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Welcome to PitchCopilot

PitchCopilot is a sports quantitative research platform for FPL players and sports creators. We put event data, market-implied pricing, calibration models, manual review and public performance in the same publishing process to help readers understand football events in a more robust way.

If it's your first time here, you don't need to understand all the terminology right away. Three things to remember first: The platform outputs research, not investment advice; virtual points are simply units for comparing model assumptions; and each report should be returned to /performance to check long-term performance.

Step 1: Understand the benchmark

It is recommended to read /guides/market-implied-pricing first. Market-implied pricing is an external consensus benchmark, and PitchCopilot uses a model to check whether it is consistent with the data distribution. Then read /guides/premium-rate-divergence to understand that divergence is not simply about disagreeing with external consensus, but requires data reasons and calibration support.

This step will help you avoid taking the narrative of a single scene too seriously. The value of quantitative research lies not in getting it right every time, but in putting assumptions, probabilities and results into a checkable framework.

Step 2: Read reports and configuration

When reading a single field report, first look for the core configuration, secondary configuration and observation items. The core configuration represents a higher confidence level, the secondary configuration represents a signal but with more restrictions, and the observation item is a reminder that the configuration threshold has not been reached. You can pair /guides/core-vs-secondary-config with /guides/asset-weight-allocation.

Remember, asset weight allocation and virtual fund pools are both research languages. They allow different events to be compared with the same ruler, do not represent real assets, and do not promise returns.

Step 3: Check performance

After reading any conclusions, return to /performance. Look at the sample number, time window, model version, hit rate, Brier score and virtual point fluctuations. Don’t just look at the top numbers, and don’t dismiss the entire model based on a single week’s results. Quantitative research requires long-term examination.

If you want to learn more about metrics, read /guides/reading-performance-dashboard, /guides/brier-calibration and /guides/settlement-hit-definitions.

Step 4: Use according to identity

FPL players can start at /insights to master the weekly themes, with reports to aid captaincy, transfer and defensive risk judgments. See /guides/fpl-players-guide for details. Sports creators can use the report as a structured narrative source, retaining sources, limitations and method links when citing. See /guides/creators-citation-guide for details.

If you want to check the team and league background, use /explorer and read /guides/team-league-profiles. To view the platform mission, compliance and data sources, please go to /about, /faq and /methodology.

A complete reader path

If you want to build a complete understanding in the least amount of time, follow this path. On the first day, read this article, the terminology encyclopedia, and the method page to understand the platform positioning and compliance boundaries. On the second day, I read about market-implied pricing, divergence and asset weight allocation, and understood how the model moves from benchmark to allocation. On the third day, read the performance dashboard, Brier scores and settlement rules, and learn to use public results to check the quality of your research.

After that, they can be divided according to their status. FPL players first look at insights every week, then check team files and single-game reports, turning model research into captain, transfer and rotation risk lists. Creators can choose topics from insights, extract structured narratives from reports, and use public performance and method links to increase credibility.

The core of this path is not to pursue reading in one go, but to establish repeatable habits. Whenever you see a strong conclusion, look back and ask: What are the benchmarks? How do differences arise? What does manual review remind you? How to settle the bill after the game? As long as you keep asking these four questions, you can use PitchCopilot as a research tool rather than just a feed of headlines.

Additional reading reminder

Finally, think of this guide as a site map. Look at the About page when you need to understand the identity of the platform, the How-to page when you need to understand the process, the FAQ when you need to answer questions, the Performance page when you need to check the results, and the Insights page when you need to find the weekly theme. Together, these pages form PitchCopilot’s foundation of trust.

Last check

If I only remember one principle, it is to look at the method first, then the conclusion, and finally the performance. The method allows you to know how the model thinks, the conclusion allows you to understand the key points of the field, and the performance allows you to judge long-term credibility. Without one of the three, reading is incomplete.

Additional notes

You can apply these four questions to other sports content sources as well. The clearer the answer can be, the more trustworthy the content is usually; when the answer is vague, the weight of the interpretation should be reduced.

Extended use

This method of reading can also help you identify new features. If new pages are added to the platform in the future, the same set of sequential checks can still be used: positioning, method, data, performance and limitations.

FAQ

Which three pages should I read first?

Read this article first, /guides/market-implied-pricing and /guides/reading-performance-dashboard.

Who is PitchCopilot for?

Suitable for players who want to use quantitative research to assist FPL decision-making, as well as sports creators who need reliable information for storytelling.

What if I just want a quick overview of the week?

Go to /insights, then follow the topic to enter the relevant reports and performance pages.

This translation is for convenience only; the Traditional Chinese version prevails.