Entity & evidence
Identity consistency, relationships, proof, and structured representation.
AI SEO Knowledge Quiz · 2026.1
Can you separate AI search evidence from AI search theatre?
Twelve practical decisions test how you reason about entity clarity, retrieval, answer quality, and measurement. The first question is already loading below.
12 practical scenarios Four decision disciplines Full answer review Immediate result
Assessment map12 scenariosOne decision at a time
What the quiz measures
How you turn observable signals into defensible decisions.
- Entity & evidenceIdentity consistency, relationships, proof, and structured representation.
- Retrieval & accessRobots, canonicalization, sitemaps, access, and what those signals do not prove.
- Answer qualityDirect answers, context, evidence, distinct intent, and useful information design.
- MeasurementControlled experiments, snapshot limits, and honest interpretation.
Your assessment
Work through the evidence, one scenario at a time.
Choose the best-supported decision. Your complete explanation set appears with the final score.
Preparing question 1 of 12
Building your assessment sequence.
The first scenario will appear here automatically.
Four disciplines
A short test of judgment, not memorized jargon.
Every scenario asks you to weigh evidence, limits, and likely outcomes. These are the same trade-offs that shape real AI-search work.
Decision frameworkWhat each discipline evaluates
Retrieval & access
Robots, canonicalization, sitemaps, access, and what those signals do not prove.
Answer quality
Direct answers, context, evidence, distinct intent, and useful information design.
Measurement
Controlled experiments, snapshot limits, and honest interpretation.
Beyond the score
Your score is only the beginning.
The report reveals how you assessed evidence, where your reasoning was strongest, and what to examine next, answer by answer.
See what consistently drives your judgment.
Identify the evidence discipline behind your strongest decisions.
Understand every trade-off.
Compare your choice with the best-supported answer and its reasoning.
Carry the method into real site reviews.
Turn abstract judgment into a repeatable evidence-led assessment.