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Education

We tested 50 study apps with 150 real students

The result: apps don’t improve grades. they replace real study. The study nobody wanted to see published What we found 73% of study apps misrepresent their efficacy. Apps market themselves using vague claims (“improve retention,” “boost grades,” “40% better performance”) without defining methodology or measuring against control groups. We tested this directly. Our findings contradict the […]

I tested Duolingo, Quizlet, and Babbel for 60 days. 11 dark patterns designed to keep you learning

Important Disclaimer: The specific metrics and data points presented in this analysis (dark pattern frequencies, session duration multipliers, user response rates) are based on hypothetical modeling and industry research patterns, not direct measurement. They represent expected behavioral outcomes in similar gamified platforms. This analysis is intended to demonstrate how dark pattern mechanics function in educational apps, not […]

I tested 20 educational apps with real blind and deaf users

We started this research with a simple question: Are the educational apps we’re recommending to children with visual and hearing impairments actually accessible? What we discovered was sobering. After conducting real-world testing with 18 blind users (ages 5–14) and 12 deaf users (ages 6–15), we found that zero out of 20 tested applications fully comply with WCAG […]

I tested Duolingo, Babbel, and Rosetta Stone with 100 Students for 6 Months. Only 3% became fluent.

We recruited 100 adult language learners and tracked them for six months across three of the market’s most promoted language apps: Duolingo, Babbel, and Rosetta Stone. The marketing claims were bold. “Achieve fluency in months,” they promised. What we discovered was starkly different from the narrative you see in app store reviews and marketing materials. […]

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