How do you use ChatGPT (or other AIs) to find stock opportunities? Prompts, workflows, and key

Hi everyone, I’m trying to get more systematic about using ChatGPT (and other AI tools) to *identify* potential stock opportunities (not to blindly “buy what the AI says”). My goal is to build a repeatable workflow that helps me generate a quality watchlist and then do the real due diligence myself. **What I’m looking for from the community:** 1. Prompts you actually use to screen or surface ideas 2. Your AI workflow (steps + tools: filings, investor decks, earnings transcripts, screeners, etc.) 3. The key indicators / signals you prioritize when searching for companies (quality, value, growth, special situations, etc.) 4. How you avoid “AI hallucinations” and force source-based, verifiable outputs **A few angles I’m exploring (feel free to critique):** * “Build me a watchlist from official sources only, then summarize what to verify” * “Extract KPIs from filings/transcripts and compare across peers” * “Red flags checklist (accounting quality, leverage, dilution, customer concentration, etc.)” * “Catalyst hunting: guidance changes, capex cycle inflections, insider buying, regulatory events” **Questions:** * What’s your best prompt for idea generation or opportunity discovery? * Do you use AI more for screening, summarizing, or deep research? * Which metrics are non-negotiable for you? (e.g., ROIC, FCF margins, debt ratios, revenue quality, unit economics, TAM realism, etc.) * Any recommended tools/sites you pair with AI (screeners, EDGAR, company announcements, etc.)? If you’re willing, please share: * Your exact prompt(s) or a template * The types of stocks it works best for (large caps, small caps, special situations, ETFs, etc.) * Any guardrails you use (e.g., “must cite sources,” “no price targets,” “separate facts vs assumptions,” etc.) Thanks in advance — I’m trying to build something practical and repeatable, and I’d rather learn from people who’ve already tested what works.