These answers come from the year-long archive of my previous chatbot that lived on my previous site iamnicola.ai. I’ve curated the most useful sessions—real questions from operators exploring AI workflows, experimentation, and conversion work—and lightly edited them so you get the original signal without the noise.

conversion-optimization

How long does a typical conversion optimization project take?

Conversion optimization projects typically take 3-6 months for meaningful results, though some quick wins can happen in 4-6 weeks. Timeline depends on traffic volume (more traffic = faster testing), number of tests run, and complexity of changes. A typical engagement includes discovery and analysis (2-4 weeks), initial tests (4-8 weeks), analysis and iteration (ongoing), and implementation of winners. Most consultants recommend running tests for at least 2-4 weeks to capture full business cycles. Ongoing optimization continues indefinitely as markets and user behavior change. Some consultants offer retainer arrangements for continuous optimization.

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