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How People Are Using AI For Investment Optimization

In 2025, investors use Perplexity Finance for transcripts and screening, and trial agent-run trading with Grok or ChatGPT. Professionals prompt agents for investment-banking tasks and diligence—solo GPs feed deal docs to generate base/bear/bull cases—while retail users request allocation advice and stock screens in Perplexity, and xAI’s Kalshi partnership brings agents into prediction markets.

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✨ User Stories 10 💡 Expert Insights 1 🚀 Product Demos 5

Insights from builder, researcher, investors, and domain experts. Opinions are the authors.

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In the last 25 years we’ve seen countless innovations, but for traders the real game changer is affordable access to AI. When I started trading 15 years ago, I had no clue about coding. Spent months learning AFL, struggled with Amibroker backtests. Today, with just plain English prompts, I can pull data, clean it, run tests all in minutes. From idea to execution has never been this simple. Yesterday I spent 10 mins, downloaded all stocks’ EOD data since listing, tested a momentum rule, and had results in seconds. Honestly, this is wild, something I couldn’t even imagine back then. Instead of learning more about the markets, take a break, learn about AI instead. Trust me, it could immensely help you.

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