The opposite. The engines change constantly, sure. What doesn't change is that they all reward genuinely useful, well-structured content. Build that, and you stay visible no matter which AI wins next quarter. Chase hacks instead, and you're rebuilding every few months.

Three ways. I check your traffic sources to see whether people are arriving from AI tools, I watch your Generative AI stats in Google Search Console, and I run the actual queries myself to see whether you pop up. No vague promises, just what's observable.

It basically is your regular SEO, done well. There's no separate "AI budget" to worry about. Fix the SEO properly and the AI visibility comes with it.

All of them, at once. I test mainly in ChatGPT and Gemini because that's where most of your customers are, but good content earns citations across the board. You don't optimize for one engine and lose the rest.

Same timeline as SEO. The first month is audit and strategy. From there, some things move fast (technical fixes are trackable right away), and content-driven visibility usually starts showing up around month two or three, depending on how competitive your market is.

No. Anyone who guarantees a specific AI result is guessing or lying. What I can promise is the work that actually moves the needle, done with evidence and measured every month.

Essentially, yes. The people telling you it's a whole new discipline are usually selling the same thing in fancier wrapping. Do high-quality SEO and your content is optimized for AI models by default. The one real shift AI forces on you is this: your content has to be genuinely valuable now, not filler. That part I take seriously.