How long does it take to appear in AI answers?

There is no fixed timeline:

• Within weeks: systems with live web search, such as Perplexity or ChatGPT search, can pick up improved content once it is crawled and indexed.
• Months: knowledge that is part of a model’s training data changes only when the model is updated.

For planning purposes, most businesses should expect the first measurable changes in their AI mentions after a few months of consistent work, with stronger effects over six to twelve months.

We re-test the same prompt set regularly so you can see the trend.