AI Search Is Changing How B2B Buyers Find Suppliers

There's a conversation happening in marketing circles right now about AI search and what it means for B2B businesses. Most of it focuses on tactics. Think things like how to optimise for ChatGPT, how to appear in AI Overviews, whether GEO is replacing SEO.

Most of it is missing the point.

The real shift isn't technical. It's behavioural. And if you run marketing for an industrial or commercial B2B business, it has direct implications for your website, your content strategy, and whether buyers find you at all.

The Numbers Are Hard to Ignore

According to a 2026 analysis of 680 million AI citations by Loganix, 73% of B2B buyers now use AI tools like ChatGPT and Perplexity as part of their purchase research process. The same analysis found that AI search traffic converts at 14.2% compared to Google organic's 2.8%. That's a 5x advantage.

That last number is worth sitting with. Buyers who find you through AI are significantly more likely to convert than buyers who find you through traditional organic search. They're not browsing. They're shortlisting.

Forrester's 2025 survey of over 4,000 B2B buyers found that 61% of the buying journey is complete before a buyer ever contacts a vendor. That figure has been rising for years, and AI tools are accelerating it bysynthesising comparisons and evaluations that previously required visiting multiple websites.

By the time someone fills out your contact form, they've probably already decided whether you're worth talking to. The question is whether you were visible during the research phase that shaped that decision.

What AI Tools Actually Do

When a procurement manager searches for "industrial painting contractors Brisbane" or "HubSpot CMS migration specialist," they're not necessarily doing it in Google anymore. Increasingly they're asking ChatGPT, Perplexity, or using Google's AI Overviews - and getting a synthesised answer that may or may not include your business.

AI tools don't crawl the web in real time. They surface businesses and content based on what they've learned from indexed sources - your website, third-party mentions, review sites, industry directories, and the general credibility signals your online presence sends.

If your website is vague about what you do, who you serve, and where you operate, AI tools have almost nothing to work with. If your content doesn't directly answer the questions buyers are actually asking, you won't be cited. If nobody credible on the web mentions your business, you're invisible.

This is why only 22% of marketers currently track AI visibility. And it's why that gap represents a genuine opportunity for businesses willing to do the work now, before their competitors catch up.

What This Means Practically for B2B Businesses

There are four things that move the needle on AI visibility, and none of them require a new strategy. They require doing the existing fundamentals better.

1. Be specific about what you do. AI tools struggle to surface businesses that describe themselves in vague or generic terms. "We provide innovative solutions for industrial challenges" is useless. "We apply protective coatings and industrial floor systems for manufacturing facilities and warehouses across Queensland" gives an AI tool something accurate to work with. Audit your service pages. If an AI reading only your website couldn't tell exactly what you do, who you serve, and where you operate, rewrite them.

2. Write content that directly answers buyer questions. The queries that trigger AI citations tend to be specific and practical - "how much does commercial floor coating cost," "what should I look for in a B2B SEO consultant," "how do I get my website to appear in AI overviews." Content structured around real buyer questions, with honest and detailed answers, gets cited. Generic blog posts written for SEO traffic don't.

3. Build topic authority, not just individual pages. A single well-written service page isn't enough to signal to an AI tool that your business is the authoritative source on a subject. A service page supported by case studies, FAQs, practical guides, and consistent blog content across related topics - these are the things that builds authority. This is the same logic behind topic cluster strategies in traditional SEO. It applies just as directly to AI visibility.

4. Be mentioned by credible third-party sources. AI tools don't just assess your website in isolation. They look at whether your business is cited, mentioned, or linked to by sources they already trust. Industry associations, trade publications, supplier directories, local business media - these all contribute to how AI tools perceive your credibility. Building this kind of third-party presence takes time and deliberate effort, but it's one of the most durable investments you can make in your online visibility.

The Part Nobody Wants to Hear

Here's the honest version: most of what improves AI visibility is the same thing that's always improved organic search visibility. Well-structured websites. Content that actually helps the reader. Third-party credibility signals. Consistent, specific expertise demonstrated over time.

The businesses that went hard on GEO tactics - optimising specifically for AI citation patterns, stuffing content with entity signals, reverse-engineering AI outputs - are largely seeing underwhelming results. Some have seen rankings tank.

The businesses performing consistently well in both traditional search and AI results tend to have one thing in common: they've been doing the unglamorous work for years. Good content. Clear positioning. A website that tells the truth about what they do.

AI search hasn't changed what good looks like. It's made the gap between good and average more visible.

If your website clearly explains what you do, who you help, and why your buyers should trust you, you're already most of the way there. If it doesn't, that's been your problem since before ChatGPT existed.

The tactical additions that specifically improve AI visibility are additions to a sound content strategy, not a replacement for one. Schema markup, FAQ structure, geographic and service clarity, third-party citation building - these are worth doing. But only once the fundamentals underneath them are solid.

Where to Start

If you want to improve your business's visibility in AI search, start with an honest audit of your current website and content:

• Does every key service page clearly state what the service is, who it's for, what the outcome looks like, and where you operate?

• Do you have content that answers the real questions your buyers ask before they contact a supplier?

• Is your business mentioned on any credible third-party sites - industry bodies, directories, publications? Is your website technically sound - fast, indexable, properly structured?

If the answer to any of those is no, that's your starting point. Everything else can wait.

Want to understand what AI search means for your specific business? Book a discovery call and we can work through it together.

Jonathon Shipton is a B2B marketing consultant that works with industrial and commercial businesses across SEO, HubSpot, content strategy and digital marketing.