Quote terminals and article mills are not an investment committee. A chatbot that agrees with you is not equity research.
ChatGPT writes a fast AAPL memo. It cannot keep 16–61 methodologies from collapsing into one paragraph. Isolation is the product difference.
Seeking Alpha sells a byline and a score. Agents61 publishes splits. Keep SA if you read authors. Add the desk when you need inversion.
Koyfin wins at charts and multiples. Agents61 wins after you already have the numbers. Not a cheaper Bloomberg. Not a FactSet replacement.
The best AI for stock research is the one that isolates methods, refuses a buy button, and leaves empty seats empty. Chatbots win speed. Committees win inversion.
