valuation for traders simplified

The problem

Traders often look at valuation ratios in a vacuum, failing to account for sector-specific nuances or growth trajectories. Relying on a single P/E or P/S ratio leads to value traps and missed opportunities when market catalysts are ignored.

What it does

• Translates complex metrics like EV/EBITDA and P/FFO into plain-English explanations of what you are actually paying for.
• Contextualizes multiples against sector-specific benchmarks, such as using P/B for financials versus EV/Sales for SaaS.
• Integrates growth expectations by calculating PEG ratios and comparing forward versus trailing multiples.
• Identifies specific catalysts and risks that could trigger a re-rating of the stock price.
• Evaluates earnings quality by checking for debt levels, interest coverage, and one-off accounting impacts.

Why this beats prompting it yourself

General LLMs often hallucinate generic definitions without applying sector logic. This skill enforces a rigorous framework that prevents isolated ratio analysis and ensures every valuation is tied to tangible business drivers and risk assessments.

Use cases

• Identify value traps in cyclical sectors where low P/E ratios signal peak earnings.
• Evaluate pre-revenue biotech firms based on pipeline value and cash runway rather than profits.
• Determine if a high-growth tech valuation is justified by its gross margin trajectory and revenue growth.
• Prepare for earnings calls by identifying what expectations are already priced into the current multiple.