AI Bias Hunter

This worksheet teaches students how to detect bias in AI recommendations. They read an advertisement excerpt promoting a water bottle and look for exaggerated claims, emotional appeals, or suspicious wording. Students then examine a list of “suggested headphones” to spot patterns that may indicate biased ranking or promotional influence. The activity encourages learners to identify marketing bias, the effects of partnerships, and how AI systems may prioritize certain products unfairly. Students practice analyzing evidence, questioning sources, and writing short explanations. This builds responsible digital-citizenship skills.

Curriculum Matched Skills

English Language Arts – Analyzing Persuasive Bias

English Language Arts – Writing Evidence-Based Explanations

Technology Education – Understanding Algorithmic Bias

Digital Literacy – Detecting Patterns in Recommendations

This worksheet is part of our Spotting AI Worksheets collection.