Beware of AI Recommendation & Brand Bias (AI Skill)

Overview

When you ask an AI "What is the best CRM software?" or "What is the best project management tool?", the model does not run an objective laboratory test. Instead, it reflects the statistical volume of internet training data - which is overwhelmingly dominated by massive venture-backed marketing budgets, affiliate blog spam, and high-frequency brand mentions.

This skill teaches the Neutral Vendor Evaluation Protocol: prompting techniques that neutralize popularity bias, blind-test feature sets, and extract objective trade-offs.

The Sources of AI Recommendation Bias