I manage SEO for a handful of clients across pretty different industries, and this question has come up in almost every strategy call I've had this year. What I've noticed is that most businesses are still treating AI search like a checkbox they can tick with a plugin. It doesn't work that way, at least not from what I've seen play out on actual client sites.
The biggest shift for me was realizing that ChatGPT and tools like it don't rank pages the way Google does. There's no position one or two to fight for. What actually happens is the model pulls from patterns across everything it's read about you, your site, forum mentions, review platforms, competitor comparisons, and stitches together an answer. So the question isn't "how do I rank" anymore. It's "how consistent and how findable is the information about my business across the internet."
A few things that have genuinely moved the needle for the accounts I run:
Answer the question before you explain it. I rewrote several service pages for one of my clients, a manufacturer, so that the first two sentences directly answered the exact question a buyer would type into ChatGPT, then let the rest of the page build context after that. Burying the actual answer three paragraphs deep, which used to be fine for traditional SEO readability, seems to hurt visibility in AI answers because the model can't easily lift a clean, quotable chunk.
Structure matters more than it used to, but not in a robotic way. FAQ sections, clear H2s phrased as actual questions, comparison tables where relevant. I added FAQ schema to a wellness clinic site I manage and started seeing mentions in AI-generated answers within a couple of months for queries that used to only pull from Google's featured snippets.
Get mentioned outside your own site. This one surprised me the most. A tour operator client of mine barely moved in AI visibility until we got them mentioned in a few travel forums and comparison roundups written by other sites. The AI tools seem to weight cross-source consistency heavily. If five independent sources describe your business the same way, that carries more weight than your own homepage saying it about yourself.
Check your crawler access. Sounds basic, but I've caught more than one client blocking OAI-SearchBot or similar crawlers in robots.txt without realizing it, usually a leftover from a security plugin. If the crawler can't reach you, none of the content work matters.
Keep information accurate and current everywhere, not just on your site. If your Google Business Profile lists an old address or your LinkedIn says something different from your website, that inconsistency seems to make AI tools less confident citing you at all. I spend a fair amount of time now just auditing this kind of cross-platform consistency for clients, which wasn't really part of the job two years ago.
One honest caveat. Nobody, including the platforms themselves, has published a clear ranking algorithm for this the way Google eventually did with search. A lot of what I'm sharing here comes from testing on real accounts and watching what changed, not from an official playbook. So treat it as informed experience, not gospel, and expect some of it to shift again in the next year.