How to optimize for AI search

Search stopped handing you a list

Type a question into Google’s AI mode, ChatGPT, or Perplexity and you get a paragraph, not ten results. The engine reads what’s published, works it into one answer, and names a handful of sources it leaned on. For plenty of queries the searcher never clicks through. They read the reply and move on. That’s what people mean by AI search.

The old deal was simple: win a link, earn the click behind it. When the answer itself is the destination, the prize shifts. You want to be the brand the answer names and the page it pulls the sentence from. The practice has two labels, answer engine optimization and generative engine optimization, and in the daily work they point at the same job.

What actually moves it

Five levers do most of the work. None of them are exotic, and a good SEO team already owns half of them.

• Keep the technical floor solid.Answer engines crawl the same web your customers do. A page that’s slow, blocked, or buried in tangled markup is a page the model can’t read, and a page it can’t read is one it can’t quote. Fast, crawlable, clean structure. That’s the price of entry, not the strategy.
• Write passages that stand on their own. Models lift a sentence or a short paragraph, not a whole page. Answer the question right where you raise it, in full, so the passage makes sense with none of the page around it attached. If the reader would need the three paragraphs above for context, the model skips it.
• Be the same brand everywhere.A model builds a picture of you from your site, your G2 profile, the Reddit thread where someone asks about you, the odd press mention. When those agree on what you are and who you’re for, you’re a safe thing to recommend. When your homepage says one thing and your review profile says another, you read like a guess.
• Answer the questions buyers actually type.People talk to a chatbot in full sentences. “What’s the cheapest project tool for a two-person studio” instead of “cheap project tool.” Those longer, messier questions are the ones with a real buyer behind them, and they’re the ones worth answering plainly.
• Show up on the sources models already trust. A chunk of this lives off your own site. You can write a flawless page and still lose the mention to a comparison on a review platform or a forum thread the model weighs more heavily. Getting onto those sources is part content, part PR, part being active where your buyers already talk.

You can’t improve what you can’t see

Before you rewrite anything, find out what the engines already say about you. Ask them the questions your buyers ask. “Best [category] for [use case].” “Alternatives to [competitor].” Watch whether you get named, what they get right, and who they name instead. Run each prompt a few times, because the answers wobble between attempts.

Doing that by hand across ChatGPT, Gemini, Claude, and Perplexity turns into a chore, and checking once tells you nothing about which way the trend is going. A free AI visibility audit runs the first pass for you: it asks the real buyer prompts across every major engine and shows you where you land today.

Where to start

Pick one question your best customers ask before they buy. Write the clearest answer on the internet to it, put that answer in the first two sentences, and back it with a real number or a named example. Make sure the page loads fast and isn’t blocked from crawlers. Then check what the engines say about you a month later.

One good page won’t flip your whole category. It teaches you how the loop works, and the loop is the same whether you run it across two pages or two hundred.