The Systematic Framework for Spotting Fake Expertise

AI BS Detector — Stop Wasting Money on Courses That Don't Work

Every year, $4.1 billion gets spent on online courses in the US. 73% of buyers say the result fell short of the promise. Less than 3% of "income screenshots" include verifiable documentation.

If you've ever bought a course and felt let down, you are not alone — and you are not naive. The visual language of legitimate expertise and manufactured expertise has converged almost completely. A person who built a real business over seven years and a person who built a convincing persona over seven weeks now produce nearly identical sales pages, email sequences, and social media content.

This guide gives you a systematic framework for evaluating any online product before you buy it. Not a gut feeling. Not a vibe. A checklist — 25 specific, testable flags that let you evaluate claims methodically rather than emotionally.

Run it in 20 minutes before any purchase over $50.

What you get:

• ✅ 25 testable red flags organized into 5 categories: Money Claims, Link Stack, Proof, Urgency, Creator
• ✅ A 20-minute creator research protocol — LinkedIn, Wayback Machine, Reddit, legal entity check
• ✅ 5 real-vs-grift case studies showing the same product evaluated two ways
• ✅ 5 questions to ask any creator directly before you spend a dollar
• ✅ The 5 psychological weapons used against you (social proof, artificial scarcity, authority deference, commitment, narrative transportation)
• ✅ A master checklist + scoring guide — count flags, get a verdict
• ✅ The 48-hour rule — one habit that eliminates 80% of manipulative purchase decisions

Who this is for:

• Anyone who's ever regretted an online course purchase
• Freelancers, creators, and small business owners vetting tools and programs
• Consumers who want a clear, honest framework before spending 50–50–5,000
• Coaches and consultants who want to be able to defend their own purchases

Who this is NOT for:

• People looking for a verdict on a specific product (this gives you a method, not a list)
• People looking for legal or financial advice
• Anyone who wants a perfect system (this is a better one, not a magic one)

The most valuable thing this guide does is slow you down at exactly the right moment — when you're emotionally invested, the timer is ticking, and the bonuses are stacking up. That pause is worth more than any course you'll ever buy.

— The Sakalamai Team