Guidance Tracking

Automatically extracts, structures, and evaluates forward-looking statements executives make in company reports, earnings calls, press releases, and other primary sources.

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Guidance Tracking

Extracts forward-looking statements

Marvin Labs automatically extracts forward-looking statements from earnings calls, press releases, investor presentations, and any other primary sources.

Extracts forward-looking statements

Convert to Testable Forecasts

Each statement is turned into a testable forecast, identifying the metric, timeframe, and expected outcome.

Convert to Testable Forecasts

Automated Guidance to Actual Evaluation

When the target date arrives, we evaluate the result: Did the company hit, exceed, or miss expectations?

Automated Guidance to Actual Evaluation

Why it matters

Research shows that forecast accuracy is a reliable signal of managerial quality. Executives who consistently make and meet realistic projections tend to run better businesses and outperform peers.

With Guidance Tracking, you can:

  • See all public forecasts made by company leadership
  • Track performance against those expectations over time
  • Evaluate management discipline and analytical rigor

Forecasts are easy to make but hard to track. Check out the Guidance Tracking launch blog post for more details.

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