🇺 📣 🥳 We’re excited to introduce Portfolio Analysis in Vinley (formerly VingeGPT) – a powerful new feature designed to give you deeper, data-driven insights into your investments and more specifically the stocks in an investment portfolio. With AI-powered portfolio analysis inVinley (formerly VingeGPT), you can now ✅ Understand concentration risks across industries, currencies, and geographies ✅ Evaluate financ
Mar 5, 20251 min read


Textual analysis in financial reports
Malaga/Luxembourg, Nov 15th 2024. We have released today a new course on Udemy related to Financial Report Textual Analysis. Drawing on a comprehensive dataset of 113,612 reports from 1,025 companies—sourced directly from the SEC EDGAR database, including 10-K, 10-Q, and 20-F filings—spanning two decades from 2004 to 2024, this course offers a comprehensive look at: - Sentiment Polarity: Determining the overall positive or negative sentiment within reports. - Sentiment Subjec
Nov 15, 20241 min read


Luxembourg's leading business journal Paperjam covers Vinley (formerly VingeGPT)
🌟 Paperjam recently covered Vinley (formerly VingeGPT) our AI-powered tool helping financial analysis for equity investors. A big thank you to Thierry Labro and the Paperjam team for this insightful article on our journey and vision for VingeGPT! Read the full story here : https://paperjam.lu/article/vingegpt-retour-deja-candi-car
Nov 6, 20241 min read


Industry analysis now available in Vinley (formerly VingeGPT)
Malaga/Luxembourg, July 7th 2024 - We are announcing today with the latest release of Vinley (formerly VingeGPT), the availability for our users to perform industry analysis. All of our 1.500+ companies are clustered amongst 139 industrial clusters. Every industrial cluster carries very specific information, including list of competitors inside the cluster, strategic elements like the risks of technology disruption, capital intensity, different barriers to entry, if the indus
Jul 7, 20241 min read


500 companies added to investment universe
Malaga/Luxembourg June 29th, 2024 - RELEASE 20240629 - As part of our development roadmap for company & industry analysis, we just released a new version of Vinley (formerly VingeGPT) adding the Hang Seng 50 & another 450 companies. VingeGPT has now a whopping 1.500+ companies in its investment universe representing 141 industry clusters. In the graph attached you can see how the industry competitive clusters have grown with the addition of 450 companies. This will enhance t
Jun 28, 20241 min read
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