Obaid Rahimi

Trademates: AI stock analysis that tells you what to actually do

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Hey Hunters!

We built trademates because we were tired of stock analysis tools that either drown you in numbers or give you vague "do your own research" disclaimers.

The problem: Retail investors (especially those with portfolios under €50k) don't have access to the same quality of analysis as institutional investors. And most free tools assume you already know what a P/E ratio or DCF model means.

Our solution: Type in any stock ticker. In under 15 seconds, Trademates delivers a full AI-powered analysis report that includes:

🎯 A clear verdict — BUY, HOLD, or AVOID. No ambiguity.

📊 Investment Score — A single 0–100 score breaking down fundamentals, valuation, growth, profitability, and risk into weighted factors you can actually understand.

🧠 Plain-language reasoning — Every recommendation comes with a "Good if you want..." and "Skip if you need..." section so you instantly know if the stock fits your goals.

📈 Fair Value Gauge — See if the stock is cheap, fair, or expensive relative to our AI's valuation model, with the methodology explained in simple terms.

💰 Financial Health Check — Revenue trends, margins, debt levels, and cash flow — visualized with intuitive bars and sparklines instead of spreadsheet walls.

🔍 Market Signals — What Wall Street analysts think, what insiders are buying/selling, and what the market is currently pricing in.

Personalized Action Plan — Entry strategies, stop-loss rules, and position sizing tailored to three risk profiles (conservative, moderate, aggressive).

🌐 Full bilingual support — Available in English and German, with AI-translated analysis that preserves financial nuance.

What makes Trademates different?

  1. Opinionated, not neutral. We give you a verdict. Not "it depends."

  2. Beginner-first design. Every financial term has an inline glossary tooltip. Complex concepts are explained, not assumed.

  3. Multi-source data. We aggregate data from Finnhub, Financial Modeling Prep, and Yahoo Finance — cross-referencing for accuracy.

  4. Portfolio-aware. Upload your portfolio and get overlap warnings, correlation risks, and suggested position weights for any new stock.

  5. Community insights. See anonymized buy/sell ratios and holding patterns from other Trademates users in your portfolio size bracket.

  6. Transparent confidence. Every verdict comes with a confidence score and an "Analysis Certainty" indicator so you know how strong the signal is.

Tech under the hood

  • 3 parallel AI calls (Google Gemini) generate the full report in ~11 seconds

  • Multi-layer data caching, in-house trained LLM with real time algorithmic data points weights, with enterprise level APIs access

  • Built with React, Supabase, and Edge Functions

Who is this for?

  • 🟢 Retail investors who want a second opinion before buying

  • 🟢 Beginners who want to learn investing through real analysis

  • 🟢 Busy professionals who don't have time to read 10-K filings

  • 🟢 European investors who want analysis in German

Pricing

2 free analyses per day. No credit card required. Additional credits available for purchase.

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