How to Analyze a Stock in 15 Minutes
A step-by-step walkthrough of Ecomerate's stock analysis workflow. Follow these 6 steps to go from ticker symbol to investment thesis in under 15 minutes.
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Ecomerate's AI analyzes earnings calls, SEC filings, market data, and sentiment — delivering institutional-grade research in seconds.
Try Ecomerate FreeTry it now: Open Ecomerate's AI Advisor and paste the prompts from each step. Use AAPLor any ticker you're interested in. The entire workflow takes <15 minutes.
The 6-Step Workflow
Open the AI Advisor
Navigate to the AI Advisor in Ecomerate. This is where you'll ask questions and receive AI-powered analysis. The Advisor has access to all of Ecomerate's data tools: SEC EDGAR RAG, live market data, stock screener, and web search.
Ask for SEC Filing Analysis
Type: 'Analyze [TICKER]'s latest 10-K filing. Focus on revenue breakdown, margin trends, and risk factors.' Ecomerate's EDGAR RAG system will index the filing and perform semantic search across all sections. You'll get back specific passages with data points, not general summaries.
Review the Financial Data
Follow up with: 'Pull [TICKER]'s key financial metrics and compare them against the sector median.' live market data pipeline will extract: market cap, P/E ratio, revenue growth, gross margin, operating margin, free cash flow, and debt/equity. The AI will automatically compare each metric against sector medians.
Run the Competitive Screener
Ask: 'Screen for competitors in the same sector with similar market cap. Compare their growth rates, margins, and valuations.' Ecomerate's stock screener will find comparable companies and the AI will analyze the competitive landscape.
Analyze Competitive Moat
Ask: 'What is [TICKER]'s competitive moat? Is it widening or narrowing? Use evidence from their SEC filings.' The EDGAR RAG will pull specific passages about barriers to entry, competitive advantages, and market position. The AI will assess whether the moat is getting stronger or weaker.
Get the AI Synthesis
Finally, ask: 'Synthesize everything you've found into a balanced investment thesis with bull case, bear case, catalysts, and key metrics to track.' The AI combines all research - filing analysis, financial data, competitive screening - into a structured output.
Deepen your research
Use Ecomerate's stock screener, portfolio tracker, and SEC filing analysis to research any company in minutes.
Open Dashboard →Example: Analyzing Microsoft (MSFT)
Here's what you'd get following this workflow for Microsoft:
MSFT 10-K: Revenue $245B, 3 segments (Intelligent Cloud, Productivity, Personal Computing). Azure grew 30% YoY. R&D spend $28B. Key risk: AI competition from Google/GCP.
P/E: 35x, Growth: 16% YoY, Gross Margin: 70%, FCF: $62B. Premium to sector but justified by Azure growth and margin quality.
Top competitors: Amazon (AWS), Google (GCP), Oracle. Azure gaining share. Microsoft's competitive advantages: Enterprise relationships, M365 bundling, OpenAI partnership.
Bull: Azure AI growth, Copilot monetization, expanding margins. Bear: AI capex spending, Google competition, regulatory risk. Catalysts: Q3 earnings, Azure AI revenue acceleration.
Tips for Better Results
- • Be specific in your prompts: Instead of "Tell me about AAPL", ask "Analyze AAPL's services segment growth using their latest 10-K"
- • Chain your questions: Each answer provides context for the next. Follow the 6-step order for the best results
- • Use the SEC filing prompt first: Filing data is the most authoritative source. Start there before asking for opinions or analysis
- • Compare against sector: A 50% gross margin is good or bad depending on the sector. Always ask for sector comparison
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Frequently Asked Questions
Related Resources
- Stock Research Prompt Library - 30 proven prompts for deeper analysis
- Hedge Fund Research Framework - The institutional research methodology Ecomerate automates
- How We Analyzed Nvidia Using AI - A complete example of this workflow in action