Practical reference notes on prompt sets, citations, brand mentions, and honest measurement of AI visibility.
Getting Recommendedtime-to-effectretrievalHow Long Does It Take To Change An AI Recommendation?Two clocks, two very different speeds — and how to measure the lag instead of guessing at it.