Psychometrics & Testing
Answer Engine Optimization (AEO)
Optimizing content to be selected as the answer by AI systems (ChatGPT, Perplexity, Google AI Overviews) rather than just ranking in traditional search.
AEO is the evolution of SEO for the AI age. Instead of optimizing for "10 blue links," you optimize for AI to cite your content as the authoritative answer.
Key AEO principles: structured data (Schema.org — FAQPage, Quiz, DefinedTerm), clear factual statements AI can extract, direct Q&A format, specific numbers over vague claims, and llms.txt files for AI crawlers.
AI systems prioritize: Wikipedia-style definitions, comparison tables, FAQ format, cited statistics, and structured content over marketing copy. JobCannon's glossary, FAQ schemas, and llms.txt are all AEO optimizations.
Related Terms
Test-Retest Reliability
A measure of how consistent a test's results are when the same person takes it again. High reliability (0.70+) means you'll get similar results each time.
Validity (Psychometric)
Whether a test measures what it claims to measure. A valid personality test actually predicts real-world outcomes like job performance, relationship satisfaction, or mental health.
Likert Scale
A response format used in personality tests where you rate agreement on a scale (e.g., "Strongly Disagree" to "Strongly Agree"). Named after psychologist Rensis Likert (1932).
Psychometric Test
A standardized, scientifically designed assessment that measures psychological attributes — personality traits, cognitive abilities, aptitudes, or attitudes — in a reliable and valid way.
Cronbach's Alpha
A statistic measuring internal consistency — how closely related a set of test items are as a group. Values above 0.70 indicate acceptable reliability for personality scales.