Research from Buzzberg

The Buzzberg Blog

Investment ideas are everywhere. We look at what happened next.

Latest research

8 articles
Market research7 min read

We Analyzed 256,568 Market Mentions in 2026 So You Don't Have To

Does a stock's social-media mood tell you what it will do next?

A 2026 test of social bullishness and attention against subsequent stock returns, including what changed after May.

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A gold sentiment gauge points high while the stock-price line behind it barely moves.
Market research6 min read

Equity Market Research Starts After the Tip

A five-step test for public stock ideas, from the original claim to the alternative you could buy instead.

From the original public claim to filings, opposing arguments, author history and a decision you can revisit later.

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An analyst examines a dated stock idea alongside company filings, an opposing argument and a market benchmark.
Market studies5 min read

How to Research Stocks With AI

Give your agent a market research harness across tracked X posts, YouTube videos, Reddit discussions and newsletters.

A practical guide to connecting Buzzberg MCP and researching a company across tracked videos, social posts, newsletters, filings and past calls.

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An analyst connects video discussions, social posts and newsletters to one company research file.
Market studies9 min read

Who Called the AI Infrastructure Winners Early in 2026?

Public calls, what a new reader could have made afterward, and the ideas that missed.

The dated arguments behind Sandisk, AXT, Dell, Backblaze and other AI infrastructure moves, with the misses checked alongside the winners.

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A researcher studies an early investment idea as a chain of AI chips and optical components leads toward data centers.
Market studies12 min read

9 Best Investing YouTube Channels to Follow in 2026

Nine channels worth watching, their 2026 calls against the S&P 500, and the episodes behind the results.

Company research, AI hardware and crypto: SemiAnalysis, All-In, Forward Guidance, Delphi and more. Original episodes and four holding periods.

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An investor studies nine investing video channels in a broadcast control room
Market studies8 min read

Does Inverse Cramer Work in 2026?

We checked whether betting against Jim Cramer’s 2026 ideas from YouTube and X would have beaten the S&P 500.

515 long and short ideas. Four holding periods. Following Cramer, doing the opposite and buying the S&P 500 on the same dates.

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Illustration of Jim Cramer between two buttons: an upward arrow and a downward arrow
Market studies15 min read

Best Hedge Funds to Follow: A 5-Year 13F Backtest

What happens when you buy after their holdings become public?

Druckenmiller, Tepper, Baker and the consensus: five years of disclosed portfolios versus SPY. Plus Leopold Aschenbrenner’s AI portfolio.

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A balance scale compares public 13F filings and investor portfolios with the S&P 500 benchmark.
Market studies8 min read

We analyzed 27,000 trade ideas from 1,700+ market commentators. Here’s what we found

X, YouTube, Reddit, Substack. Which market commentators actually delivered alpha?

The original cross-platform study: long ideas, shorts, Jim Cramer, and the podcasts that stood out over 5 days, 20 days, and the life of a position.

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Market commentators vs. the S&P 500: 27,000+ trade ideas from 1,700+ commentators, January 2–August 4, 2026.