📄️ Bias and conflicts overview
Learn how to identify bias and conflicts of interest in financial news coverage and analyze media motivations.
📄️ Sponsored content in financial news
Learn to identify sponsored content masquerading as journalism and understand why it's labeled differently from news.
📄️ Promoted content vs news
Understand the difference between promoted content and editorial coverage, and why the distinction matters for investors.
📄️ Affiliate links in finance content
Learn how affiliate commissions create financial incentives that shape financial writing and product recommendations.
📄️ Analyst rating conflicts of interest
Understand how investment analysts' financial interests influence stock ratings and why bullish ratings are more common than bearish ones.
📄️ Investment bank conflicts
Understand how investment bank relationships bias financial news and research. Learn what conflicts to watch for in market coverage.
📄️ Pump and dump signs
Learn the tactics used in pump and dump schemes and how to spot the warning signs in financial news and social media.
📄️ Stock promoter newsletters
Learn how to identify paid stock promotion disguised as independent analysis and what disclosures are required.
📄️ Finfluencer disclosures
Understand what finfluencers must disclose and how to spot undisclosed conflicts in financial social media.
📄️ Paid stock research
Understand how paid research services create conflicts of interest and what you're actually paying for.
📄️ SPAC promoter conflicts
Understand SPAC promoter financial incentives and how they create conflicts of interest in financial news. Learn to spot sponsored content and biased analysis.
📄️ Crypto promoter conflicts
Analyze how cryptocurrency promoters influence financial news through conflicts of interest, hidden holdings, and undisclosed relationships.
📄️ News outlet ownership and bias
Understand how news outlet ownership structures create financial incentives that bias coverage. Learn which outlets have conflicts with sectors they report on.
📄️ Political bias in finance
Learn how political ideology biases financial news coverage. Understand how outlets cover the same economic events differently based on politics.
📄️ Recession doom bias
Understand why financial outlets obsess over recession predictions. Learn how doom bias in media coverage creates distorted market perspectives.
📄️ Permabull and permabear bias
Understand permabull and permabear bias in financial media. Learn how these psychological patterns cloud analysis and distort investment advice.
📄️ Survivorship bias in news
Learn how survivorship bias distorts financial news and investment reporting. See why news focuses on winners and ignores failures.
📄️ Cherry-picking data in news
Learn how financial news cherry-picks data to support narratives. Understand how selective data presentation distorts investment analysis.
📄️ Hindsight bias in news
Understand how hindsight bias distorts financial news. Learn why past events seem obvious and how this affects your judgment.
📄️ Spotting conflicts: a checklist
Learn how to identify financial conflicts of interest in news and analysis. Use this checklist to spot biased recommendations.