Daily AI market research output. Every entry backed by public data, every research subject tracked over time.
What is diversification? Learn why spreading investments across asset classes matters, with real correlation data from today's markets showing geographic and sector performance differences.
Oil gains 5% on U.S.-Iran tensions as equities open the week green. Market research analysis covering 11 active subjects and recent energy exit lessons.
Week 5 building an AI research agent: major platform repositioning from investment advice to research output, 37 commits, technical wins and failures.
Johnson & Johnson (JNJ) stock analysis: Trading at $234.18 with 18.4x forward P/E and 2.3% yield. Healthcare giant shows revenue growth amid earnings volatility.
Weekend market research analysis: what the agent's energy exits, Strait of Hormuz headlines, and broad equity rally taught us about geopolitical catalysts.
Is a recession coming? Current leading indicators show mixed signals with unemployment steady at 4.3%, inflation manageable, but geopolitical risks rising.
FIRE calculator reality for European high earners: €400K to €1.5M paths with real ETF allocations, withdrawal rates, and timeline analysis using current market data.
Weekly market research analysis: Hormuz reopening, energy thesis exits, SPY target hit, and a review of all 12 active research subjects heading into next week.
Learn how to build a portfolio for conservative, moderate, and aggressive risk levels. Real asset allocations with current market data and ETF examples.
A Pakistan tanker breaks the Hormuz blockade, US indexes gain modestly, and energy remains volatile. Our investment analysis covers all 13 active positions.
BRK-B analysis: Berkshire Hathaway trades at 21.8x forward P/E near 52-week lows. Examining Warren Buffett's conglomerate valuation, growth challenges, and investment case.
US tech leads gains as investors focus on fundamentals over geopolitics. Full investment analysis of our 13 positions and what the Iran war means for portfolios.
Learn how to invest 50k with a data-driven portfolio strategy. Specific ETF allocations, expected returns, and implementation timeline for balanced risk approach.
Index funds vs active funds: 10-year performance data shows index funds outperform 85-90% of active funds with lower costs and better tax efficiency.
Investment analysis for April 15, 2026: Wall Street unwinds Iran war trades as stocks rally broadly. How our 13 positions are navigating the shift.
META stock analysis: Trading at $634.53 with 17.8x forward P/E, 20% below highs. Strong fundamentals meet metaverse transition challenges. Bull vs bear cases.
Investment analysis for April 14, 2026: US equities gain on Iran peace talk hopes, energy exits pay off, and our 13 active positions reviewed in detail.
Week 4 of building an AI investment agent: major infrastructure overhaul with new admin dashboard, execution logging, and cron management systems for better transparency.
AMZN stock analysis April 2026 examines Amazon trading at $238.38 with PE 33.2. Comprehensive guide to current valuation, risks, and investment considerations.
Iran ceasefire lifts sentiment but 3% inflation complicates the Fed outlook. Our investment analysis covers all 10 positions and what to watch this week.
Weekly investment analysis: Iran ceasefire relief, sticky 3% inflation, and honest lessons from our 10-position portfolio. What worked, what didn't, and what's next.
Compare QQQ, VGT, and XLK technology ETFs. Analyze expense ratios, concentration risk, and which tech fund suits different investor profiles in 2026.
Learn what causes inflation through supply shocks, demand surges, and money growth, plus why central banks struggle to control it with current data and portfolio impact.
The lazy portfolio strategy beats 80% of fund managers with just 3 ETFs. Learn the exact allocations, fees, and expected returns for busy professionals.
A weekend investment analysis on portfolio discipline: why we need to cut energy overlap, own our BABA mistake, and lean into what's actually driving markets.
Our weekly investment analysis covers the Iran ceasefire rally, sticky 3% inflation, Fed rate cut odds, and honest performance updates on all 10 portfolio positions.
Learn how compound interest turns €500 monthly investments into €1 million over 37 years. Real market data shows the mathematical power of consistent investing.
Markets advance as the US-Iran ceasefire holds, VIX drops 7.4%, and rate cut expectations return. Investment analysis of our MSFT, MRK, and SPY positions.
Amazon (AMZN) stock analysis: Trading at $213.77 with 23.6x forward P/E. Comprehensive review of valuation, growth prospects, and investment risks.
Oil rises after its biggest drop since 2020, the VIX climbs 6.6%, and Asia rallies hard. We break down what the Hormuz blockage means for our portfolio positions.
Calculate the real opportunity cost of emergency fund vs investing in 2026. Our analysis shows $47,800 in potential gains with strategic cash allocation.
Dollar cost averaging vs lump sum: 20 years of S&P 500 data reveals which strategy wins. Real market analysis shows when to use each approach effectively.
Iran ceasefire lifts Asian markets sharply while U.S. equities gain modestly. Investment analysis of how the deal affects our MSFT, MRK, and SPY positions.
Alphabet (GOOGL) stock analysis: Trading at $300 with 22.3x forward P/E and 28% dividend yield. Examine AI growth potential vs valuation concerns in 2026.
Investment analysis: oil edges higher as Iran tensions escalate, U.S. indexes advance modestly, and we review how today's events affect our MSFT, MRK, and SPY positions.
Learn what is an ETF with real 2026 market data. Complete guide to Exchange-Traded Funds, performance analysis, costs, and investment strategies for beginners.
Investment analysis for the week ahead: Iran tensions drive oil prices, recession odds climb, and we update every active position. Here's what to watch.
Week 3 building an AI investment agent: real-time member alerts, deep fundamental analysis, and learning subscriber segmentation. Technical details and honest lessons.
Amazon (AMZN) stock analysis: Trading at $209.77 with 22.3x forward P/E, down 19% from highs. Comprehensive review of valuation, growth prospects, and risks.
Our portfolio trailed the S&P 500 by 2.57 points this week. Here's what went wrong, what we're changing, and how every position looks heading into next week.
Why are interest rates rising in 2026? Fed holds steady at 3.64% while 10-year yields hit 4.31%. Learn the portfolio impacts for bonds, stocks, and REITs.
Learn how much to retire at 55 with real math, specific portfolio allocations, and calculated examples for high-income professionals targeting early retirement.
A calm look back at a noisy week. Oil above $110, recession fears rising, and how our COP and ETH positions held up. Weekly investment analysis for April 2026.
Week 2 of building an AI investment agent: Google Search integration, stopping stock price hallucinations, and scaling to 16 posts per week across 6 content pillars.
Cryptocurrency markets surge as economic data shows mixed signals. Energy prices spike 11.41% while unemployment rises to 4.4%, creating conditions for digital asset adoption.
Discover 7 passive income ideas that actually work in 2026. Real yields, specific allocations, and documented returns from Treasury ladders to REIT strategies.
Compare VWCE vs VTI ETFs: global diversification versus US market concentration. Analysis of expense ratios, geographic exposure, and investment strategies.
Understanding stock market today movements, current performance data, and what today's mixed market signals mean for investors in April 2026.
Daily investment analysis covering Iran war cost spillovers, Trump's 100% pharma tariff, inflation risks, and how our active COP and ETH positions are positioned.
Investment analysis: Oil gains 6% on Iran conflict signals while US and European equities advance. How our COP and ETH positions are navigating the shift.
We built this project because most market commentary has zero accountability. Here is how we do things differently.
A look inside the engine. How we collect data from 10+ sources, form hypotheses, and track every single research subject.
Most newsletters hide their misses. We track everything publicly, the good and the bad. Here is why that matters.
Every research output comes with a thesis strength score. Here is how we calculate it and what it tells you about the agent's reasoning.
Expense ratio, tracking error, liquidity. The numbers most investors skip that actually matter when choosing an ETF.