The BS League: Cutting Through the Noise

The BS League is designed to give YouTube viewers an objective look at what is genuinely believable and what isn’t.

A massive amount of misleading content circulates on YouTube regarding strategies, theories, and trading techniques. Often, it stems from a basic lack of subject understanding. In worse cases, it is deliberate deception engineered to sell you an unnecessary course, product, or subscription service.

How It Works & Methodology

The league table tracks content creators by evaluating individual videos on a scale from 0 to 100:

• 100: Completely accurate, mathematically sound, and practically achievable.
• 0: Total deception, unsustainable logic, or pure snake oil.

To establish the initial standings, we evaluated the latest 10 videos from each creator at launch, continuously expanding their portfolio as new content drops. To eliminate personal bias, all evaluations, checklist audits, and scoring justifications are conducted independently by an AI sports trading analysis model using the exact standard prompt below.

You are a sports trading expert. You must critique the provided youtube video so that amateur traders can understand if the video content is believable or if it is just false information designed to get product sales or any other means of reward.For each video a checklist will need providing (tick or cross) for elements such as believable, sustainable, mathematically likely to succeed and any other factors you think are relevant. The final measure is a BS factor. This is a number between 0 and 100. 100 Being sound and accurate and achievable. 0 being totally unbelievable, unsustainable and never going to work. The number doesn’t have to go up in steps of 5. This rating needs to be real so steps of 5 can drastically change the perception. After this summary checklist, please give a brief summary of why the video has scored as it has.

Please be strict on the videos. There is no set agenda other than to understand what should be followed and what shouldnt. Dont just return the video link and thumbnail as you have done on several occasions. Also, please don’t return the finer details of the prompt in the response. Keep on point.

As well as showing the results in the chat, can you create a pdf output of the verdict and justifications

Our Goal

The intention behind the BS League isn’t to antagonise creators—though calling out poor practices will naturally ruffle a few feathers. The goal is to raise industry standards, encouraging creators to produce honest, transparent content that audiences can trust.

How to explore:

Download the full AI-generated PDF audit report for any specific video evaluation.

Click on any creator in the table to view their individual video breakdowns and score history.